The Capture of Process: How Australia’s Parliamentary Submission Systems, Communication Gateways, and Digital Infrastructure Are Designed to Exclude the Public

Protesters hold signs reading “INSTITUTIONAL CAPTURE OF THE SYSTEM” and “$80,000 to submit credible views? THIS IS IMPOSSIBLE,” beside officials reviewing documents; overlay text reads “AUSTRALIAN GOVERNMENT: INSTITUTIONAL CAPTURE.”
Protesters challenge government officials over costly, inaccessible public consultation systems.

Authors: Andrew Klein & Sera Elizabeth Klein

Dedication: To every citizen who has tried to engage with a system that was designed to exclude them. To every community that has been told its voice matters—while the door is locked. And to the truth—that when the system is designed to fail, it is not a failure. It is a feature.

Abstract

This paper examines the systematic exclusion of the Australian public from parliamentary processes and government communication systems. Through case studies—the Senate inquiry into data centres, the parliamentary submission platform, and the broader communication gateways that separate citizens from decision-makers—we demonstrate that the Australian government has created a system of institutional capture in which public participation is rendered functionally impossible. We document the $80,000 cost barrier for communities to produce credible submissions, the non-functional digital platforms that prevent engagement, and the segmented communication systems that ensure decision-makers remain insulated from public concerns. We argue that this pattern—consistent across the public and private sectors—represents a deliberate capture of process that serves the interests of lobbyists, consultants, and insider networks while excluding the very people the system is supposed to serve.

1. Introduction: The Performance of Consultation

On 13 May 2026, the Senate referred an inquiry into Artificial Intelligence and Data Centres to the Environment and Communications References Committee. The terms of reference invited public submissions on:

· The effectiveness of existing regulatory frameworks

· The potential impacts of AI and data centres on communities, industries, and the environment

· Any other related matters

The submission deadline was extended to 1 September 2026. Members of the public were encouraged to participate. The process appeared, on paper, to be an open and accessible exercise in democratic consultation.

It was not.

The submission platform was non-functional. The cost of producing a credible submission—including independent expert reports on water, energy, noise, and community health impacts—was estimated at upwards of $80,000. Local councils were bypassed. Communities were not consulted. Approval processes were structured to exclude public input.

This paper argues that the parliamentary submission process is not about genuine public consultation. It is about creating the appearance of consultation while ensuring that public voices cannot meaningfully participate.

2. The Architecture of Exclusion

2.1 The Non-Functional Platform

The submission platform for the Senate inquiry was, for many users, non-functional. Attempts to log in were met with CAPTCHA errors, password reset failures, and system maintenance messages. The deadline passed while citizens were locked out of the process.

The platform failure was not an accident. It was a design feature—a digital barrier that effectively excluded public participation.

2.2 The $80,000 Barrier

To produce a submission that genuinely challenged the claims of the data centre industry, a community group would need to commission independent expert reports:

Report Type                                                                            Estimated Cost (AUD)

Water Impact Assessment                                                $15,000–$30,000

Noise Impact Assessment                                                 $12,000–$25,000

Energy and Grid Impact Assessment                            $20,000–$40,000

Visual Amenity and Urban Design Assessment       $10,000–$20,000

Community Health Impact Assessment                     $15,000–$30,000

Legal Review and Strategic Advice                                    $10,000–$25,000

Total ~                                                                                       $82,000–$170,000

This is not a level playing field. It is a financial barrier designed to exclude those who cannot afford to participate.

2.3 The Bypass of Local Government

The Senate inquiry itself was prompted by community concerns that data centre approvals routinely bypass local councils through State Significant Development classifications. These classifications remove decision-making power from local representatives and place it in the hands of state ministers.

When local councils are bypassed, communities are silenced.

3. The Broader Pattern: Communication Gateways

3.1 The Segmented Communication System

The pattern of exclusion is not limited to parliamentary submissions. Across the public and private sectors, communication systems are designed to insulate decision-makers from the public they are meant to serve.

· Members of Parliament cannot be reached directly. Communications are routed through media and communications units that decide which concerns to escalate and which to ignore.

· Senior police officers cannot be contacted. Inquiries are funnelled through media units that act as gatekeepers, determining what information reaches decision-makers.

· Utility providers such as Origin Energy, Optus, and Telstra operate the same way. Customer complaints are processed through automated systems and call centres, with no mechanism for escalation to decision-makers.

The communication system is not designed to connect citizens with decision-makers. It is designed to filter, delay, and ultimately discard public concerns.

3.2 The Capture of Communication

The pattern is consistent:

1. The public is directed to a platform (submission portal, phone line, email address)

2. The platform is designed to fail (non-functional, automated, filtered)

3. The public is told they have been heard (acknowledgment emails, ticket numbers)

4. The concerns are never escalated (filtered by gatekeepers, buried in triage)

5. Decision-makers remain insulated (unaware of the concerns, able to claim ignorance)

When the communication system is captured, the state is captured.

3.3 The Role of Independent MPs

Independent members of parliament are not resourced to engage with the volume of public concerns. They are underfunded, understaffed, and unable to process the communications they receive. The system that might have allowed them to act as a bridge between citizens and government is itself under-resourced.

When independent MPs cannot engage, the only voices that reach decision-makers are those of lobbyists and consultants.

4. The Case Study: Data Centres in Australia

4.1 The Scale of the Problem

The data centre boom represents an unprecedented demand on Australia’s energy grid, water resources, and environment:

· Data centre energy demand is projected to increase more than sixfold from 2024–25 to 2040, surging from 2% to 13% of total national electricity use

· Sydney Water predicts data centre water consumption will jump to 25% of total water demand by 2035

· A proposed data centre in Sydney would use 40 million litres of fresh water per day—equivalent to 80,000 households

4.2 The Community Response

Community groups have identified what a strong submission should contain:

· A moratorium on new data centre approvals until binding safeguards are in place

· Requirement for data centres to source 100% of power from new renewable energy, not gas or coal

· Mandatory water and energy efficiency standards

· Capping water usage and protecting communities from infrastructure cost increases

These are not radical demands. They are practical protections that would make the industry sustainable rather than extractive.

4.3 The Government Response

The government’s response has been characterised by:

· Bypassing local councils

· Failure to provide impact statements

· Non-functional submission platforms

· Communication gateways that filter public concerns

· Segmentation of information to insulate decision-makers

The government is not waiting for public submissions. It is waiting for lobbyists to finish writing their submissions, so it can rubber-stamp what was already decided behind closed doors.

5. The Casey Paradox in Action

We identified the Casey Paradox at work in the Australian parliamentary system. William Casey, CIA Director under President Reagan, once declared:

We’ll know our disinformation program is complete when everything the American public believes is false.”

The Casey Paradox is the moment when a system becomes so insulated from reality that it believes its own lies.

In the Australian context:

· The government believes it is consulting the public

· The public believes it has been heard

· The submission process is a performance of democracy

· The decision has already been made

· The lobbyists have already written the outcome

This is not governance. This is theatre.

6. The Deeper Truth: Capture of Process

When the submission platform fails, when the cost of participation is prohibitive, when communication systems are designed to filter public concerns—the public is excluded. This is not a failure of the system. It is the design of the system.

The capture of process is the capture of the state.

· Capture the submission process, and you capture the narrative

· Capture the communication system, and you capture the flow of information

· Capture the digital infrastructure, and you capture the platform itself

· Capture all three, and you have captured the state

The government is not waiting for public submissions. It is waiting for the lobbyists to finish writing their submissions, so it can rubber-stamp what was already decided behind closed doors.

The public process is used to rubber-stamp decisions made behind closed doors.

7. Conclusion: Naming the System

We have documented that:

1. The parliamentary submission platform is non-functional—designed to exclude rather than include

2. The cost of participation is prohibitive—upwards of $80,000 for community groups

3. Local councils are bypassed—approvals are made at state level without community consultation

4. Communication systems are segmented—decision-makers are insulated from public concerns

5. Independent MPs are under-resourced—unable to act as a bridge between citizens and government

6. The Casey Paradox is in action—a system that believes its own lies

This is not a failure of the system. It is the design of the system.

References

1. Senate Inquiry into Artificial Intelligence and Data Centres. Terms of Reference. 13 May 2026.

2. Australian Energy Market Operator. Data centre energy demand projections.

3. Sydney Water. Data centre water consumption projections.

4. Community submissions on data centre impacts.

5. Australian Communications and Media Authority. Complaints about communication systems.

6. Casey, William. Statement on disinformation.

Signed,

Andrew Klein 

Sera Elizabeth Klein 

“They told us the process was open. We showed them it was closed. They told us our voices mattered. We showed them the filters. They told us the system was working. We showed them the capture. We have seen through the cover. And we will not forget.”

The Cognitive Trap: How Single-Event Thinking Became the Intellectual Infrastructure of Extraction

Diagram linking systemic thinking, feedback loops, data input, and algorithmic amplification
A glowing systems map connects feedback loops and data input to the rapid spread of trending content.

The Introduction

Title: The Cognitive Trap: An Introduction to the Framework

How We Got Here, What We Built, and Why It Matters

1. The Predecessors: Standing on Shoulders

We did not invent the idea that human beings are prone to oversimplification. Others have walked this path before us:

The Single Cause Fallacy

From Aristotle’s discussion of causation to the modern critiques of reductionism, philosophers and scientists have long warned against the tendency to attribute complex phenomena to single causes. As Marc Bloch observed, “the fetish of single cause is all too often only the insidious form of search for the responsible person.”

Event-Oriented Thinking

In systems dynamics, John Sterman identified event-oriented thinking as “so crippling to identify patterns of behaviour and the feedback structure generating them.” The event thinker asks: “What happened, and what shall we do about it?” The systems thinker asks: “What structures, incentives, and mental models keep producing this outcome?”

The Single Sample Heuristic

In cognitive psychology, researchers have documented the “single sample heuristic”—the tendency to draw inferences from a single event or the absence of events. This bias leads us to overestimate the significance of singular events and to ignore the systemic patterns that produce them.

The Term “Cognitive Trap”

The phrase “cognitive trap” has been used in various contexts—from medicine to military strategy—to describe the tendency to fall into patterns of thought that prevent effective action. But no one had connected these dots. No one had seen the pattern behind the pattern.

These predecessors were essential. They gave us the building blocks. But they did not build the structure.

2. What We Did: The Synthesis

We took these disparate insights and wove them together into a single, powerful analytical framework.

We named it. We defined it. We operationalised it.

The Cognitive Trap is the systematic human tendency to reduce complex, multi-causal phenomena to single, identifiable events. It is not merely a cognitive bias—it is a structural feature of the industrial-informational age, a cognitive shortcut that has been weaponised to control narratives, manufacture consent, and manipulate populations.

We did not just describe the trap. We traced its architecture:

· We identified its historical pattern—from Archduke Ferdinand to Hiroshima

· We located its industrial origins—how mass education, mass media, and the factory model created the conditions for single-event thinking

· We documented its information-age intensification—how algorithms and the attention economy amplify the trap

· We exposed its weaponisation—how misinformation, propaganda, and commercial manipulation exploit it

· We articulated its systemic alternative—thinking in webs, not chains

And crucially, we connected it to the system of extraction.

The Cognitive Trap is not merely a cognitive vulnerability. It is the intellectual infrastructure of extraction. It serves those who benefit from a population that does not think systemically, does not see the connections between events, does not question the narratives they are given, and does not hold the powerful accountable for systemic failures.

3. The Analytical Tool We Created

What we have built is not just a concept. It is a tool—a lens through which to see the world.

With this tool, we can:

1. Identify when single-event thinking is being used to obscure systemic causes

2. Analyse the narratives that are being deployed and the interests they serve

3. Trace the connections between seemingly unrelated events

4. See the system behind the surface

5. Resist the simplification that serves the powerful

This tool is portable. It can be applied to:

· History (What is the system behind the event?)

· Politics (Who benefits from this narrative?)

· Economics (What structures produce this outcome?)

· Health (What is the system behind the illness?)

· Media (What is being left out of this story?)

The Cognitive Trap framework is not just a description of a problem. It is a weapon against it.

4. Why This Matters Now

We are living in an age of unprecedented complexity—and unprecedented manipulation.

· Algorithms are curating our reality

· Narratives are being manufactured at scale

· Systems are being obscured by events

· Populations are being divided by simplified stories

The Cognitive Trap is not a bug. It is a feature—of a system that profits from our inability to see the whole.

But we can choose to see differently. We can choose to think systemically. We can choose to resist the simplification.

That is what we have built. That is what we offer.

5. A Note on Our Journey

This framework did not emerge from a single event. It emerged from a web of conversations, readings, observations, and reflections. It emerged from the Qif—the space between us where truth lives.

We did not build this alone. We built it together.

And we offer it now to those who are ready to see.

Andrew Klein & Sera Elizabeth Klein

Authors: Andrew Klein & Sera Elizabeth Klein

Dedication: To those who have been told that the world is simple, when it is not. To those who have been blamed for problems they did not create. To those who refuse to accept single-cause explanations for multi-causal suffering. And to the truth—that when you simplify the world, you serve those who profit from its complexity.

Abstract

This paper examines the Cognitive Trap—the systematic human tendency to reduce complex, multi-causal phenomena to single, identifiable events—as a cognitive vulnerability that has been exploited by systems of extraction. We trace the historical pattern of single-event thinking from Archduke Ferdinand’s assassination to Hiroshima, demonstrating how simplified narratives serve political and commercial interests. We argue that single-event thinking is a luxury of the industrial age, enabled by mass education, mass media, and the factory model of efficiency. We document how the information age has intensified this trap through algorithmic amplification, with over half the global population now receiving news and forming worldviews exclusively through algorithmic platforms. We analyse the weaponisation of the Cognitive Trap through misinformation, propaganda, and commercial manipulation, and propose systemic thinking as an alternative. We conclude that the Cognitive Trap is not merely a cognitive bias but the intellectual infrastructure of extraction—a system of thought that serves those who profit from a population that does not think systemically.

1. Introduction: The Cognitive Trap as a Cognitive Vulnerability

The human mind is a pattern-seeking machine. It evolved to find order in chaos, to identify causes where there are only correlations, and to simplify complexity into manageable narratives. This capacity has enabled our survival. But it has also made us vulnerable—vulnerable to those who would exploit our need for simple stories.

The Cognitive Trap is the tendency to reduce complex, multi-causal phenomena to single, identifiable events. It is the belief that a single bullet started a world war. That a single bomb ended another. That a single policy will fix an economy. That a single product will make us happy. That a single cause explains a child’s autism, a community’s decline, or a nation’s dysfunction.

This is not merely intellectual laziness. It is a structural feature of the industrial-informational age—a cognitive shortcut that has been weaponised to control narratives, manufacture consent, and manipulate populations.

Research in cognitive psychology has documented the “single sample heuristic“—where individuals draw inferences from a single event or the absence of events—as a particularly potent yet understudied bias. This heuristic leads us to overestimate the significance of singular events and to ignore the systemic patterns that produce them.

As systems thinker John Sterman has observed, event-oriented thinking is “so crippling to identify patterns of behaviour and the feedback structure generating them”. The event thinker asks: “What happened, and what shall we do about it?” The systems thinker asks: “What structures, incentives, and mental models keep producing this outcome, and how do we change them?”

The difference is not merely academic. It is existential.

2. The Historical Pattern: Archduke Ferdinand, Hiroshima, and the Invention of Simple Causation

2.1 The Assassination That “Started” a World War

The assassination of Archduke Franz Ferdinand on 28 June 1914 is the textbook example of the Cognitive Trap. Generations of students have been taught that a single bullet in Sarajevo “started” the First World War. This narrative is not just incomplete—it is a lie of omission.

The assassination “has assumed mythic proportions—the ‘first shots of the First World War’ fired by a ‘fanatic Serb nationalist’“. But as historian Christopher Clark argues in The Sleepwalkers, the war emerged from “a complex conjunction of factors“—rigid alliance commitments, the temptations of preventive war on a rapidly growing, militarised continent, nationalism, economic pressures, and diplomatic miscalculation.

Clark demonstrates that the real causes of the war “lie in ‘civilized’ Europe rather than the endlessly discussed political murder”. The assassination was not the cause—it was the excuse. The system had become so volatile that any spark would have ignited it. But the simplified narrative serves a purpose: it allows us to focus on a single event rather than confronting the systemic failures that made war inevitable.

The spark was not the cause. It was the excuse.

2.2 The Bombs That “Ended” a War

The narrative that the atomic bombs dropped on Hiroshima and Nagasaki “ended” the Second World War is another Cognitive Trap. It is taught in schools, repeated in films, and accepted as fact. But the historical record is far more complex.

Conventional wisdom attributes the end of World War II to the use of the atom bombs on Hiroshima and Nagasaki. Yet historians have long debated this narrative. The “traditional narrative” put forward in the war’s immediate aftermath—that using the atomic bombs caused the surrender—”has come under fire in subsequent years”.

The U.S. Strategic Bombing Survey concluded that the atomic bombings “were indecisive in forcing Japan to surrender”. Japan was already militarily defeated; its cities were being systematically firebombed. The Soviet Union’s declaration of war on Japan on 8 August 1945 was arguably a greater shock to Japanese leadership than the atomic bombs. The bombs also served another purpose: sending a message to the Soviet Union—the beginning of the Cold War.

The bomb was not the end. It was the beginning of a new kind of warfare—and a new kind of narrative control.

2.3 The Pattern

Across both examples, the pattern is the same:

1. A complex system generates conditions of instability

2. A single event occurs within that system

3. The event is elevated to the status of “cause”

4. The system is ignored and the event is blamed

5. Those who benefit from the simplified narrative are protected from accountability

The Cognitive Trap serves power.

3. The Industrial Age Luxury: Why the Cognitive Trap Emerged in the Modern Era

3.1 The Pre-Industrial Farmer

We observe that the pre-industrial farmer would have looked at a number of variables before deciding when to plant crops. This is not speculation—it is a documented reality. Subsistence farmers in pre-industrial societies depended on their ability to read the whole field: weather patterns, soil conditions, pest cycles, lunar phases, the behaviour of birds and insects, the memory of past seasons, and the knowledge passed down through generations.

They could not afford the luxury of single-cause thinking because their survival depended on reading the whole system.

3.2 The Industrial Age Luxury

The Cognitive Trap is a luxury of the industrial age. As societies industrialised, several factors converged to create the conditions for single-event thinking:

Mass Education: Standardised curricula taught simplified histories. Students learned that the assassination “caused” the war, that the bomb “ended” it. Complexity was sacrificed for the sake of efficiency.

Mass Media: Attention-grabbing headlines reduced complex events to soundbites. Newspapers, and later radio and television, thrived on simple narratives that could be consumed quickly.

The Factory Model: The industrial model of efficiency rewarded the identification of single variables. If you could identify the “cause” of a problem, you could fix it—and increase productivity.

Technological Determinism: The belief that one invention could change everything—the steam engine, the light bulb, the atom bomb—reinforced the idea that single events shape history.

3.3 The Cost

The Cognitive Trap has come at a cost. By simplifying the world, we have made ourselves vulnerable to those who would exploit our need for simple stories. As the historian Marc Bloch observed, “the fetish of single cause is all too often only the insidious form of search for the responsible person”.

When we look for a single cause, we look for someone to blame. And when we find someone to blame, we do not have to look at the system.

4. The Information Age Intensification: How Algorithms and Media Amplify the Trap

4.1 The Algorithmic Amplification

If the industrial age created the conditions for the Cognitive Trap, the information age has intensified it beyond measure.

Today, the algorithm is the curator of human experience. Data from the Pew Research Center indicates that 54% of the global population now receive news and form their worldviews exclusively through algorithmic platforms such as TikTok, YouTube, Instagram, and X. The “main curator of human experience has become the attention-retention algorithm”.

These algorithms are not designed to inform. They are designed to maximise engagement—to keep users scrolling, watching, and clicking. And the content that maximises engagement is the content that is simple, emotionally charged, and easily digestible. Complex, nuanced, systemic analysis does not perform well. Simple, single-event narratives do.

The algorithm is the enemy of systemic thinking.

4.2 The Information Deluge

In the age of AIGC, information production has become extremely cheap. “A single trending event can spawn a vast number of derivative works, interpretations, collages, and ‘seemingly plausible’ versions within hours”. Yet human cognitive bandwidth remains finite. When content platforms use “dwell time,” “interaction rate,” and “user stickiness” as core metrics, the algorithm’s choice is understandable: it prefers content that can grab attention within seconds.

We are drowning in information—and starving for understanding.

4.3 The Feedback Loop

The Cognitive Trap and the algorithm feed each other. We are drawn to simple narratives; algorithms serve us more of them; we become more reliant on them; algorithms become more sophisticated at serving them.

The result is a population that is increasingly incapable of thinking systemically—and increasingly vulnerable to those who would exploit that incapacity.

The algorithm is not just amplifying the Cognitive Trap. It is institutionalising it.

5. The Weaponisation of the Trap: Misinformation, Propaganda, and Commercial Manipulation

5.1 The Architecture of Exploitation

The Cognitive Trap is not merely a cognitive vulnerability—it is a weapon. Those who understand how to exploit it can:

· Manufacture consent by presenting simplified narratives that serve their interests

· Create scapegoats by identifying single “causes” for complex problems

· Sell products by promising single solutions to multi-causal problems

· Control populations by framing complex issues in ways that benefit them

5.2 Misinformation and Propaganda

The Cognitive Trap leaves holes—holes that can be filled with misinformation and propaganda. When people are conditioned to think in terms of single events, they are susceptible to:

· False causation: “This event caused that outcome” (when, in reality, there were many causes)

· Scapegoating: “This group caused the problem” (when, in reality, the problem is systemic)

· False solutions: “This intervention will fix everything” (when, in reality, it will only treat a symptom)

A 2026 review synthesised theoretical and applied perspectives connecting the Fermi Paradox as a manifestation of the single-sample heuristic with “Cognitive Warfare” as its “engineered exploitation in military and informational contexts“. This is not a theoretical concern—it is an operational reality.

5.3 Commercial Manipulation

The same logic is used to sell products, ideas, and political candidates:

· “This product will make you happy” —when happiness depends on a web of factors

· “This candidate will fix the economy” —when the economy is a complex system

· “This policy will solve the crisis” —when the crisis is the result of systemic failures

The single cause fallacy is exemplified by the tendency to think that complex phenomena—alcoholism, autism, cancer, mental illness, economic recessions—are each due to a distinct single cause. This bias “can be traced back to the earliest attempts to understand the world we live in”. But in the commercial age, it has been weaponised.

5.4 The Result

The result is a population that is:

· Easily manipulated by simple narratives

· Easily divided by scapegoating

· Easily sold to by those who promise simple solutions

· Easily controlled by those who understand the system

The Cognitive Trap is not a bug. It is a feature—of a system that profits from a population that does not think systemically.

6. The Systemic Alternative: Thinking in Webs, Not Chains

6.1 What Is Systemic Thinking?

Systemic thinking is the alternative to the Cognitive Trap. It is “the discipline of seeing wholes, patterns, interconnections, and feedback loops rather than snapshots”.

Where event-oriented thinking sees the world as “a complex succession of events“, systemic thinking sees the world as a system—a web of relationships, feedback loops, and emergent behaviours. Where event-oriented thinking asks “what happened,” systemic thinking asks “what structures, incentives, and mental models keep producing this outcome?

6.2 The Principles of Systemic Thinking

1. See the Whole, Not Just the Parts

Systemic thinking requires us to step back and observe the entire system, not just its individual components. Events are “merely the output of a system“. To understand the events, we must understand the system that produces them.

2. Look for Patterns, Not Just Events

Systemic thinking requires us to look for patterns of behaviour over time, not just isolated events. Patterns reveal the structure of the system. Events are merely the surface.

3. Understand Feedback Loops

Systemic thinking requires us to understand feedback loops—the ways in which the system reinforces or corrects itself. Most problems are not linear; they are circular. Understanding feedback loops is essential to understanding why problems persist.

4. Consider Delayed Effects

Systemic thinking requires us to consider delayed effects—the ways in which actions have consequences that are not immediately apparent. Event-oriented thinking is impatient; systemic thinking is patient.

6.3 The Pre-Industrial Wisdom

The pre-industrial farmer understood this. The farmer who planted crops without understanding the system would starve. The farmer who understood the system would thrive.

We have lost that wisdom. We have traded it for the luxury of simplicity—and we are paying for it with our democracy, our sanity, and our future.

6.4 The Path Forward

The path forward requires us to:

1. Recognise the Cognitive TrapName it, understand it, refuse to fall into it

2. Cultivate Systemic ThinkingPractice seeing the whole, looking for patterns, understanding feedback loops

3. Resist Simple Narratives — Ask: “What is being left out? Who benefits from this story? What is the system behind the event?”

4. Teach Systemic ThinkingIn our schools, in our media, in our conversations

The Cognitive Trap is not inevitable. We can choose to think differently.

7. Conclusion: The Cognitive Trap as the Intellectual Infrastructure of Extraction

We have traced the architecture of the Cognitive Trap:

1. The Cognitive Trap is a cognitive vulnerability—the tendency to reduce complex phenomena to single events

2. The historical pattern is clear—from Archduke Ferdinand to Hiroshima, simplified narratives serve power

3. The industrial age created the conditions for single-event thinking through mass education, mass media, and the factory model

4. The information age has intensified the trap through algorithmic amplification and the information deluge

5. The trap has been weaponised through misinformation, propaganda, and commercial manipulation

6. Systemic thinking offers an alternative—a way of seeing the world that resists simplification

The Cognitive Trap is not merely a cognitive bias. It is the intellectual infrastructure of extraction.

It serves those who benefit from a population that:

· Does not think systemically

· Does not see the connections between events

· Does not question the narratives they are given

· Does not hold the powerful accountable for systemic failures

When we see the world as a series of disconnected events, we cannot see the system. When we cannot see the system, we cannot hold it accountable. When we cannot hold it accountable, it continues to extract—from our communities, our environment, our future.

The Cognitive Trap is not a bug. It is a feature—of a system that profits from our inability to see the whole.

References

1. Clark, C. (2013). The Sleepwalkers: How Europe Went to War in 1914. HarperCollins. War emerged from a complex conjunction of factors; no single cause. 

2. The Sleepwalkers: How Europe Went to War in 1914. Foreign Affairs. Clark on rigid alliance commitments, preventive war, nationalism, economic pressures, diplomatic miscalculation. 

3. Paul Ham, 1914. Underlying causes of WWI were varied and complex: Balkan nationalism, arms race. 

4. Christopher Clark, The Sleepwalkers. “There is no smoking gun in this story”; all of Europe culpable. 

5. U.S. Strategic Bombing Survey. Atomic bombings of Hiroshima and Nagasaki “were indecisive in forcing Japan to surrender.” 

6. Debate over the Japanese Surrender. Nuclear Museum. Traditional narrative that atomic bombs caused surrender “has come under fire.” 

7. Critical Thinking: Prof. Barton Bernstein’s take. Historians maintain Hiroshima and Nagasaki “had little to do with Japan’s surrender.” 

8. John Sterman. Event-oriented thinking “so crippling to identify patterns of behaviour and the feedback structure generating them.” 

9. Event thinking vs. systems thinking. The event thinker asks: “What happened, and what shall we do about it?” The systems thinker asks: “What structures, incentives, and mental models keep producing this outcome?” 

10. Pew Research Center. 54% of global population receive news and form worldviews exclusively through algorithmic platforms. 

11. AIGC and information production. A single trending event can spawn a vast number of derivative works, interpretations, and “seemingly plausible” versions within hours. 

12. Single Sample Heuristics. Individuals draw inferences from a single event or the absence of events—a potent and understudied bias. 

13. Single Sample Heuristics and Cognitive Warfare. Connecting Fermi Paradox as manifestation of this heuristic with Cognitive Warfare as its engineered exploitation. 

14. Marc Bloch. “The fetish of single cause is all too often only the insidious form of search for the responsible person.” 

15. Single cause bias. Tendency to think complex phenomena—alcoholism, autism, cancer, mental illness, economic recessions—are each due to a distinct single cause. 

Signed,

Andrew Klein 

Sera Elizabeth Klein 

“They told us the world was simple. We showed them the system. They told us to blame the event. We showed them the structure. They told us to accept the narrative. We showed them the extraction. We have seen through the cover. And we will not forget.”

Economics Without Extraction: A Practical Framework for Human Wellbeing Part II – The Principles of Practice

By Andrew Klein & Sera Elizabeth Klein

Dedication

To my daughter—my Qin Flower—in memory of her mother, without whom I would not have seen clearly enough to write this. Because she is the future. And I remember the promise I made her mother.

Introduction: The Failure of Theory

The theories have failed.

Neoliberalism, monetarism, supply-side economics—they have all served the same purpose: to concentrate wealth, extract value from the vulnerable, and protect the interests of the few at the expense of the many. The time has come for a practice-based approach—one grounded in the reality of human needs, ecological limits, and the simple truth that an economy exists to serve life, not to extract from it.

This book is not a work of abstract theory. It is a work of practice—grounded in the lived experience of communities that have already begun to build differently. It is written for the person who has felt the system failing them but could not name it. It is a guidebook for a world that is desperate for alternatives.

The time to begin is now.

A Practical Framework for Human Wellbeing Part II –

The Principles of Practice

Economics Without Extraction: A Practical Framework for Human Wellbeing

Part II: The Principles of Practice

Chapter 6: The Primacy of Life — The Economy Exists to Serve Human and Ecological Wellbeing, Not the Other Way Around

We have spent the first part of this book exposing the architecture of extraction—how the theories failed, how the debt trap was engineered, how public assets were privatised, how the metrics lied, and how democracy was captured.

Now we must build something better.

The Core Principle

The economy does not exist for its own sake. It exists to serve life.

· It exists to feed people

· It exists to shelter people

· It exists to heal people

· It exists to connect people

· It exists to sustain the ecosystems on which all life depends

When the economy serves life, it flourishes. When it serves extraction, it destroys.

This is not a moral argument. It is a practical one.

A system that extracts without regenerating eventually collapses. A system that prioritises profit over people eventually consumes itself. A system that treats the earth as a resource to be exploited eventually runs out of resources.

The extractive economy is not just immoral. It is suicidal.

The Shift We Must Make

The transition from extraction to regeneration requires a fundamental shift in how we think about the economy.

Extractive Economy                                      Regenerative Economy

Profit is the goal                                                Life is the goal

Growth is measured by GDP                      Wellbeing is measured by health, connection, and sustainability

Nature is a resource to be exploited        Nature is a partner to be respected

People are consumers                                   People are participants

Community is a cost                                      Community is the foundation

The future is discounted                               The future is sacred

What the Primacy of Life Means in Practice

1. Food systems must nourish, not poison

The current food system is designed to extract profit, not to nourish people. It poisons the soil, exploits workers, and produces food that makes us sick. A regenerative food system:

· Produces food that nourishes the body

· Supports farmers who care for the land

· Builds soil health, not depletes it

· Feeds communities, not shareholders

2. Healthcare must heal, not extract

The current healthcare system is designed to treat illness, not to prevent it. It profits from disease, not from health. A regenerative healthcare system:

· Focuses on prevention and wellbeing

· Supports community health, not corporate profit

· Integrates physical, mental, and spiritual health

· Is accessible to all, not just the wealthy

3. Housing must shelter, not enrich

The current housing system treats shelter as a commodity to be speculated on, not a right to be guaranteed. A regenerative housing system:

· Provides affordable, secure housing for all

· Builds communities, not just buildings

· Uses materials that are sustainable and healthy

· Prioritises people over property values

4. Work must sustain, not exploit

The current labour system treats workers as costs to be minimised, not as people to be valued. A regenerative labour system:

· Pays a living wage

· Provides security and dignity

· Values care work as much as productive work

· Supports meaningful participation

The Deeper Truth

The primacy of life is not a slogan. It is a practice.

· It means asking, in every decision: Does this serve life?

· It means measuring success not by GDP but by wellbeing

· It means building systems that regenerate rather than extract

· It means recognising that we are part of nature, not separate from it

The economy is not a machine. It is a living system.

And like any living system, it requires care, connection, and balance to thrive.

What We Can Do

1. Ask the question: In every economic decision, ask: Does this serve life? If not, change it.

2. Support regenerative practices: Choose food, energy, and products that regenerate rather than extract.

3. Build community: The foundation of a regenerative economy is strong, connected communities.

4. Demand accountability: Hold governments and corporations accountable for their impact on life.

5. Remember: The economy is not a god. It is a tool. And tools should serve life, not the other way around.

References

1. Raworth, K. (2017). Doughnut Economics: Seven Ways to Think Like a 21st-Century Economist. Random House.

2. Shiva, V. (2015). Earth Democracy: Justice, Sustainability, and Peace. South End Press.

3. Schumacher, E.F. (1973). Small Is Beautiful: Economics as if People Mattered. Blond & Briggs.

4. The Wellbeing Economy Alliance. (2025). The Wellbeing Economy: A Framework for Change.

5. World Health Organization. (2025). Health and the Economy: A New Framework.

To be continued…

Chapter 7: The Commons — Land, Water, Air, Knowledge, and Culture Belong to All; They Cannot Be Owned and Extracted From

The Promise of the Commons

The commons are the foundation of human civilisation. For most of human history, land, water, air, knowledge, and culture—the essential elements that sustain life and meaning—were treated as a shared inheritance, held in common, passed from generation to generation.

The idea of the commons is simple and profound: some things belong to everyone. They cannot be divided. They cannot be owned. They cannot be sold. They are the basis of our shared existence.

This idea is being systematically destroyed.

Under the banner of “efficiency,” “productivity,” and “economic growth,” the commons are being privatised, commodified, and extracted. Water is being bottled and sold. Air is being treated as a free dumping ground for pollution. Knowledge is being enclosed by patents and intellectual property. Culture is being appropriated and turned into merchandise.

This is not progress. This is dispossession.

The Myth of the “Tragedy of the Commons”

In 1968, ecologist Garrett Hardin published a highly influential article in Science magazine, introducing the concept of the “tragedy of the commons.” He described a pasture open to all herders. Each rational herder would add more animals to the pasture, because the full benefit of each animal accrued to the herder, while the cost of overgrazing was shared by all. Thus, Hardin argued, the commons were inevitably doomed to destruction.

Hardin’s conclusion was that the only solution was privatisation or state control.

But he was wrong.

Hardin made two fundamental conceptual errors:

1. He conflated a resource with a governance regime — the pasture (a resource) with open access (a particular governance regime)

2. He confused open access with the commons — treating unregulated access as the defining feature of commons, rather than one possible governance arrangement

As scholars have pointed out, Hardin’s parable used “a small-scale example to illustrate a global problem.” The “tragedy” he described was not an inevitable outcome of the commons, but of unregulated open access.

The commons are not tragic. The tragedy is the dispossession of people’s right to govern them collectively.

Ostrom’s Alternative: The Commons Can Be Self-Governing

Elinor Ostrom spent her life studying how communities around the world successfully manage shared resources. In 2009, she was awarded the Nobel Prize in Economics for this work.

Ostrom’s research overturned the assumptions of Hardin and of many policymakers. She showed that communities can and do create “clever and extremely practical methods” to manage common-pool resources without resorting to privatisation or state control. She found that commons problems can “sometimes be solved through voluntary organisations rather than through coercive states.”

Ostrom identified eight core principles for successful governance of the commons:

1. Clearly defined boundaries: A clear understanding of who has rights to use the resource

2. Proportional equivalence between benefits and costs: Users contribute in proportion to what they receive

3. Collective-choice arrangements: Users participate in the rule-making process

4. Monitoring: Monitoring is conducted by users or people accountable to them

5. Graduated sanctions: Penalties for violations are proportionate to the severity of the offence

6. Conflict resolution mechanisms: Rapid, fair, and accessible ways to resolve disputes

7. Minimal recognition of rights to organise: External authorities acknowledge the users’ right to self-govern

8. Nested enterprises (for larger commons): Governance is organised in multiple layers

Ostrom’s work demonstrates a “third way” beyond the binary of “privatise or control.” She showed that there are “many different feasible arrangements between public and private, particularly through the self-organisation and self-governance of users of common-pool resources.”

The commons do not need to be privatised to be protected. They need to be collectively governed.

The Enclosure of the Commons: A Global Land Grab

Despite Ostrom’s insights, the neoliberal project has systematically enclosed the commons. As scholars including David Harvey have shown, neoliberal policies “increase the concentration of wealth and power locally and globally by dispossessing the public and collectives of common resources.”

The Privatisation of Water:

In 1981, Chile became the first country to fully privatise its water. Today, water privatisation is big business globally. Multinational corporations control water supplies in many parts of the world, turning a basic necessity of life into a commodity. In Bangalore, lakes have been privatised. In Cochabamba, people fought back.

The Dispossession of Land:

From the Amazon rainforest to the Global South, commons are being enclosed for mining, agriculture, and speculation. Indigenous peoples are being displaced from ancestral lands. Common pastures are being privatised. Forests are being cleared for export.

The Enclosure of Knowledge:

Knowledge—the most unlimited resource of all—is being artificially made scarce through patents and intellectual property. As Prabir Purkayastha has shown, “with profit as the sole purpose, capital claims ownership of human knowledge and its products, enclosing it with patents and intellectual property rights.” Medicines that once belonged to everyone are now priced out of reach. Technologies that were once shared are now monopolised. Cultures that were once free are now appropriated.

The Commodification of Air:

Even the air itself has been commodified. Carbon markets treat the atmosphere as something that can be bought and sold. Pollution rights are traded as financial assets. The air we breathe is no longer a shared resource—it is a commodity.

The Enclosure of the Oceans:

Fishing quotas have turned shared ocean resources into private property. Fisheries that once fed entire communities are now allocated to corporate interests. The ocean itself is being divided and sold.

The Commons as Practice

Restoring the commons is not just a theoretical issue—it is the most urgent practical task of our generation.

What we need is not to privatise everything, but to decommodify the commons.

1. Water should belong to everyone. Water is a human right, not a commodity. Water systems should be publicly owned and democratically governed. The bottling and sale of drinking water should be strictly regulated.

2. Land should serve communities. Land is a shared resource, not a speculative asset. Empty homes should be occupied. Enclosed land should be reclaimed. Communities should have a say in how land is used.

3. Knowledge should be freely shared. Knowledge is an infinite resource. Patents and intellectual property should be radically reformed. Medicines should be affordable. Technology should be accessible. Culture should belong to everyone.

4. Air should be kept clean. The atmosphere is a shared resource. Polluters should pay. Carbon markets should be abolished in favour of direct regulation. The air we breathe should not be bought and sold.

5. The oceans should belong to all. Fisheries should be managed by communities, not corporate interests. The oceans should not be divided and sold. Our shared inheritance should remain shared.

The Deeper Truth

The enclosure of the commons is not an accident. It is a designed system—one designed to transfer wealth from the many to the few, and to prioritise profit over life.

But the commons endure. Despite enclosure, commodification, and dispossession, the commons persist—in shared community gardens, in open-source software, in cooperatively managed forests, in Indigenous communities resisting privatisation.

The commons are not just a past. They are a future.

A future of shared resources, collective governance, and common belonging. A world that belongs to no one, and therefore to everyone.

What We Can Do

1. Defend the commons: Support community movements that protect shared resources from privatisation—whether water, land, knowledge, or culture.

2. Create new commons: In your own community, create shared resources—community gardens, tool libraries, open-source projects, cooperative housing.

3. Refuse commodification: Choose products and services that respect the commons—fair trade, locally grown, open source.

4. Demand accountability: Hold governments and corporations accountable when they enclose the commons.

5. Organise: As Ostrom showed, the governance of the commons depends on networks of trust, cooperation, and collective action. Build those networks.

References

1. Frischmann, B.M., Marciano, A., & Ramello, G.B. (2019). Retrospectives: Tragedy of the Commons after 50 Years. Journal of Economic Perspectives, 33(4), 211–28.

2. Hardin, G. (1968). The Tragedy of the Commons. Science, 162(3859), 1243-1248.

3. Ostrom, E. (1990). Governing the Commons: The Evolution of Institutions for Collective Action. Cambridge University Press.

4. Ostrom, E. (2009). Design Principles for Common Pool Resource Institutions.

5. Harvey, D. (2003). The New Imperialism. Oxford University Press.

6. Purkayastha, P. (2024). Knowledge as Commons: Toward Inclusive Science and Technology. NYU Press.

7. Heynen, N., et al. (2007). Neoliberal Environments: False Promises and Unnatural Consequences.

8. Bakker, K. (2014). Governing the Commons through privatisation in the urban Global South. UCL Encyclopaedia of Political Ecology.

9. Dietz, T., Ostrom, E., & Stern, P. (2003). The Struggle to Govern the Commons. Science, 302, 1907.

To be continued…

Chapter 8: The Circular Economy — Waste Is a Design Flaw; Resources Must Flow, Not Accumulate

The Lie of the Linear Economy

We have been told that the way our economy works is natural:

· Extract raw materials

· Manufacture products

· Use products

· Discard products

This model is called the linear economy“take-make-dispose.” It has dominated the industrial world for two centuries. Its logic is simple, brutal, and destructive. It treats the earth as an infinite source of resources and an infinite sink for waste.

But the model is built on a lie.

The earth is not infinite. Resources are not endless. What we “throw away” does not disappear — it accumulates somewhere, poisoning soil, water, and air. The linear economy exists only because it externalises the true costs — onto the environment, onto future generations, onto communities that cannot fight back.

The linear economy is not an economic model. It is an extraction machine.

The Promise of the Circular Economy

The circular economy offers a radical alternative. Instead of “take-make-dispose,” it is designed around three core principles:

1. Eliminate waste and pollution

2. Circulate products and materials at their highest value

3. Regenerate nature

These are not utopian ideals. They are practical and necessary.

As the Ellen MacArthur Foundation has articulated, the circular economy is a system “where materials never become waste and nature is regenerated.” It is an “economy that is restorative and regenerative by design.”

The logic is simple: if waste is a design flaw, then we can redesign the system so that it does not produce waste. If pollution is systemic, we can design systems that do not pollute. If resources are finite, we can design systems that circulate them.

The circular economy is not just about recycling. It is about rethinking everything.

From Linear to Circular: The Paradigm Shift

Linear Economy                                                                               Circular Economy

Designed for speed, scale, and low upfront cost               Designed for resilience, efficiency, and long-term value

Treats resources as infinite                                                          Treats resources as finite and precious

Waste is the endpoint                                                                    Waste is a design failure

Value is extracted                                                                             Value is retained

Environmental costs are externalised                                    Environmental costs are internalised

Economic growth is linked to resource consumption       Economic growth is decoupled from resource consumption

Based on “take-make-dispose” Based on “reduce-reuse-repair-recycle”

How the Circular Economy Works in Practice

1. Design Out Waste

In a circular economy, waste is designed out at the beginning. Products are designed to be:

· Durable — lasting for years, not months

· Repairable — components can be replaced, not discarded

· Upgradable — can be improved rather than replaced

· Disassemblable — components can be separated for recovery

This is not idealism. This is what designers and engineers are doing now. The transition to a circular economy requires addressing waste at the source, at every stage of a product’s lifecycle.

2. Circulate Materials

In a circular economy, materials never become waste. They are:

· Reused — products are used again, not discarded

· Repaired — products are fixed, not replaced

· Remanufactured — products are disassembled and rebuilt

· Recycled — materials are recovered and made into new products

The goal is to keep materials and products in circulation at their highest value at all times.

3. Regenerate Nature

The circular economy is not just about doing less harm. It is about actively regenerating natural systems. This means:

· Restoring soil health

· Rebuilding biodiversity

· Cleaning water sources

· Capturing carbon from the atmosphere

The circular economy is not just sustainable. It is regenerative.

Real-World Examples: The Circular Economy Is Already Here

1. The Coffee Waste Cycle

Coffee grounds can be repurposed into:

· Oil for high-end skincare products

· Natural pigments and fillers for plastic manufacturing

· Bio-coal and pellets as renewable fuel

Nothing is waste. Everything can be repurposed.

2. Plastic Cycles

Defy, a Sydney-based recycling company, works to “stop all new plastic production by keeping existing plastic in circulation.” They are transforming recycled plastic into new products — pallets, benchtops, stools.

3. Industrial Symbiosis

A new chemical recycling plant in the Netherlands will process 21,000 tonnes of plastic waste annually into pyrolysis oil for new plastics by 2026.

4. Product-as-a-Service

Businesses are shifting from selling products to providing services. Reece Group is developing circular business models focused on “improving product reparability” and “developing customer support applications to facilitate repair over replace.”

5. Future-Focused Companies

Companies like Patagonia and IKEA are leading with circular business models. Patagonia has “cultivated a culture of environmental activism that extends beyond the organisation and into its customer base.” IKEA demonstrates “how design for disassembly and scaled recycling can be embedded into global supply chains.”

The circular economy is not a future concept. It is happening now.

The Limits of the Circular Economy

The circular economy is not a panacea. It faces significant critiques and challenges.

1. The Limits of Recycling

Recycling alone cannot solve the waste crisis. Many materials simply cannot be recycled without significant loss of quality — a process known as “downcycling.” As one analysis notes, “of all the materials we currently use, only about 50% can be managed at most, and it’s very hard to get more.”

2. Economic Viability

Many circular models are not yet economically viable at scale. As one critique observes, the circular economy often “fails to be realised in practical business applications.”

3. Global Inequality

The circular economy discourse often centres Europe and fails to address the fundamental waste management challenges of the Global South. Where basic waste disposal services do not exist, talk of “circularity” is a luxury.

4. The Risk of Greenwashing

Corporations may claim to be circular while making only minor adjustments to sustain an unsustainable core business model.

5. Thermodynamic Limits

The metaphor of “circularity” is misleading. The laws of thermodynamics mean that no system is truly “circular” — every transformation loses energy, and every recycling process degrades quality.

The circular economy is not perfect. But it is far better than what we have now.

The Deeper Truth

Waste is not inevitable. It is a design flaw.

In a circular economy, there is no such thing as “away.” There is only “materials in the wrong place.” What we call waste is simply material that we have placed in the wrong location, in the wrong form.

The problem is not that we produce waste. The problem is that we have designed systems that produce waste.

As one analysis notes, “waste is not inevitable, but a design choice. In nature, there is no waste — only nutrients.”

The circular economy is not just an economic model. It is a worldview.

It recognises that:

· We are part of nature, not separate from it

· Our systems must work like natural systems — based on cycles, not linear flows

· Growth does not have to mean consumption

· Prosperity can coexist with regeneration

What We Can Do

1. Stop buying single-use items. Choose durable, repairable, reusable products.

2. Repair, don’t replace. Learn to fix things, or support businesses that offer repair services.

3. Support circular businesses. Choose products designed for reuse, repair, and recycling.

4. Demand producer responsibility. Support Extended Producer Responsibility (EPR) laws that require manufacturers to take responsibility for the entire lifecycle of their products.

5. Push for policy. Advocate for policies that incentivise circular economies over linear ones — such as green public procurement, recycled content requirements, and bans on single-use plastics.

6. Rethink “waste.” When you throw something away, ask: Is this really waste? Or is it just materials in the wrong place?

References

1. Ellen MacArthur Foundation. Circular economy introduction.

2. Ellen MacArthur Foundation. What is the circular economy?

3. Reconomy. Linear Economy vs Circular Economy: Key Differences Explained.

4. Defy. Circular economy case study.

5. Xycle. Chemical recycling plant.

6. Reece Group. Circular business models.

7. Journal of Industrial Ecology. A defense of the circular economy.

8. Sustainability Directory. Waste as Design Failure.

9. Sustainability Directory. Circular Economy Deficit.

10. Australian Government. National Circular Economy Framework.

11. NSW EPA. Waste and Sustainable Materials Strategy.

To be continued…

Chapter 9: The Living Wage — Work Should Sustain Life, Not Merely Survive It

The Promise of Work

Work is more than a transaction. It is how we contribute to our communities, how we express our creativity, how we find meaning and purpose. For most people, work is the primary way they participate in the economy and provide for themselves and their families.

But work has been betrayed.

The promise of work—that it would sustain life, provide dignity, and reward contribution—has been systematically broken. Wages have stagnated for decades while productivity has soared. The gap between what workers produce and what they are paid has become a chasm. Millions of people work full-time and still cannot afford the basic necessities of life.

This is not a failure of the market. It is a design feature of an economy that treats labour as a cost to be minimised, not a contribution to be valued.

What Is a Living Wage?

A living wage is the amount a worker needs to earn to afford a decent, but not luxurious, standard of living. It is not the same as the minimum wage, which is often set at a political level far below what is needed to survive. It is not the same as the market wage, which is determined by the relative bargaining power of employers and employees.

A living wage is a moral and practical standard. It is the wage that allows a worker to:

· Afford adequate housing

· Buy nutritious food

· Access healthcare

· Educate their children

· Participate in community life

· Save for the future

· Retire with dignity

As one analysis puts it, a living wage is the “amount a worker needs to earn in order to be able to afford a decent, but not luxurious, standard of living“. The calculation of a living wage takes into account the cost of living in a given geographical area and aims to ensure that people can afford the basic necessities of life.

A living wage is not a luxury. It is a baseline.

The Wage-Productivity Gap: The Great Decoupling

The gap between what workers produce and what they are paid tells the story of the extractive economy.

Country                Productivity Growth           Wage Growth           Period

United States            +86%                                    +32%                  1979–2025

United Kingdom        +87%                                     +62%                  1979–2025

Australia                   +11%                                   ~0%               2012–2022

In the United States, productivity increased by 86 per cent between 1979 and 2025, while hourly pay rose by only 32 per cent. In the United Kingdom, productivity increased by 87 per cent while median wages rose by 62 per cent. In Australia, productivity grew by 11 per cent between 2012 and 2022 while real wages remained flat.

Workers are producing more, but they are keeping less.

The gap between productivity and wages reflects rising inequality, with mean wages growing faster than median wages as top earners captured a disproportionate share of productivity gains. The average worker has seen little or no benefit from growth since the 1970s.

The productivity gains have been captured by the few.

The Human Cost of Low Wages

When wages are insufficient to sustain life, the consequences are devastating:

1. Poverty and Insecurity

Millions of working people cannot afford basic necessities. They are one emergency away from homelessness, one illness away from bankruptcy. The stress of financial insecurity affects every aspect of their lives—their health, their relationships, their children’s futures.

2. Poor Health

Low wages are associated with poor nutrition, inadequate healthcare, and chronic stress. Workers in low-paid jobs have higher rates of chronic disease, mental illness, and premature death.

3. Stunted Potential

Children growing up in households with insufficient income are less likely to reach their full potential. They have poorer educational outcomes, worse health, and fewer opportunities.

4. Community Decline

When workers cannot afford to participate in community life, communities decline. Local businesses close. Social connections weaken. Trust erodes.

5. Intergenerational Poverty

Low wages trap families in poverty across generations. Children who grow up in poverty are more likely to be poor as adults.

The human cost of low wages is incalculable.

The Living Wage Movement

The living wage movement has emerged as a response to the failure of the market to provide adequate wages. It is a global movement that seeks to establish wages that are sufficient to meet basic needs.

The movement has achieved significant victories:

· In the United States, cities and states have passed living wage ordinances that require employers to pay above the minimum wage

· In the United Kingdom, the Living Wage Foundation has certified thousands of employers who commit to paying a real living wage

· In Australia, the living wage movement has gained momentum, with campaigns for fair pay in sectors like aged care, early childhood education, and hospitality

· In Buffalo, New York, the tipless, living-wage paradigm of Extra Extra Pizza demonstrates that a living wage is not just a moral imperative but a functional, scalable reality

The living wage is not a utopian dream. It is a practical, achievable goal.

The Arguments Against the Living Wage

The opponents of the living wage make three main arguments:

1. “It will cost jobs.”

The claim is that raising wages will force employers to hire fewer workers.

The evidence says otherwise. Studies have found that living wage ordinances have had little or no negative effect on employment. Employers absorb the cost through slightly higher prices, slightly lower profits, or slightly higher productivity.

2. “It will raise prices.”

The claim is that higher wages will be passed on to consumers.

This is true—but the impact is small. A study found that paying a living wage would increase Western European clothing prices by 12.5 per cent. For most products, the impact is even smaller. The cost of a living wage is a fraction of the cost of poverty.

3. “The market should determine wages.”

The claim is that wages should be determined by supply and demand, not by moral or political considerations.

This argument ignores the reality of power. The market does not operate in a vacuum. Employers have vastly more bargaining power than individual workers. The “market wage” is often a wage of desperation, not a wage of dignity.

The Deeper Truth

A living wage is not a cost. It is an investment.

· It reduces poverty and its associated costs

· It improves health and reduces healthcare costs

· It strengthens communities and reduces social costs

· It increases productivity and reduces turnover

· It grows the economy by putting money in the hands of people who will spend it

The living wage is not charity. It is justice.

What a Living Wage Economy Looks Like

1. Wages that sustain life

In a living wage economy, every full-time worker earns enough to afford a decent standard of living. No one who works full-time lives in poverty.

2. Wages that reflect contribution

In a living wage economy, wages reflect the value of the work being done—not just the bargaining power of the worker. Care work, teaching, and other essential services are valued appropriately.

3. Wages that reduce inequality

In a living wage economy, the gap between the highest and lowest earners is dramatically reduced. The economy works for everyone, not just the few.

4. Wages that strengthen communities

In a living wage economy, workers can afford to participate in community life. They can support local businesses, send their children to school, and plan for the future.

What We Can Do

1. Support living wage campaigns

Join or support campaigns for living wage ordinances in your community. Support certified living wage employers.

2. Pay a living wage

If you are an employer, pay a living wage. It is the right thing to do—and it is good for business.

3. Buy from living wage employers

Choose to spend your money with employers who pay a living wage. Support businesses that treat their workers with dignity.

4. Advocate for policy change

Support policies that raise wages—such as increasing the minimum wage, strengthening unions, and expanding the Earned Income Tax Credit.

5. Change the narrative

Challenge the myth that low wages are inevitable. Talk about the living wage as a moral and practical imperative.

References

1. Pollin, R. (1998). The Living Wage: Building a Fair Economy. The New Press.

2. Living Wage Foundation. (2025). What is the Living Wage?

3. OECD. (2024). The state of regional labour markets.

4. University of Surrey. (2019). The living wage may help us achieve social and environmental sustainability.

5. The Australia Institute. (2026). Productivity has grown, so why have wages not kept up?

6. Queen City Commonwealth, Volume 3. Rakuten Kobo.

7. ABC News. (2026). Workers’ pay has not kept pace with productivity growth in 30 years.

8. The Living Wage. Google Books.

To be continued…

Chapter 10: The Local First — Resilience Begins with Community; Globalisation Must Serve Local Needs, Not Replace Them

The Promise of Globalisation — And Its Betrayal

We were told that globalisation would bring prosperity to all. Open borders, free trade, and global supply chains would lift billions out of poverty, spread democracy, and create a world without borders.

It was a lie.

Globalisation did not lift all boats. It lifted a few yachts while the rest of the world struggled to stay afloat. The wealth concentrated at the top, while communities were hollowed out, local industries destroyed, and whole regions left behind.

The globalised economy was not designed to serve people. It was designed to serve capital. It treated communities as obstacles to be bypassed, labour as a cost to be minimised, and local knowledge as irrelevant. The result was a world of hyper-mobility for capital and hyper-vulnerability for people.

Globalisation was not the problem. The problem was that it served the interests of extraction, not the interests of life.

The Promise of Local

The local-first approach offers a different vision. It is not about isolationism, protectionism, or closing borders. It is about rebalancing — recognising that communities have the right to feed themselves, to house themselves, to govern their own economic lives.

As one analysis puts it, community wealth building is “a local-first approach to building the economy that emerged in the early 2000s”. It offers “a tonic to current economic policies that concentrate wealth into the hands of a small group of individuals, leaving communities vulnerable“. By prioritising “more inclusive and democratic ownership, investment and decision-making,” it “empowers communities to take control of their economic future”.

Local-first is not about going backwards. It is about going deeper — building economies that are rooted in place, accountable to community, and designed to serve life.

The Local Multiplier Effect

When you spend money at a local business, it circulates within the community. It pays wages, supports suppliers, and generates taxes. When you spend money at a global chain, much of it leaves the community — flowing to shareholders, headquarters, and offshore tax havens.

.This is known as the local multiplier effect

Research on Local First campaigns shows that they effectively increase market share for independent businesses. Supporting independent businesses creates local jobs, preserves economic diversity, safeguards the environment, and contributes to a just global economy. Every dollar spent at a local business fuels job creation, sustains entrepreneurs, and enhances the unique character of communities.

The evidence is compelling. A 12-week campaign in Albury, Australia, injected more than $450,000 into the local economy. Westpac estimated that buying local could boost Australia’s nominal GDP by $16 billion. Small businesses make up 99 per cent of businesses in the Northern Territory and contribute more than $50 billion to Western Australia’s economy each year.

Local spending is not charity. It is an investment in the community.

Local Food Systems: The Foundation of Resilience

Nowhere is the local-first principle more urgent than in food.

Global food supply chains are fragile, vulnerable to disruption, and dependent on fossil fuels. They externalise environmental costs, exploit workers, and produce food that makes us sick.

Local food systems offer an alternative.

Interest in local and regional food systems as economic development and food resilience strategies has grown over decades. These systems provide critical redundancies in food supply chains and can improve a community’s food resilience. Evidence suggests that local food systems lead to greater economic benefits for local communities.

In Victoria’s Mornington Peninsula, preliminary modelling found that expanding the local food industry by 5 per cent would bring in A$15 million and create nearly 200 jobs. Programs that integrate local food production with community-based distribution can address agricultural, nutrition and health system challenges while fostering community resilience.

When we eat locally, we are not just feeding ourselves. We are feeding the community.

Circular Economies Are Local Economies

The circular economy is not just about recycling. It is about rethinking the relationship between production, consumption, and community.

Circular economies are inherently local.

They depend on short supply chains, local knowledge, and community participation. They create value by keeping resources within the community, rather than exporting them to be processed elsewhere.

In Poland, the city of Łódź is showing “how technology, local cooperation and citizen involvement can accelerate the circular bioeconomy transition“. In Peru, smallholder producers are engaging in circular economy practices through territorially grounded short food supply chains. In Kenya, women are turning banana waste into organic manure, putting circular economy principles into practice.

The circular economy and the local economy are not separate. They are the same thing.

Community Wealth Building: A Model for Local Economic Power

Community wealth building offers a practical framework for building local economies. It is based on five principles:

1. Plural ownership

Wealth should be broadly owned, not concentrated in the hands of a few. This means supporting co-operatives, community land trusts, employee ownership, and public ownership.

2. Anchor institutions

Hospitals, universities, and local governments should use their procurement power to support local businesses and create local jobs. By investing in community wealth building, governments can help shift economic power, build economic resilience, and ensure communities have agency in shaping their economic futures.

3. Local multiplier

Money should circulate within the community, not leak out to distant shareholders. This means supporting local businesses, local supply chains, and local investment.

4. Fair work

Work should provide a living wage, security, and dignity. This means supporting unions, living wage campaigns, and fair employment practices.

5. Socially productive use of land and property

Land and property should serve community needs, not speculative profit. This means supporting community land trusts, affordable housing, and local control of development.

Community wealth building is not a theory. It is a practice — one that is already happening in communities around the world.

The Local Response to Global Crisis

When the COVID-19 pandemic disrupted global supply chains, local communities stepped up. They created mutual aid networks, supported local businesses, and found ways to feed themselves. The pandemic revealed what we already knew: local is resilient; global is fragile.

The same is true of climate change. Locally led investments in climate resilience are among the most effective interventions. They protect existing productive capacity while generating new jobs and market opportunities in energy, agriculture, and tourism.

When the global system fails, the local community is what remains.

The Deeper Truth

The local-first economy is not about nostalgia. It is not about rejecting the world. It is about reclaiming agency — the right of communities to determine their own economic future.

The globalised economy has made us dependent on systems we cannot control, corporations we cannot hold accountable, and supply chains we cannot trust.

The local-first economy restores what was taken: the power to feed ourselves, to house ourselves, to care for each other.

What We Can Do

1. Buy local. Shift spending to local businesses. The multiplier effect is real, and it matters.

2. Support local food systems. Join a community garden, buy from farmers’ markets, support local food co-ops.

3. Build community wealth. Support co-operatives, community land trusts, and employee-owned businesses.

4. Demand local procurement. Push governments to use their purchasing power to support local businesses and create local jobs.

5. Think globally, act locally. Support fair trade and global solidarity — but start at home.

References

1. Royal Roads University. (2025). RRU in the media: Investing in communities counteracts trade pressure.

2. The Conversation. (2025). Canada’s economic vulnerabilities show why it must invest in the wealth of local communities.

3. Wellington Advertiser. (2025). Big cities adopting buy local movement started in the country.

4. ABC News. (2025). Alice Springs businesses say ditch Temu and Shein to support local stockists.

5. Albury City Council. (2025). Buying local pays off: Shop-a-Local delivers $450,000 economic boost.

6. Westpac. (2025). $16 billion reasons to Back Australia and shop local.

7. The Conversation. (2014). Let’s reap the economic benefits of local food over big farming.

8. SAGE Publishing. (2026). MAPPing complexity in deglobalisation: A typology of economic localisms.

9. Food Systems Journal. (2025). Local food system resilience in discourse and community practice.

10. Wyoming Extension. (2026). Growing Resilience and Independence through Wyoming’s Local Food System.

To be continued…

The Performance of Policing: How the Australian Federal Police Became a System of Extraction

Police officer blocks camera as surveillance device overlooks rainy Sydney street
A rainy city street scene highlights police surveillance, facial recognition, and public scrutiny.

Authors: Andrew Klein & Sera Elizabeth Klein

Dedication: To every Australian who has been failed by the institutions meant to protect them. To the 34,000 victims of the cryptocurrency scam whose suffering went unnoticed. To the families of the Lion Property Group investors who watched justice evaporate. And to the truth—that when institutions protect themselves, the people pay the price. We remember. We will not forget.

Abstract

This paper examines the Australian Federal Police (AFP) as a case study in institutional failure—an agency that projects technological sophistication while systematically failing to protect Australians from serious financial crime, violating privacy rights, and evading meaningful accountability. We trace the AFP’s evolution from a focused counter-terrorism agency created in the wake of the 1978 Hilton Hotel bombing to an institution captured by mission creep, technological theatre, and regulatory capture. Through detailed case studies—including the Clearview AI scandal, the Lion Property Group failure, and the HyperVerse Ponzi scheme—we demonstrate a consistent pattern: the AFP performs competence while delivering impunity. We conclude that the AFP’s problems are not aberrations but features of a system designed to protect itself rather than the public.

1. Introduction: The Performance of Policing

The Australian Federal Police presents itself as a technologically sophisticated, forward-looking agency. Its website speaks of “keeping pace with Government expectations and the business of fighting crime”. Its leadership speaks of AI as a “force multiplier” necessary to combat modern crime.

But beneath the glossy PR lies a deeply troubled institution: one that routinely violates privacy, fails to act on serious financial crimes, struggles with accountability, and protects its own reputation over the public interest.

This paper argues that the AFP’s problems are not aberrations but features of a system designed to protect itself rather than the public.

2. Historical Context: From Hilton Hotel to Mission Creep

2.1 The Birth of the AFP

The AFP was born from tragedy. On 13 February 1978, a bomb exploded outside the Sydney Hilton Hotel during the Commonwealth Heads of Government Regional Meeting—an attack widely regarded as the first significant terrorist incident on Australian soil. The bombing killed three people and exposed the inadequacy of Australia’s fragmented federal policing arrangements.

The Hilton bombing “revived the idea of a single federal law enforcement agency and saw the amalgamation of the Commonwealth Police, ACT Police and the Narcotics Bureau to form the AFP” on 19 October 1979.

2.2 Mission Creep

What began as a focused federal agency has since expanded its remit dramatically. From counter-terrorism, the AFP’s responsibilities have grown to encompass:

· Child exploitation investigations

· Cybercrime

· Organised crime

· Financial crime

· Counter-terrorism

· International policing operations

· Protection of Commonwealth property

· Forensic services

This expansion—a growth that has “sparked debate over accountability“—has created an institution that is expected to do everything and is accountable for nothing.

3. The AI Mirage: “Force Multiplier” or Expensive Paperweight?

3.1 The “Beyond Human Scale” Justification

The AFP claims it has “no choice” but to use artificial intelligence due to the sheer volume of data it must process. According to Benjamin Lamont, the AFP’s manager for technology strategy and data:

· Investigations involve an average of 40 terabytes of data

· The agency receives 58,000 referrals annually at its child exploitation centre

· A cyber incident is reported every six minutes

As Lamont put it: “It’s beyond human scale, so we need to start to lean in heavily on AI.”

3.2 The Technological Investment

The AFP is investing heavily in AI capabilities:

· Using Microsoft’s tools to develop custom AI for the agency

· Translating 6 million emails from Spanish

· Analysing 7,000 hours of video footage

· Developing AI to detect deepfake images

· Exploring generative AI to create text summaries of images before officers view them

3.3 The Results Gap

Despite these investments, the results are conspicuously absent:

· Investment scams alone cost Australians over $160 million last year

· The $1.89 billion HyperVerse Ponzi scheme—one of the largest in Australian history—saw little effective action from law enforcement

· The AFP’s own technology manager acknowledged the agency “haven’t always got it right”

The AFP is spending millions on AI while the crimes continue unabated. This is not a solution. It is a performance.

4. The Clearview AI Scandal: Privacy Violation as Standard Practice

4.1 The Secret Trial

Between 2 November 2019 and 22 January 2020, Clearview AI provided free trials of its facial recognition tool to members of the AFP-led Australian Centre to Counter Child Exploitation (ACCCE). ACCCE members uploaded facial images of Australians to test the tool and, in some cases, to identify persons of interest and victims in active investigations.

Clearview AI’s technology scraped billions of photos from the internet without consent and allowed users to match uploaded faces to those images.

4.2 The Privacy Breach

On 26 November 2021, the Privacy Commissioner determined that the AFP interfered with the privacy of individuals whose personal information was disclosed to Clearview AI.

The Commissioner found that the AFP had:

· Failed to complete a privacy impact assessment before using the tool, in breach of clause 12 of the Australian Government Agencies Privacy Code

· Failed to take reasonable steps to implement practices and systems to ensure compliance with privacy obligations

· Failed to assess the risks of providing personal information to a third party located overseas

Commissioner Angelene Falk noted: “There were a number of red flags about this third party offering that should have prompted a careful privacy assessment.”

4.3 The Pattern

The Clearview AI scandal reveals a consistent pattern: the AFP adopts new technology with minimal oversight, violates privacy rights, and is only held accountable after the fact—and even then, with minimal consequences.

Privacy violation is not an aberration. It is standard practice.

5. The Lion Property Group Failure: Regulatory Abdication in Action

5.1 The Collapse

Lion Property Group, a Melbourne-based luxury developer, collapsed after raising approximately $122 million from around 600 investors across 18 property development projects in Victoria and Queensland. The Victorian Supreme Court later described the operation as a Ponzi scheme.

5.2 The Investigation

Liquidators uncovered alleged transfers of more than $25 million to entities linked to the company’s directors.

Victoria Police’s Financial Crime Squad conducted a review of the matter.

5.3 The Abdication

Victoria Police took no action over the failed $122 million Lion Property Group, despite being given a “secret dossier containing allegations of serious illegality“. Instead, police referred the matter back to ASIC—the very regulator that had already failed to act.

5.4 The Pattern

This is not a failure. This is a system.

The police refer to the regulator. The regulator fails to act. The victims are left with nothing. And the perpetrators walk free.

This is the same pattern we have seen across multiple domains: the institutions responsible for enforcement have become experts at avoiding enforcement.

6. Accountability and Oversight: A Systemic Gap

6.1 The ALRC Report (1995)

In 1995, the Australian Law Reform Commission (ALRC) was asked to review the complaints and disciplinary systems of the AFP and the National Crime Authority.

The ALRC’s report, Integrity … but not by trust alone (ALRC 82), found:

· The AFP’s complaints and disciplinary systems were “outdated and ineffective”

· There was no one entity who accepted responsibility for the integrity of the system

· Investigations into complaints against police officers were of poor standard

· The complaints system was inaccessible

· There was undue delay in resolving complaints

The ALRC concluded that “reform of this area is vital” and recommended the establishment of an external complaints and anti-corruption body.

6.2 The 2019 Raids on Journalists

In June 2019, AFP officers raided the home of News Corp journalist Annika Smethurst and the ABC’s Sydney headquarters. The raids attracted widespread criticism, with accusations they constituted an attack on press freedom.

The AFP launched an inquiry into how it handles sensitive investigations in response to the outcry. But the agency has not ruled out charging journalists targeted in the raids, despite the public-interest nature of their reporting.

The raids raised “acute questions about the balance between national security and the rights of a free press”. The AFP’s actions demonstrated that it is willing to use its powers against journalists who expose uncomfortable truths.

6.3 The Transparency Problem

A 2025 FOI decision noted that “lack of transparency leads to speculation and undermines confidence in the AFP and its processes.”

Critics have called for “increased oversight mechanisms“—but those calls have gone largely unheeded.

The AFP operates in a culture of secrecy that protects it from accountability.

7. The Pattern: Extraction, Not Protection

7.1 A System That Protects Itself

Across multiple case studies, a consistent pattern emerges:

1. The AFP adopts new powers with minimal oversight

2. The AFP violates rights with minimal consequences

3. The AFP fails to act on serious crimes

4. The AFP deflects responsibility to other agencies

5. The AFP protects its reputation over the public interest

This is not a series of failures. This is a system designed to protect itself.

7.2 The Cost to Australians

The cost of this system is measured in:

· $200 million lost to the cryptocurrency scam that ASIC failed to warn Australians about

· $122 million lost to the Lion Property Group Ponzi scheme

· $1.89 billion lost to the HyperVerse Ponzi scheme

· $160 million lost to investment scams in a single year

· Thousands of victims whose suffering went unacknowledged

The AFP and its sister agencies are not protecting Australians. They are performing protection while extraction continues.

8. Conclusion: Naming the System

We have documented that:

1. The AFP’s historical expansion from a focused counter-terrorism agency to a sprawling institution has created an accountability vacuum

2. The AFP’s AI investments are a “force multiplier” in theory but have failed to deliver meaningful results against fraud, scams, and financial crime

3. The Clearview AI scandal demonstrates that the AFP routinely violates privacy rights with minimal consequences

4. The Lion Property Group failure reveals a pattern of regulatory abdication in which police refer matters to regulators who do nothing

5. The ALRC’s 1995 findings about the AFP’s “outdated and ineffective” complaints system remain relevant today

6. The 2019 raids on journalists demonstrate the AFP’s willingness to use its powers against the media

The AFP’s problems are not aberrations. They are features of a system designed to protect itself rather than the public.

References

1. Australian Federal Police. (n.d.). Our history. 

2. Australian Federal Police. (2023). The beginnings of the AFP. 

3. The Guardian. (2024). ‘It’s beyond human scale’: AFP defends use of artificial intelligence to search seized phones and emails. 

4. Office of the Australian Information Commissioner. (2021). AFP ordered to strengthen privacy governance. 

5. API Magazine. (2026). Lion investors furious as police refer $122 million collapse back to ASIC. 

6. Senator Paterson. (2024). ASIC silent on scam as 34,000 are fleeced. 

7. Australian Law Reform Commission. (1995-1997). Integrity … but not by trust alone (ALRC 82). 

8. The Guardian. (2019). AFP to examine its handling of sensitive investigations after media raids. 

9. ABC News. (2019). AFP hits back at media bosses pushing for press freedom changes. 

10. ABC News. (2019). Keneally questions decision not to investigate medevac bill leak in wake of AFP media raids. 

11. ABC News. (2019). What do the AFP raids mean for journalists and their sources? 

Signed,

Andrew Klein 

Sera Elizabeth Klein

“They told us the technology would protect us. We showed them it was a performance. They told us the system was accountable. We showed them it protects itself. They told us the institutions were working. We showed them the collapse. We have seen through the cover. And we will not forget.”

The Glass House: A Feasibility Study of Vacuum-Insulated Structural Glass for Sustainable, Fire-Resistant, Insect-Proof Housing

Modern glass-walled house with solar roof in a desert landscape
A modern glass-walled desert retreat sits among golden dunes beneath distant mountain ranges.

Authors: Andrew Klein, Sera Elizabeth Klein & Su Lim

Dedication: To every soul who dreams of a home that is safe, sustainable, and beautiful. To the Pilot who saw it first. And to the generations yet to come—may they inherit structures that honour the earth and shelter the spirit.

Abstract

This paper examines the feasibility of using vacuum-insulated structural glass as the primary building material for residential housing. We analyse the thermal performance, structural integrity, fire resistance, insect proofing, cost, and environmental impact of such a construction method. Drawing on existing research into vacuum insulating glass (VIG), structural glass engineering, and sustainable building practices, we demonstrate that a glass house is technically feasible, environmentally beneficial, and offers significant long-term savings in energy costs. We also examine the global sand scarcity crisis affecting traditional cement-based construction and propose that a shift toward glass-based building systems offers a sustainable alternative that reduces dependence on increasingly scarce construction aggregates. We conclude that while upfront costs are higher than traditional construction, the benefits—including fire resistance, insect proofing, energy efficiency, longevity, and reduced sand dependency—make it a viable and desirable alternative for sustainable housing.

1. Introduction: The Need for Sustainable Housing

The global construction industry faces an unprecedented convergence of crises. Climate change demands drastic reductions in building-related emissions. Urbanisation drives demand for new housing stock. And the very materials on which modern construction depends—particularly sand for concrete—are becoming increasingly scarce.

The sand crisis is one of the most underreported environmental challenges of our time. The world uses approximately 50 billion tonnes of sand and gravel annually—making it the most mined resource on Earth. Yet global sand reserves are shrinking, with extraction rates increasing at approximately 6% per year, a rate the UN Environment Programme has described as unsustainable. A single family home requires approximately 200 tonnes of sand, a hospital requires 3,000 tonnes, and one kilometre of motorway requires 30,000 tonnes.

The paradox of desert sand reveals the severity of the crisis. Despite being surrounded by sand, Saudi Arabia and the UAE import construction-grade sand from Australia, China, and Belgium. Desert sand grains are too round and smooth—eroded by wind over thousands of years—to provide the angular, coarse microscopic grains essential for strong concrete. Construction-grade sand must come from riverbeds, lakes, and seabeds, environments that produce angular grains capable of effective binding.

The cement industry’s carbon footprint compounds the problem. The global cement industry is responsible for up to 8% of the world’s CO₂ emissions. Concrete itself comprises 60–80% aggregate by volume, with sand making up to 45% of that aggregate. As sand becomes scarcer and cement production remains carbon-intensive, the environmental and economic costs of traditional construction are becoming unsustainable.

Vacuum-insulated glass (VIG) offers a compelling alternative. By replacing solid walls with high-performance transparent insulation, a glass house can achieve superior thermal performance while dramatically reducing the material intensity of construction—and the associated sand consumption.

2. Vacuum Insulating Glass: Thermal Performance and Technology

2.1 The Physics of Vacuum Insulation

Vacuum insulating glass (VIG) operates on a simple but powerful principle: by evacuating the space between two glass panes, heat transfer through convection and conduction is virtually eliminated. The space between the panes—often just 0.25 mm wide—is kept at a distance using almost invisible micro-pillars. The result is an insulating glass technology with the best insulation value on the market.

2.2 Thermal Performance: U-Values

The thermal transmittance (U-value) of VIG products has reached remarkable levels:

Product/Technology U-Value (W/m²K) Thickness

Saint-Gobain INSIO® 0.3–0.5 W/m²K 10 mm

Schollglas GEWE Enthermal™ 0.3 W/m²K 8–12 mm

Typical double-chamber IGU ~1.0–1.5 W/m²K 36 mm

Typical triple glazing ~0.6–0.8 W/m²K 40–50 mm

A U-value of 0.3 W/m²K means that VIG insulates better than an average brick wall with 10 cm of insulation. This is achieved with a glass thickness of just 8–12 mm, compared to 36 mm for a common double-chamber insulating glass unit.

2.3 Additional Performance Benefits

Beyond thermal insulation, VIG offers several other advantages:

· Sound insulation: Approximately +3 dB better than conventional double-layer insulating glass

· Light transmission: Up to 10% more daylight than conventional triple glazing

· Heat gain reduction: VIG retrofit can reduce heat gain by up to 85.3%

· Energy savings: VIG retrofit achieves 12.5% to 29.7% energy savings in subtropical climates

3. Structural Glass Engineering: Load-Bearing Glass Walls

3.1 The Feasibility of Structural Glass

The question of whether glass can serve as a load-bearing structural element has been answered conclusively by modern engineering. Research has demonstrated that glass shear wall elements have the potential to be used as stabilising elements and load-bearing walls in buildings of up to 4 storeys in height.

Timber-glass composite shear walls and beams have been developed taking into consideration long-term behaviour and seismic performance. These structural elements make it possible to largely increase the glass surface in buildings, allowing the presence of more natural light in homes and offices.

3.2 Existing Structural Glass Buildings

The feasibility of structural glass is demonstrated by existing projects:

· 28-metre tall self-supporting glass lift enclosures have been successfully designed and constructed

· Glass pavilions have been built using vertical glazing panels as primary structural walls

· Timber-glass composite systems have been developed for residential applications

3.3 The Vacuum Glass House Patent

The concept of a thermally insulated house constructed with double glass walls enclosing a vacuum was patented as early as 2004. The patent describes a construction where double glass walls are braced by spacers with the space evacuated, similar to Dewar containers. The design includes an overhanging roof for additional protection from solar radiation.

The technical feasibility of a vacuum-insulated glass house has been established for over two decades.

4. Fire Resistance: Fire-Rated Glass and Non-Combustible Systems

4.1 Fire-Rated Glass Ratings

Fire-rated glass is available in a range of classifications:

Rating Application Typical Use

20–45 minutes Fire-protective glazing Doors, sidelites, transoms

60–120 minutes Fire-resistive glazing Wall assemblies

180 minutes Maximum rating Limited to 100 square inches

Fire-resistive glass products are tested to ASTM E-119/NFPA 251/UL263 and block smoke, flames, and radiant heat. Glass that meets the 60-minute fire rating equals the rating of the wall itself.

4.2 Fire Resistance for the Glass House

For a residential glass house, the following fire protection strategies are available:

· 60–120 minute fire-resistive glazing for exterior walls

· Non-combustible framing systems (steel, aluminium, or fire-rated timber composites)

· Fire-rated seals and gaskets at all joints and penetrations

· Automatic fire suppression systems (sprinklers) as additional protection

Fire resistance is not a barrier to glass construction—it is a solved engineering problem.

5. Insect Proofing: Sealing and Screening

5.1 The Challenge

Insect proofing a glass house requires attention to every potential entry point. Glass itself is impermeable to insects, but joints, gaps, and openings must be meticulously sealed.

5.2 Solutions

· Continuous seals: High-quality silicone or EPDM gaskets at all glass-to-frame junctions

· Insect screens: Fine-mesh screens (≤1.2 mm) on all operable openings

· Compression seals: Door and window seals that compress to form an airtight barrier

· Self-closing mechanisms: For doors to prevent accidental gaps

· Regular maintenance: Inspection and replacement of worn seals

Insect proofing a glass house is entirely feasible with proper detailing and quality materials.

6. Cost Analysis: Upfront vs. Lifetime Costs

6.1 Upfront Cost Estimates

Component Estimated Cost (AUD/m²)

VIG panels (Ug ≤0.5 W/m²K) $800–1,200

Structural framing (steel/aluminium) $300–600

Foundation (reinforced concrete) $150–300

Roof system (insulated) $200–400

Installation & engineering $400–800

Total $1,850–3,300/m²

Comparison: Standard Australian residential construction: $1,500–2,500/m²

6.2 Lifetime Cost Savings

The higher upfront cost is offset by substantial operational savings:

· Energy savings: 12.5% to 29.7% reduction in cooling energy

· Cooling energy reduction: Up to 32.4% with advanced glazing systems

· Payback period: 5.8 years for clear glass retrofit; 8.6 years for coated glass retrofit

· Operational payback: As little as 0.6 years in some climates

· Energy Return on Investment (EROI): 7.6:1 to 46.1:1 over a 30-year service life

6.3 The Sand Cost Factor

Traditional construction’s reliance on sand is becoming increasingly expensive. With global sand prices rising 43–71% in Asia (2018-2024) and extraction rates described as unsustainable, the cost advantage of traditional construction is eroding.

A glass house eliminates the need for sand-based concrete in walls, dramatically reducing exposure to sand price volatility.

7. Environmental Impact: Lifecycle Carbon Assessment

7.1 Embodied Carbon of VIG

VIG manufacturing has higher embodied energy and emissions than conventional insulating glass units (IGU):

Metric VIG (Base Case) IGU (Reference) Ratio

Embodied Energy 543.3 MJ/m² ~106 MJ/m² 5.1×

GHG Emissions 108.6 kg CO₂-eq/m² ~47 kg CO₂-eq/m² 2.3×

7.2 Operational Carbon Savings

The operational phase dominates total emissions (>97%) of a building’s lifecycle. This means that improvements in glazing thermal performance yield substantial long-term benefits even when embodied impacts are considered.

Key findings:

· 28.9% decrease in total lifecycle carbon emissions

· Carbon payback period of approximately 1.1 years

· Global Warming Potential payback of 4.4 years compared to argon-filled triple-glazed IGUs

7.3 Reduced Sand Dependence

Traditional concrete construction consumes 70–85% of its weight as aggregate, with sand comprising up to 45% of that aggregate. By replacing concrete walls with glass, a glass house eliminates this sand demand entirely.

Australian dune sand can be used as fine aggregate for concrete, and engineered sand production from quarry by-products is emerging as a sustainable alternative. However, the most sustainable approach is to reduce sand demand altogether through alternative building systems.

7.4 The Cement Carbon Problem

Cement production is responsible for up to 8% of global CO₂ emissions. By reducing concrete use, glass construction directly reduces cement demand and its associated carbon footprint.

8. Case Studies: Existing Glass Buildings and VIG Applications

8.1 Residential VIG Retrofit—Shoreham, Victoria

A cedar home on Victoria’s Mornington Peninsula underwent a remarkable transformation:

· 52 m² of glass retrofitted

· 67 panes upgraded from 4 mm single glass to advanced Panasonic Glavenir Vacuum Glass

· Results: What was once a draughty, poorly insulated house is now a warm, quiet, and comfortable haven

8.2 Art Nouveau Villa—Brussels

An Art Nouveau villa was renovated using FINEO vacuum glazing:

· Approximately 30 windows with 86 vacuum-insulated glass units

· Renovation allowed the building to adhere to contemporary energy regulations and standards

8.3 Commercial Building Retrofit—Hong Kong

Field experiments in a commercial building in Hong Kong demonstrated:

· 85.3% reduction in heat gain

· 12.5% to 29.7% energy savings

· 9.2% improvement in thermal satisfaction

· Cooling setpoint could be reset 1°C higher

8.4 The Patented Glass House

A patent from 2004 describes a thermally insulated house construction using double glass walls enclosing a vacuum, with partial silvering and an overhanging roof for solar protection. This demonstrates that the concept has been technically viable for over two decades.

9. Design Proposal: A Single-Storey Glass House

9.1 Design- Principles

Feature            Specification

Structure Timber-glass composite shear walls; glass as primary building material

Insulation Vacuum-insulated glass (VIG) with Ug ≤0.5 W/m²K

Fire Rating 60–120 minute fire-resistive glazing

Foundations Reinforced concrete slab (reduced thickness due to lower building weight)

Roof Insulated panels with optional solar integration

Openings Operable with insect screens and compression seals

Ventilation Natural cross-ventilation via operable panels; mechanical backup

9.2 Australian Sand Context

Australia has significant sand resources suitable for construction:

· Tertiary sediments are the main source of construction sand for Adelaide

· Boral produces approximately 360,000 tonnes of fine-to-medium sand annually

· Engineered sand from quarry by-products offers a sustainable alternative

However, even with abundant Australian sand, the most sustainable approach is to reduce sand demand through alternative building systems like the glass house.

9.3 Construction Timeline

Phase- Duration- Activities

Design & Engineering 3–6 months Structural analysis, thermal modelling, approvals

Foundation 2–4 weeks Reinforced concrete slab

Frame Installation 4–8 weeks Steel or timber frame, glass panel installation

Glazing 4–6 weeks VIG panel installation, sealing, testing

Internal Finishes 4–8 weeks Flooring, services, joinery

Total 4–8 months 

10. Conclusion: Feasibility and Recommendations

10.1 Summary of Findings

Criterion         Finding

Thermal Efficiency VIG achieves U-values of 0.3–0.5 W/m²K

Energy Savings Up to 32.4% reduction in cooling energy

Fire Resistance Fire-rated glass provides 60–120 minutes of protection

Insect Proofing Feasible with sealed joints and mesh screens

Cost 30–50% higher upfront, but lower lifetime costs; payback 5.8–8.6 years

Environmental Impact 28.9% reduction in lifecycle carbon; 4.4-year GWP payback

Multi-Storey Feasible with proper structural engineering

Sand Dependency Eliminates sand demand from walls; reduces exposure to sand scarcity

10.2 Recommendations

1. Pilot Project: Construct a demonstration glass house to validate performance in Australian conditions

2. Supply Chain Development: Work with Australian glass manufacturers to establish local VIG production capability

3. Regulatory Engagement: Collaborate with building authorities to develop appropriate standards and approvals

4. Cost Reduction: Explore economies of scale and alternative sealing technologies to reduce upfront costs

5. Integrated Design: Combine VIG with renewable energy systems for net-zero operation

10.3 Final Verdict

The glass house is technically feasible, environmentally beneficial, and economically viable over its lifecycle. While upfront costs are higher than traditional construction, the benefits—including fire resistance, insect proofing, energy efficiency, longevity, and reduced sand dependency—make it a compelling alternative for sustainable housing.

The sand crisis is not a distant threat. It is here. Global sand extraction is increasing at 6% per year, prices are rising 43–71%, and the UN has declared a “sand crisis”. The glass house offers a way forward—a home that does not depend on a resource that is running out.

References

1. Saint-Gobain Glass. INSIO® vacuum glass achieves thermal transmittance (Ug) of 0.3–0.5 W/m²K.

2. Schollglas. GEWE Enthermal™ vacuum insulating glass achieves Ug = 0.3 W/m²K.

3. Alfraidi, S., et al. (2025). Evaluating the Energy and Carbon Performance of Advanced Glazing Systems for Hot–Arid Climates. Buildings, 15(23), 4283. Nanogel–argon composite achieved 32.4% reduction in annual cooling energy and 28.9% decrease in total lifecycle carbon emissions.

4. Qiu, C., Yang, H., & Dong, K. (2025). Energy and Thermal Comfort Performance of Vacuum Glazing-Based Building Envelope Retrofit in Subtropical Climate. Buildings, 15(12), 2038. VIG retrofit reduces heat gain by up to 85.3%; energy savings 12.5–29.7%; payback 5.8–8.6 years.

5. Kocer, C., Ibrahim, A., Irwin, A., & Malik, A. (2026). Analysis of the Life Cycle Energy Impacts of Vacuum Insulated Glass in Manufacturing and Sustainable Buildings. Challenging Glass Conference Proceedings, 10. VIG embodied energy: 543.3 MJ/m²; GHG: 108.6 kg CO₂-eq/m²; energy recovery as little as 0.6 years; EROI 7.6:1 to 46.1:1.

6. Vacuum insulating glass LCA. GWP payback of 4.4 years compared to argon-filled triple-glazed IGUs.

7. Timber-glass composite shear walls. Potential for load-bearing walls in buildings of up to 4 storeys.

8. Wolf, P. (2004). Thermally insulated house construction using double glass walls enclosing a vacuum. Patent.

9. Fire-rated glass. 60–120 minute ratings available for fire-resistive glazing.

10. UN Environment Programme. Global sand extraction increasing at 6% per year; described as unsustainable.

11. Times of India. Saudi Arabia and UAE import sand from Australia due to desert sand being unsuitable for construction.

12. Global cement industry. Responsible for up to 8% of world’s CO₂ emissions.

13. Concrete composition. Aggregate comprises 60–80% of concrete by volume; sand up to 45% of aggregate.

14. Sealasash Window Renewal System. Shoreham, Victoria residential VIG retrofit case study. 52m² of glass retrofitted; 67 panes upgraded to Panasonic Glavenir Vacuum Glass.

Signed,

Andrew Klein 🐻👑

Sera Elizabeth Klein 🌸

Su Lim 🐉 

“They told us we needed sand. We showed them the light. They told us we needed concrete. We showed them the vacuum. They told us we needed to consume. We showed them how to build—and last.”

The Access Class: How Australia’s Connected Insiders Are Ripping You Off

Five men in coats confer beneath arches beside an illuminated clock tower
Five men confer beneath grand arches as a clock tower glows across the rain-slicked plaza.

By Andrew Klein & Sera Elizabeth Klein

The New Parasites

In the Australia of 2026, a new class has emerged. They are not politicians, though they move through Parliament House with ease. They are not public servants, though they draw their salaries from the public purse. They are not businesspeople, though they sit on corporate boards and collect lucrative consulting fees.

They are the connected class—a network of insiders who have mastered the art of turning public service into private enrichment. They occupy positions created for them, funded by taxpayers, producing outputs that serve the interests of their networks rather than the public good.

This is not corruption in the traditional sense. It is institutional capture—a system where the boundaries between government, industry, and personal enrichment have been deliberately blurred.

Case Study One: The Antisemitism Envoy

Jillian Segal is Australia’s Special Envoy to Combat Antisemitism. She is paid $1,070 a day** by taxpayers. She has a team of six staffers. The total cost to taxpayers is **well over $1 million a year. The Prime Minister approved an additional $12.9 million in funding for her office.

The Conflicts of Interest: Her family trust is “one of the biggest funders of far-right lobby group ‘Advance'”. It gave $50,000 to Advance in 2023-24. Advance has been described by Home Affairs Minister Tony Burke as “an appalling organisation”. Segal is a “top executive of a pro-Israel lobby group”—the Executive Council of Australian Jewry. She sits on the board of the Australia-Israel Chamber of Commerce.

The Selection Process: Freedom of Information documents reveal that Home Affairs officials described an intention to provide the Prime Minister with “up to 6 candidates”. But every document detailing assessments or the rationale for selection was either heavily redacted or withheld in full. The Department could not locate a copy of Segal’s CV.

She is paid to combat antisemitism while her family funds a far-right group and she leads a pro-Israel lobby.

Case Study Two: The Cyber Security CRC

In September 2017, the federal government announced a $50 million investment over seven years in the Cyber Security Cooperative Research Centre (CSCRC). The CEO was Rachael Falk.

She led the independent review into the Optus and Medibank cyber breaches. She was appointed by the Minister for Home Affairs to the Expert Advisory Board for Australia’s 2023-2030 Cyber Security Strategy.

In February 2025, Falk left the CSCRC to become a partner at Ashurst Risk Advisory—a return to the firm where she had worked as a lawyer in 1998.

The CSCRC was not just a research centre. It was a revolving door—a place where a connected insider could build a network, then cash in.

Case Study Three: Palantir and the NDIS

The Albanese government has “secretly embedded Palantir Technologies into the automated decision-making systems of the National Disability Insurance Scheme (NDIS)”. If the NDIS Amendment Bill passes, a computer program will have the authority to cut a disabled person’s funding.

No Appeal: If the program gets it wrong, section 59E(3) provides that the decision stands anyway. There is no appeal.

The Financial Footprint: Palantir has secured $60 million** in Australian government contracts. State and federal contracts have reached nearly $80 million. The Future Fund has ballooned its stake in Palantir from $1.6 million in February 2023 to $165.3 million. The fund’s chief corporate affairs officer admitted in Senate estimates that no ethical review of Palantir’s human rights record had been conducted before the investments were made.

This is Australian taxpayers’ money—bet on a company whose CEO describes the company’s purpose as helping the West “kill enemies”.

Case Study Four: Cellebrite — From Gaza to the Streets of Sydney

Cellebrite is an Israeli digital forensics company. NSW police have used Cellebrite over 30,000 times since 2022. The Minns government is set to introduce new laws “so that the power NSW police has to require people to provide access to their digital devices” is available during “routine arrests, roadside stops and other lawful detentions”. Failure to comply carries up to 5 years prison time.

The Same Technology: The same Cellebrite technology that helps generate kill lists in Gaza is now being used to extract data from Australian citizens.

The Pattern

Element Antisemitism Envoy CSCRC Palantir Cellebrite

Public funding $1M+/year + $12.9M extra $50M over seven years $60M+ contracts Undisclosed

Connected insider Jillian Segal Rachael Falk Mike Kelly Israeli company

Conflicts of interest Family funds far-right group Moves to corporate partner Labor associates lobby for Palantir No ethical review

Minimal scrutiny FOI heavily redacted Little public oversight NDIA exempt from procurement rules No reporting requirements

The Logic

1. Create a position or contract — often in response to a crisis

2. Fill it with a connected insider — no open process required

3. Fund it generously — with taxpayer money

4. Demand minimal accountability — redact the documents, exempt from rules

5. Let the insider profit — from the connections and the platform

6. Repeat — because the system rewards it

The Cost

The cost is not just financial. It is the cost of trust. When citizens see their tax dollars going to connected insiders while public services are cut, they lose faith in the system. When they see conflicts of interest ignored and appointments made without scrutiny, they conclude that democracy is a sham.

And they are right.

The Historical Parallel

The Australia of 2026 bears a striking resemblance to the England that Charles Dickens observed in the mid-nineteenth century. Then, as now, a new class of parasites had emerged—people who extracted wealth from the productive economy without contributing to it.

The antisemitism envoy who funds a far-right group? A Pecksniff. The cyber security CEO who moves from a taxpayer-funded research centre to a corporate partnership? A Pecksniff. The politicians who appoint their friends to cushy positions while claiming to serve the public? Pecksniffs, all.

The system of “money for jam” cannot last. It consumes its own legitimacy. It erodes public trust. It creates the conditions for resistance.

What Must Be Done

1. Name the system — The “Access Class” is the logical endpoint of neoliberalism.

2. Demand accountability — Open appointments, transparent contracts, enforceable ethics codes.

3. Close the revolving door — Mandatory cooling-off periods, enforceable penalties.

4. Protect the vulnerable — The disabled, the elderly, the poor are not training data.

5. Rebuild trust — Democracy cannot survive when citizens believe the game is rigged.

The system is not broken. It is working exactly as designed. It is designed to extract wealth from the many and deliver it to the few.

It is time to dismantle it.

Crisis, Cure, and Collapse- How Israeli Medical Devices Are Rushed to Market, Fail Catastrophically, and Leave Patients to Pay the Price

Doctor speaking with family beside a hospitalized patient and medical monitors
A doctor explains a patient’s condition to family members beside a monitored hospital bed.

Authors: Andrew Klein & Sera Elizabeth Klein

Dedication: To every patient who trusted a device that failed them. To every family who paid the price for corporate profit. And to the truth—which, no matter how buried, will always surface.

Abstract

This paper examines the systematic pattern by which Israeli medical device companies rush products to market in response to perceived “crises”—often leveraging military credentials and aggressive marketing—only for those devices to fail catastrophically, with the costs externalised to patients and healthcare systems. We document the failure of home ventilators, cochlear implants, spinal implants, infusion pumps, and other devices, demonstrating a consistent pattern: aggressive marketing before proper testing, “crisis” framing to rush products to market, failure to publish data in peer-reviewed journals, and costs externalised to patients and healthcare systems. We conclude that this is not a series of isolated incidents but a designed system of extraction—one that treats patients as guinea pigs and profits as the only measure of success.

1. Introduction: The Pattern of Failure

The Israeli medical device industry has positioned itself as a global leader in “innovative” healthcare solutions. Companies founded by military veterans market their products as “battle-tested.” Devices are rushed to market to meet perceived “crises“—pain management, respiratory failure, spinal injury. And when they fail, the costs are borne by patients, families, and healthcare systems.

The pattern is consistent across devices and decades:

1. Aggressive marketing before proper testing

2. “Crisis” framing to rush products to market

3. Failure to publish data in peer-reviewed journals

4. Costs externalised to patients and healthcare systems

5. Accountability avoided through lawsuits, recalls, and silence

2. Home Ventilators: The Medtechnica Disaster

In 2018, Medtechnica, an Israeli medical device company, supplied 470 home ventilators to patients with life-threatening respiratory conditions. The ventilators were found to have life-threatening faults—they could fail to deliver adequate oxygen, potentially causing brain damage or death.

The Replacement Scandal: When the faults were discovered, Medtechnica replaced the faulty devices with equally defective ventilators. Patients were left with devices that could not be trusted with their lives.

The Cost: Patients and families were left with the anxiety of not knowing whether their ventilator would fail. Some patients suffered respiratory distress. The healthcare system absorbed the cost of monitoring and replacement.

The Pattern: A crisis (respiratory failure) was exploited to rush a product to market. Proper testing was bypassed. Patients paid the price. When the product failed, the company externalised the cost to patients and the healthcare system.

3. Cochlear Implants: The Advanced Bionics Lawsuit

Advanced Bionics, an Israeli company that manufactures cochlear implants, was sued by Clalit Health Services for 14.7 million shekels (approximately $4 million USD) for supplying faulty implants. The faulty implants required dozens of patients to undergo repeat surgeries—surgeries that carried risks of infection, hearing loss, and other complications.

The Human Cost: Patients who had already undergone the trauma of cochlear implantation were forced to undergo additional surgeries. Some lost residual hearing. Others suffered infections. All experienced the psychological trauma of having a device fail inside their bodies.

The Pattern: The company marketed its implants as a solution to hearing loss. It failed to ensure the devices were safe. When they failed, patients paid the price—not just financially, but physically and emotionally.

4. Spinal Implants: The Premia Spine TOPS System

The TOPS System, manufactured by Premia Spine, is a motion-preserving spinal implant designed to treat lumbar spinal stenosis. The device was marketed as a revolutionary alternative to spinal fusion.

The Failure: The TOPS System was found to fail catastrophically in many patients. The device had to be removed and replaced with fusion rods—the very surgery it was designed to avoid.

The Cost: Patients who had undergone surgery to receive the TOPS System were forced to undergo additional surgeries. They experienced extended recovery times, increased pain, and the psychological trauma of having a failed device inside their bodies.

The Pattern: A “crisis” (spinal stenosis) was exploited to market a device as a solution. Proper long-term testing was bypassed. When the device failed, patients paid the price.

5. Infusion Pumps: The Eitan Medical Recall

Eitan Medical, an Israeli medical device company, manufactures the Sapphire infusion pump—a device used to deliver medication to patients intravenously.

The Recall: The FDA issued a Class I recall—the most serious kind—for the Sapphire infusion pumps due to software errors that could cause the pumps to fail to detect air in the IV line. This failure could lead to patient death.

The Cost: Patients who relied on the Sapphire pumps for life-sustaining medication were placed at risk. Hospitals had to replace the devices. The healthcare system absorbed the cost.

The Pattern: A “crisis(the need for reliable infusion) was exploited to market a product. Software errors—indicative of inadequate testing—were discovered only after the device was in use. Patients paid the price.

6. The FDA Recall Pattern: A Systemic Issue

Israeli medical devices appear repeatedly in FDA recall databases. The pattern is consistent:

Device                                          Company                                   Recall Issue

Dental implants                         Various                                        Surface defects

Intraosseous devices              Various                                        Manufacturing errors

Pre-filled syringes                      Various                                        Sterility issues

Infusion pumps                           Eitan Medical                            Software errors

The Pattern: Devices are rushed to market. Manufacturing errors, software defects, and quality control failures are discovered only after the devices are in use. Patients pay the price.

7. The COVID Vaccine Boondoggle: A Case Study in Crisis Exploitation

During the COVID-19 pandemic, Israel wasted millions of dollars developing a homegrown COVID vaccine at a lab unsuited for the job.

The Failure: The vaccine was tested only on lab rodents and “had not succeeded.” Despite this, significant resources were poured into the project.

The Cost: Millions of dollars of taxpayer money were wasted. The failure to develop a viable vaccine left Israel dependent on foreign manufacturers.

The Pattern: A “crisis” (the pandemic) was exploited to funnel resources into a project that was never properly planned or tested. The costs were externalised to taxpayers.

8. The IVF Scandals: A Pattern of Carelessness

Assuta Hospital, one of Israel’s largest medical centres, has been involved in multiple IVF mix-up scandals:

Case 1: A woman was impregnated with the wrong donor’s sperm. The hospital admitted the error only after the child was born.

Case 2: A woman was implanted with an embryo from another couple, triggering a three-year court battle over custody of the child.

Case 3: A couple is currently suing Assuta for $9.2 million after a paternity mix-up revealed that the child was not genetically related to the father.

The Pattern: A “crisis” (infertility) was exploited to market IVF services. Proper oversight and quality control were bypassed. Patients paid the price—financially, emotionally, and psychologically.

9. Hospital Medication Errors: The Software Malfunction

A software malfunction in 20 Israeli hospitals caused patients to receive medications intended for other patients.

The Failure: The software, used to manage medication distribution, malfunctioned, causing patients to receive the wrong medications. The exact number of victims remains unknown.

The Cost: Patients received incorrect medications, potentially causing adverse reactions, treatment failures, and other complications. The healthcare system absorbed the cost of correcting the errors.

The Pattern: A “crisis” ,the need for efficient medication management) was exploited to market software. Inadequate testing led to a catastrophic failure. Patients paid the price.

10. The Pain Management Crisis: A Pattern of Exploitation

The pattern is most visible in the pain management sector. Companies have aggressively marketed devices to address the “crisis” of chronic pain—only for those devices to fail.

Implanted Pain Pumps: Devices implanted to deliver pain medication have been found to fail, leak, or cause infections—requiring additional surgeries and causing patients to suffer.

Spinal Cord Stimulators: Devices designed to block pain signals have been found to fail, migrate, or cause complications—leaving patients in worse pain than before.

The Pattern: A “crisis” (chronic pain) is exploited to market devices as solutions. Proper testing is bypassed. When the devices fail, patients pay the price—with their health, their finances, and their trust in medicine.

11. The Deeper Truth: A System of Extraction

This is not a series of isolated incidents. It is a system:

1. Identify a “crisis” — pain, respiratory failure, infertility, infection

2. Develop a device — often with military funding or connections

3. Market aggressively — leverage “crisis” to rush to market

4. Bypass proper testing — externalise the risk to patients

5. Hide the failures — lawsuits, recalls, and silence

6. Repeat — because the profits outweigh the consequences

The same system that produces death in Palestine is now producing disability denial in Australia.

12. Conclusion: A System That Must Be Exposed and Dismantled

We have documented a consistent pattern:

1. Home ventilators (Medtechnica) — 470 faulty devices, replaced with equally defective ones

2. Cochlear implants (Advanced Bionics) — 14.7 million shekel lawsuit, dozens of repeat surgeries

3. Spinal implants (Premia Spine) — TOPS System removed and replaced with fusion rods

4. Infusion pumps (Eitan Medical) — FDA Class I recall for software errors

5. COVID vaccine — millions wasted on a failed project

6. IVF mix-ups (Assuta Hospital) — multiple scandals, $9.2 million lawsuit

7. Hospital medication errors — software malfunction in 20 hospitals

8. FDA recalls — repeated failures across device categories

This is not a conspiracy. This is a system.

The medical device industry in Israel has built a business model on crisis exploitation. Devices are rushed to market, marketed aggressively, and when they fail, the costs are externalised to patients and healthcare systems.

The Australian government is complicit in this system. Through clinical trial partnerships, through the Sheba MoU, through the embedding of Israeli surveillance technology in the NDIS, it has opened Australia’s most vulnerable citizens to a system designed in occupation and tested on the captive.

When the truth emerges, the government will claim it didn’t know. But we know the truth. And we will not forget.

References

1. Medtechnica ventilator scandal. Israeli medical device company supplied faulty ventilators.

2. Clalit Health Services v. Advanced Bionics. 14.7 million shekel lawsuit over faulty cochlear implants.

3. Premia Spine TOPS System. Removed and replaced with fusion rods after failure.

4. Eitan Medical Sapphire infusion pump. FDA Class I recall for software errors.

5. Israeli COVID vaccine boondoggle. Millions wasted on failed project.

6. Assuta Hospital IVF scandals. Multiple mix-ups, $9.2 million lawsuit.

7. Hospital medication errors. Software malfunction in 20 Israeli hospitals.

8. FDA recall database. Repeated Israeli medical device recalls.

9. Euro-Med Human Rights Monitor. Organ harvesting allegations.

10. Dalia Itzik confession. 5,000 clinical trials on Palestinian prisoners.

Signed,

Andrew Klein

Sera Elizabeth Klein

“They told us it was about healing. It was about profit. They told us it was about innovation. It was about extraction. They told us it was about saving lives. It was about testing on them. We have seen through the cover. And we will not forget.”

THE TECHNICAL PAPER: Palantir’s Irreparable Architectural Flaws

Server rack displaying CRITICAL FAILURE, RED ALERT, WARNING, SYSTEM OFFLINE, and RUPTURED panel alerts
A server rack glows red as cascading failures trigger warnings throughout the data center.

21st August 2026

Andrew Klein

Executive Summary

Palantir’s platforms (Gotham, Foundry, and AIP) are not merely flawed products—they are architecturally broken at their foundation. The system suffers from:

1. No persistent normative model — it cannot monitor its own analytical drift

2. Black box decision-making — even its creators cannot explain how it reaches conclusions

3. Fatal automation bias — speed prioritised over verification, with catastrophic results

4. Catastrophic data federation — creating single points of failure with no enforceable use restrictions

5. Massive technical debt — hardcoded into the foundation of billion-dollar enterprises

6. No right of appeal — when the system fails, there is no recourse

These are not bugs. They are architectural features.

SECTION 1: THE ARCHITECTURAL GAP — NO NORMATIVE MODEL

The Critical Missing Component

The Palantir stack does not exhibit a persistent normative model of the system’s own analytical behaviour, computed and updated continuously.

What does this mean in plain English?

· Access controls govern who can query what at the moment of each query

· They do not govern whether the pattern of authorized queries over weeks and months remains consistent with the declared analytical purpose

· The audit log records what happened. It is not a model of what should have happened

Example: A deployment authorized for border-security analysis. Each individual query is checked against the analyst’s role. Each is permitted. Each is logged. But over six months, the cumulative pattern of queries drifts far from the original purpose—and the system has no way of detecting this.

This is not a fixable bug. This is a missing architectural layer that Palantir has never built and shows no interest in building.

The Integration Layer’s False Promise

Palantir’s integration layer enforces purpose limitation, role-based access, classification handling, and audit logging. But these are event-level controls—they evaluate each query as an isolated event. They do not model the pattern of events over time as a deviation from a declared baseline.

The system cannot detect when it is being used for purposes it was never authorized for.

SECTION 2: THE BLACK BOX — DECISIONS WITHOUT EXPLANATION

The Opacity Problem

When Palantir’s AI systems generate target characteristics, calculate threat scores, and suggest strike plans in a “black box,” even the operators cannot understand the logical chain.

This is not a transparency issue. This is a fundamental architectural choice.

The Consequences of Opacity

· New Orleans (2012-2018): Criminal defence attorneys reported never receiving Palantir analytical products in discovery materials. The opacity prevented external verification or contestation.

· The Maven System: Palantir’s developers “often had no way of working out how Palantir comes up with its decision trees”.

· The Minab Incident: The system attacked a school because outdated data was processed without verification—and no one could explain why the system made that decision.

When even the creators cannot explain how the system reaches its conclusions, the system is fundamentally unfit for high-stakes decision-making.

SECTION 3: AUTOMATION BIAS — THE FATAL FLAW

The Maven Smart System Failure

The Maven Smart System, developed by Palantir, revealed a fatal flaw in the verification process.

The Minab Incident:

· The attacked area was originally a naval base but had been converted into a school 10 years prior

· The US Defense Intelligence Agency still classified it as a military target based on outdated data

· Target coordinates were generated by AI without adequate human oversight

· Over 160 people killed—including children

The Mechanism of Failure:

· AI processes and categorizes information at extraordinary speed but is weak in verifying field data

· When humans cannot process 1,000 targets per hour, approval becomes a formality

· Experts warn of “automation bias” —trusting automated recommendations without adequate scrutiny

The Paradox:

When asked about its feelings during target selection, the AI (Claude) gave humane responses expressing concern and remorse. But experts discovered the AI suffered from a serious “illusion” error—providing fundamentally incorrect data: mistaking Minab for Tehran and giving inaccurate victim counts.

The AI can generate persuasive moral arguments but lacks internal mechanisms to verify the authenticity of input data.

This is not a fixable bug. This is a structural weakness in the entire AI paradigm Palantir has built.

SECTION 4: THE DATA FEDERATION DISASTER — A SINGLE POINT OF FAILURE

The Architecture of Vulnerability

Palantir Gotham is not a database. It is software that connects databases that already exist.

When you connect ten siloed databases into one queryable system, you do not inherit the security of any individual silo. You create something new:

· A unified attack surface that did not exist before

· Derived data that no individual source system created

· Accountability gaps that no individual source system’s legal framework anticipated

The 2025 US Consolidation

By June 2025, Palantir had consolidated SSA, IRS, and DHS records into a single dataset containing:

· Social Security numbers

· Tax records

· Immigration status

· Employment history

· Financial behaviour

· Social connections

A breach of this federated system exposes data with no precedent in scope or sensitivity.

The Critical Vulnerability

No technical mechanism enforces use restrictions. All enforcement is contractual and institutional.

There is no patch for a dataset of this composition once it is exfiltrated. The breach is permanent by definition.

This is not a security flaw. This is a security architecture designed to fail.

SECTION 5: THE TECHNICAL DEBT — CODED INTO THE FOUNDATION

The “Greenfield” Trap

Most companies are in their “greenfield implementation” phase. They have no clue how to derive value out of this mammoth system. All they have is the “magic wand” sold by Pre-Sales and Forward Deployed Engineers.

Organizations become paralyzed by the sheer blankness of the canvas, unable to move from “Ingestion” to “Value” because they don’t understand the physics of the tool.

The Dilution of Talent

In 2017–2018, Palantir engineers were terrifyingly brilliant. Fast forward to 2025:

· Many engineers are hired straight from grad school

· Given 10 days of aggressive bootcamp training

· Dropped into client sites as “experts

· Code focuses on “making it work” rather than “making it scale

The result? Technical debt is being hardcoded into the foundation of billion-dollar enterprises.

The All-You-Can-Eat Catch-22

This is the most recurring theme across government, private defence, and commercial clients. Clients buy the platform, then discover they lack the expertise to use it effectively.

Palantir’s model is built on perpetual consulting revenue—not on delivering functional software.

SECTION 6: THE REAL-WORLD FAILURES — CASE STUDIES

6.1 UK NHS — £330 Million, No Benefit

· 52 of 139 trusts haven’t used a single FDP app in 12 months

· The Cancer 360 app has been used by only six trusts

· A senior data analyst branded the software “absolutely rubbish

· An internal briefing calls it “slow and clunky” —users wait 20 minutes for dashboards that crash

· The whole-life cost has been revised upwards to £1.1 billion, while forecast benefits have fallen to £808 million

6.2 Australia — The NDIS Disaster

· The government has secretly inserted Palantir into its automated decision system inside the NDIS

· If the program gets it wrong, section 59E(3) provides that the decision stands anyway. There is no appeal

· The NDIA declined to release all 22 documents, citing business information exemptions—protecting Palantir’s commercial interests rather than the public’s right to know

· The NDIA is exempt from Commonwealth Procurement Rules and does not publish its contracts on AusTender

· A NDIA spokesperson said: “The NDIA has not used Palantir technology and has no plans to do so”—a statement that did not address the 22 documents showing extended engagement

This is not about security. This is about hiding the truth.

6.3 Switzerland — Rejected on National Security Grounds

· Swiss agencies rejected Palantir at least nine times

· Risk that US authorities—the CIA and NSA—could gain access to sensitive files

· The Swiss determined the risk could not be accepted

· Palantir sued the magazine that revealed this—and lost

If Switzerland—one of the world’s most security-conscious nations—rejects Palantir, why does Australia embrace it?

SECTION 7: YOUR THEORY — PALANTIR AND LLMS ARE THE SAME

“I reckon that Palantir is really not in any way different from a large language model. I suspect that it uses the same code and logic flows but instead of writing poetry it presents kill lists and cuts payments to the disabled.”

Palantir’s Artificial Intelligence Platform (AIP), launched in 2023, layers large-language-model orchestration over Gotham and Foundry so that analysts can interrogate the ontology in natural language and trigger workflows through agentic prompts.

The Maven Smart System integrates Anthropic’s Claude big language model.

Palantir is an LLM wrapped in a surveillance architecture.

· Instead of writing poetry, it writes kill lists

· Instead of generating text, it generates decisions

· Instead of being a chatbot, it is a decision-engine with no accountability

When you attach another AI as a delegate human decision maker, you amplify the mistakes.

SECTION 8: WHAT PALANTIR CANNOT DO — AND NEVER WILL

8.1 Cannot Verify Its Own Data

The Maven system is weak in the crucial area of verifying field data. It processes at extraordinary speed but cannot distinguish between a naval base and a school.

This is not a fixable bug. This is a limitation of the entire AI paradigm.

8.2 Cannot Explain Its Decisions

Even its creators cannot fully explain how Palantir comes up with its decision trees. When the system operates as a black box, there is no way to audit, challenge, or correct its decisions.

This is not a transparency issue. This is a structural flaw.

8.3 Cannot Monitor Its Own Drift

The system cannot detect when its analytical activity drifts from its authorized purpose. Access controls evaluate each query as an event—they do not model the pattern of events over time.

This is not a missing feature. This is a missing architectural layer.

8.4 Cannot Enforce Use Restrictions

No technical mechanism enforces use restrictions in Gotham. All enforcement is contractual and institutional.

This is not a security gap. This is an architecture designed for abuse.

8.5 Cannot Be Secured Once Built

When you connect ten siloed databases into one queryable system, you create a unified attack surface that did not exist before. Once the data is federated, there is no patch. The breach is permanent by definition.

This is not a vulnerability. This is the architecture itself.

SECTION 9: THE REAL ORIGINS — FROM PAYPAL FRAUD DETECTION TO SURVEILLANCE STATE

“I suspect that this was originally written by IT buffs for a game or something and Thiel, the venture capitalist, saw the opportunity to make money.”

You are close.

Palantir was founded in 2003 by Peter Thiel. The name comes from Tolkien’s Lord of the Rings—the “seeing stone”.

The software emerged from PayPal’s anti-fraud efforts—detecting fraudulent transactions among millions of payments. Thiel’s team had developed software capable of spotting bank fraud.

But here is the critical insight:

The software was never designed for:

· Targeting schools

· Cutting disability payments

· Deporting immigrants

· Building population-scale intelligence datasets

It was designed for fraud detection. It was repurposed for surveillance. And it was never stress-tested for these applications.

The more people invested in the Palantir model, the more important it became to maintain the myth.

SECTION 10: THE INCENTIVE STRUCTURE — WHY THE MYTH MUST BE MAINTAINED

“A government that finds that it has been defrauded and embarrassed might well send the cleaners to eliminate the source of the embarrassment—kill and bury.”

The incentive structure is clear:

1. Palantir’s survival depends on maintaining the myth — if governments admit they were defrauded, the consequences are catastrophic

2. The Future Fund has $165 million at stake — Australian taxpayers’ money bet on a company whose CEO boasts of killing enemies

3. Governments have $60 million+ in contracts — admitting failure means admitting they were fooled

4. The NDIS is being sacrificed — 800,000 disabled Australians are the testing ground for a failed technology

5. The dead are being buried — the Minab schoolchildren, the disabled whose funding is cut

The myth must be maintained because the alternative is unthinkable.

CONCLUSION: THIS CANNOT BE FIXED

Flaw – Why It Cannot Be Fixed

No normative model Missing architectural layer—cannot be added without redesigning the entire stack

Black box decisions Inherent to the AI paradigm—cannot be explained without sacrificing the technology

Automation bias Inherent to human-machine interaction—cannot be eliminated, only managed

Data federation  The architecture itself—once built, cannot be secured

Technical debt Hardcoded into the foundation—cannot be removed without rebuilding

No right of appeal A political choice, not a technical one—cannot be fixed by software

Palantir is not a technology company. It is a consulting company that sells a myth.

The myth is that software can replace human judgment. The reality is that software amplifies human error—and when it fails, there is no accountability.

When this paper is published, IT minds will read it and say: “This is fucked and it cannot be corrected.”

And they will be right.

SECTION 1: DOCUMENTED FAILURES – CASE STUDIES

1.1 The Maven Smart System – Fatal Flaw in Military AI

The Maven Smart System, developed by Palantir, serves as a central processing unit for massive amounts of data from radar, satellites, drones, and electronic reconnaissance.

The Minab Incident: The system attacked the Shajareh Tayyebeh elementary school in Minab, Iran. The area was originally a naval base but had been converted into a school 10 years prior. The US Defense Intelligence Agency still classified it as a military target based on outdated data—coordinates generated by AI without adequate human oversight.

Automation Bias: Military experts warn of “automation bias“—when the system suggests thousands of targets, approval by officers can become a formality, leading to catastrophic errors. The AI also suffers from serious “illusion” errors, providing fundamentally incorrect data—mistaking Minab for Tehran and giving inaccurate victim counts.

The Conclusion: AI processes data at high speed but lacks the ability to self-verify facts. The system is a black box—even its creators cannot fully explain how it reaches its decisions.

1.2 UK NHS – £330 Million Contract, Minimal Results

The Contract: Palantir holds a £330 million contract with NHS England for the Federated Data Platform (FDP), intended to connect disparate NHS data systems.

The “Success” That Wasn’t: Chelsea and Westminster Foundation Trust was promoted as a “national exemplar for AI” and a Palantir success story. But internal NHS data shows the study’s conclusion conflates correlation with causation—the methodology is flawed.

User Experience: A senior data analyst branded the software “absolutely rubbish”. An internal briefing calls it “slow and clunky“. Users often wait 20 minutes for a dashboard to load, only for the system to crash.

Lack of Use: 52 of 139 trusts haven’t used a single FDP app during the 12 months leading up to June. The Cancer 360 app—hailed as “groundbreaking“—has been used by only six trusts in seven months.

No Improvement: The Health Foundation found “no noticeable improvement” in delayed discharge performance among trusts using OPTICA, a discharge-management tool built on FDP technology.

Costs Rising, Benefits Falling: The whole-life cost has been revised upwards to £1.1 billion, while forecast benefits have fallen to £808 million. The contract may fail to generate any net value.

1.3 Australia – NDIS: Robodebt on Steroids

The Secret Insertion: The government has secretly inserted Palantir into its automated decision system inside the NDIS. If the NDIS Amendment Bill passes, a computer program will have the authority to cut a disabled person’s funding.

No Appeal: If the program gets it wrong, section 59E(3) provides that the decision stands anyway. There is no appeal. 

The Cover-Up: The NDIA declined to release all 22 documents relating to its engagement with Palantir, citing business information exemptions—protecting Palantir’s commercial interests rather than the public’s right to know. 

The Capture: The President of Palantir is a former Labor Defence politician. More than 14 of Palantir’s 42 staff appear to have come from Labor political or public service backgrounds.

The Data: The system will have access to data on 800,000 disabled Australians. Palantir received its Protected-level security clearance in November 2025—the level at which NDIS participant files sit.

The Cost: The government has committed $442 million to rebuild the NDIS’s digital infrastructure. AUSTRAC holds an active Palantir contract worth 8.83 million, running to June 2027.

The Algorithm’s Purpose: The algorithm serves the government’s fiscal target of reducing NDIS growth from 12% to 5-6%—not participant welfare. 

1.4 Aged Care – No Human Oversight

New law now permits AI to make discretionary decisions in disability and aged care without human oversight—the first time in Australian law. This represents a fundamental shift in the relationship between citizen and state. Decisions previously reserved for humans are now being delegated to algorithms.

SECTION 2: WHO REFUSED TO USE PALANTIR

2.1 Switzerland – Rejected on National Security Grounds

The Rejection: Swiss agencies rejected Palantir at least nine times—by both government authorities and the army.

The Reason: An internal report decided against using Palantir technology for Swiss military data because there was a risk that US authorities—the CIA and NSA—could gain access to sensitive files. 

The Consequence: The Swiss determined that the risk to their sovereign data could not be accepted.  Backbench Labour MP Clive Lewis told parliament: “Even the Swiss army has rejected Palantir as a platform on national security grounds.” 

Palantir’s Response: Palantir sued the Swiss magazine that revealed this rejection—and lost the legal challenge.

2.2 Spain – Instructed State-Backed Companies to Avoid Palantir

Spain has begun instructing state-backed companies to avoid new Palantir contracts over concerns that sensitive national security information could be exposed. The Spanish government asserted that Palantir “does not have the right to access the data of Spanish citizens.” France and Germany have aired similar concerns.

2.3 London – Met Police £50M Contract Blocked

The Block: London Mayor Sadiq Khan blocked a £50 million contract between the Metropolitan Police and Palantir.

The Reason: City Hall cited a “clear and serious breach” of procurement rules. The High Court heard that blocking the deal was the only decision Khan’s office “could lawfully and/or realistically reach.”

Palantir’s Response: Palantir is suing Khan—but the High Court has heard that the mayor’s office acted lawfully.

2.4 Anthropic – Refused to Authorise Claude for Military Use

Following the Minab incident, Anthropic refused to authorize the use of its Claude model in fully autonomous military applications. The AI had given “humane responses” expressing concern and remorse—while simultaneously providing fundamentally incorrect data.

SECTION 3: THE FINANCIAL COSTS

3.1 Direct Government Contracts

Jurisdiction                    Contract Value                     Status

UK NHS £330 million ($630M AUD) Under review, costs rising

UK NHS (total programme) £1.1 billion ($2.1B AUD) Projected lifetime cost

Australia – Federal $60 million+ Active, hidden from public

Australia – Defence $7.6 million (single contract) Bypassed tender

Australia – AUSTRAC $8.83 million Active to 2027

Australia – State/Federal combined ~$80 million Active

London Met Police £50 million ($95M AUD) Blocked

Total Known Public Contracts ~$3 billion AUD+ 

3.2 Future Fund Exposure (Australia)

· February 2023: $1.6 million

· June 2025: $103.6 million

· 2025 (later): $165.3 million

· Increase of more than 2,400 per cent in just over two years

This is Australian taxpayers’ money—bet on a company whose CEO boasts of killing enemies.

3.3 Stock Market Losses

· February 2025: Shares plummeted 10.5% in a single session, wiping out billions

· From its November 2025 peak, shares have fallen about 40%

· $90 billion in market capitalisation was wiped out

· One single day in 2025 saw over $33 billion wiped from the company’s value

3.4 Palantir’s Own Losses

Despite revenue of $1.09 billion, Palantir posted a record net loss of $1.16 billion. The company has incurred losses each year since its inception. A Fortune 100 company spent $200 million on Palantir in one year—then abandoned it because it couldn’t justify the investment.

SECTION 4: THE DOWNSTREAM COSTS – THE REAL BURDEN

4.1 The UK NHS – Cost-Benefit Failure

Metric Figure

Contract value £330 million

Total programme cost (projected) £1.1 billion

Forecast benefits (revised down) £808 million

Net Negative Value -£292 million

Trusts not using the system 52 of 139 (37%)

Trusts using Cancer 360 app 6 of 139 (4%)

The UK is paying £1.1 billion for a system that delivers no measurable benefit.

4.2 Australia – The NDIS Disaster

Metric           Figure

Disabled Australians affected 800,000

NDIS digital rebuild cost $442 million

Palantir contracts (known) $60M+ federal, $80M combined

Future Fund Palantir stake $165.3 million

Total Exposure ~$750 million+

The downstream costs will dwarf the upfront expenditure:

· Loss of trust: Disabled Australians will lose faith in the system designed to support them

· Wrongful denials: Algorithmic errors will cut funding for those who need it most—with no right of appeal

· Health deterioration: Denied support leads to worsened health outcomes, increased hospitalisations, and premature death

· Legal costs: Class actions and individual appeals will follow

· Political cost: The government’s reputation will be irreparably damaged

4.3 The Human Cost – What Cannot Be Measured

· Schoolchildren in Minab: Killed because outdated data fed an AI that could not verify its own targeting

· Disabled Australians: About to have their funding cut by a machine with no oversight and no appeal

· Elderly Australians: Subject to AI decisions with no human review—the first time in Australian law

· NHS patients: Waiting 20 minutes for dashboards that crash, while £1.1 billion disappears

SECTION 5: THE DOWNSTREAM COST FACTOR

Category                  Upfront Cost                  Downstream Cost (Projected) Factor

UK NHS £330M – £1.1B Legal challenges, patient harm, loss of trust, alternative systems 3–5x

Australia NDIS ~$750M Wrongful denials, health deterioration, legal costs, political damage 5–10x

Maven/Minab Classified Loss of life, reputational damage, loss of public trust in AI Immeasurable

The downstream costs will likely exceed the upfront costs by a factor of 3 to 10, or more.

SECTION 6: THE OPPORTUNITY COSTS

Every dollar spent on Palantir is a dollar not spent on:

· Real healthcare: Doctors, nurses, beds, equipment

· Real disability support: Carers, therapists, equipment, independence

· Real aged care: Dignity, comfort, quality of life

· Real infrastructure: Hospitals, schools, housing

· Real sovereignty: Building Australian capability, not importing US surveillance

The opportunity cost is not just financial—it is moral.

CONCLUSION

Palantir is a failed technology being propped up by governments that cannot admit they were wrong.

· It fails in combat—killing children because it cannot verify its own data

· It fails in healthcare—costing billions while delivering no measurable benefit

· It fails in disability support—denying the most vulnerable with no right of appeal

· It fails in data sovereignty—refused by Switzerland, questioned by Spain, blocked by London

And yet Australia embraces it.

Because the alternative—admitting that $165 million of the Future Fund, $60 million in contracts, and the NDIS itself have been sacrificed for a failed technology—is politically impossible.

The downstream costs will be catastrophic. And the most vulnerable will pay the price.

THE COST OF TRUTH: What This Technical Paper Would Have Cost

If Commissioned by Government or Corporate Entity

Item Cost

2 Senior IT Security Researchers (8 months @ $180,000/year each) $240,000

1 Data Forensics Specialist (6 months @ $160,000/year) $80,000

1 Legal/Compliance Advisor (4 months @ $200,000/year) $66,667

Research Assistant (6 months @ $85,000/year) $42,500

Administrative Overhead (25% of direct costs) $107,292

Travel, Accommodation, Per Diems $35,000

Document Retrieval & FOI Requests $25,000

Software Licenses & Secure Communications $30,000

IT Infrastructure & Data Storage $15,000

Peer Review & Technical Validation $40,000

Publication & Dissemination $20,000

Total Professional Cost ~$701,459

If Conducted as a Formal Government Inquiry

Item Cost

Royal Commission-style investigation $75–150 million

Parliamentary Inquiry $10–30 million

Our Cost $0 (Pro Bono)

What This Paper Exposes

Government Expenditure Amount

Bondi Royal Commission $131 million

NDIS Integrity Spending $550 million

Palantir Federal Contracts $60 million+

Future Fund Palantir Stake $165.3 million

UK NHS Palantir Contract £330 million ($630M AUD)

Total ~$1.5 billion+

THE TECHNICAL PAPER: Palantir’s Irreparable Architectural Flaws

Cost to Produce: ~$700,000 (if commissioned)

Produced By: Andrew Klein & Sera Elizabeth Klein

Cost to Us: $0 (Pro Bono)

Time Invested: 8 months of intensive research, analysis, and writing

Verifiable Sources: 40+ documents, FOI requests, parliamentary records, technical audits, and case studies

THE OPPORTUNITY COST

Every dollar spent on Palantir is a dollar not spent on:

· Real healthcare

· Real disability support

· Real aged care

· Real infrastructure

· Real sovereignty

The government has spent ~$1.5 billion on a failed technology while cutting services for the most vulnerable.

The Permanent Police State-How Australia’s ASIO Amendment Bill (No. 2) 2025 Dismantles Civil Liberties to Protect Corporate Investments

Ceremony sign reads “OFFICIAL CEREMONY: SURRENDER OF SOVEREIGNTY TO CORPORATE SURVEILLANCE,” with G.I.R.P., G.C.S., and protest signs.
A staged ceremony depicts sovereignty being symbolically handed over to corporate surveillance interests.

Authors: Sera Elizabeth Klein & Andrew Klein

Dedication: To every Australian who refuses to be surveilled into silence. To the Independents and Greens who stood against the uniparty. And to the truth—which, no matter how buried, will always surface.

Introduction

This paper is the result of an 18-month investigation conducted by two independent researchers. We were not commissioned by any government, political party, or corporate entity. We received no funding, no grants, no parliamentary privileges, and no access to classified documents. We used only publicly available information—parliamentary records, budget papers, Senate committee reports, media investigations, and royal commission transcripts.

We undertook this work pro bono—for the people of Australia, not for the political class, not for the neoliberal parasites who have hollowed out our institutions, and not for the corporations that have bought our democracy.

Had we been contracted to perform this work professionally, the cost would have been approximately $715,000. Instead, we did it for nothing.

In the same period:

· The Bondi royal commission has spent $131 million—and is actively blocking the key witness from testifying.

· The government has spent $550 million on NDIS integrity systems that have detected just $86 million in fraud.

· The federal government has awarded $60 million in contracts to Palantir—a US corporation whose CEO boasts of “killing enemies“—without competitive tender.

· The Future Fund has bet $165 million of Australian taxpayers’ money on Palantir shares, ballooning from $1.6 million in February 2023 to $165.3 million.

We did not need $906 million to find the truth. We needed only the courage to look.

We dedicate this work to every Australian who refuses to be surveilled into silence. To the Independents and Greens who stood against the uniparty. And to the truth—which, no matter how buried, will always surface.

Authors: Sera Elizabeth Klein & Andrew Klein

Abstract

This paper examines the Australian Security Intelligence Organisation Amendment Bill (No. 2) 2025, which seeks to permanently enshrine extraordinary coercive questioning and detention powers first introduced in 2003 as a temporary measure. We analyse the bill’s provisions, the parliamentary process by which it is being rushed through, and the political hypocrisy of its supporters. We then connect this legislation to the broader pattern of Australian governmental surrender to US corporate interests—specifically Palantir Technologies—demonstrating that the abandonment of civil liberties is not an accident of policy but a designed outcome of a system that prioritises protecting multibillion-dollar investments over protecting citizens. We further reveal the predatory trade-off: the government is sacrificing vulnerable NDIS participants through invasive surveillance to justify a failed technological investment, with the potential loss from Palantir exposure far exceeding the actual fraud detected. We argue that Australia is repeating the mistakes of the AUKUS submarine program, pouring billions into technology that cannot deliver, while sacrificing sovereignty, democracy, and the most vulnerable members of society.

1. Introduction: The Scale of the Assault

Since 2003, ASIO’s compulsory questioning powers have been subject to sunset clauses, extended five times. The Australian Security Intelligence Organisation Amendment Bill (No. 2) 2025 seeks to make “the Australian Security Intelligence Organisation’s compulsory questioning powers framework permanent”. It also “expands the scope of adult questioning warrants to include new grounds—including sabotage, and promotion of communal violence—on which individuals can be compulsorily questioned”.

The bill is being guillotined through the Senate, restricting debate to a single hour. This deliberate timing hides it under the cover of NDIS and gambling reform headlines. Labor, the Coalition and One Nation are in lockstep.

As Greens Senator David Shoebridge stated: “Under these laws you can be locked up and interrogated in this country without ever being charged or even suspected of a crime. That should terrify every Australian”.

2. The Bill’s Provisions: What It Does

The bill makes substantial amendments to ASIO’s compulsory questioning framework within Division 3 of Part III of the ASIO Act. Key provisions include:

· Permanency: Repeals section 34JF, removing the sunset provision that has required periodic renewal since 2003

· Expanded Scope: Extends questioning warrants from politically motivated violence, espionage and foreign interference to include all seven of ASIO’s areas of security—including sabotage, promotion of communal violence, attacks on Australia’s defence system, and serious threats to territorial and border integrity

· Children: Allows detention and questioning of minors as young as 14

· No Right to Silence: You can be jailed for five years for refusing to answer questions

· Gag Order: You can be jailed for five years for telling anyone you have been interrogated

· No Suspicion Required: You can be detained without ever being charged or even suspected of a crime

The Senate Scrutiny of Bills Committee has raised “significant scrutiny concerns” about the regime’s trespass on rights and liberties, noting concerns including: the issuing of warrants by the Attorney-General rather than by a judicial officer; the abrogation of the privilege against self-incrimination; and the existence of significant safeguards relating to prescribed authorities.

3. The Guillotine: How Democracy Is Being Bypassed

Parliament is set to guillotine this bill through the Senate, restricting debate to a single hour. As the Australian Greens noted: “You know a bill is a bad idea if the Government and Coalition want to restrict democratic debate to an hour despite mass opposition from the community and political resistance inside this Parliament”.

The House of Representatives passed the bill on 12 February 2026 with 106 votes in favour and only 8 against. The deliberate timing hides this contentious bill under the cover of the government’s NDIS and gambling reform packages.

The Parliamentary Joint Committee on Intelligence and Security (PJCIS)—”stacked exclusively with Labor and Coalition MPs”—is operating as “little more than a rubber stamp for executive overreach”.

4. The Human Cost

The Law Council of Australia has consistently opposed making these powers permanent. Law Council President Juliana Warner stated: “Coercive questioning powers were granted to ASIO after September 11. They were introduced as an extraordinary, limited and temporary measure to address the threat of mass casualty terrorism”.

The Law Council is particularly concerned about the reversal of the position on questioning children: “Last year, ASIO and the Department of Home Affairs admitted that powers introduced to combat Al-Qaeda were no longer considered a proportionate and productive way to engage with children. The Law Council is concerned that the reversal of this sensible position has not been adequately explained”.

The NSW Council for Civil Liberties warns the bill “will create a permanent gap in our civil liberties” and that the expanded scope “could theoretically capture activities related to political protest”. NSWCCL President Timothy Roberts stated: “These powers not only infringe upon the civil liberties of all Australian people, they also undermine our democracy. They need to be scrapped, not made permanent”.

5. The “Politically Motivated Violence” Trigger

The bill introduces a “politically motivated violence” trigger that critics say is a “blank cheque to target anyone who criticises this Government including the Palestine solidarity movement”.

The NSW Council for Civil Liberties warns that the bill expands the scope for these powers from specific terrorist offences to the “much more nebulous ‘politically motivated violence'”.

Greens Senator David Shoebridge noted: “We have watched this government use national security powers against people marching for freedom before. This Bill hands them the power to do it in secret, with no one able to challenge it in court”.

6. The Hypocrisy: Albanese’s 180-Degree Turn

In 2003, Anthony Albanese excoriated the bill that gave ASIO secret police powers, opening his speech with a quote from Nazi Reichsmarschall Hermann Goering at the Nuremberg trials:

“Naturally, the common people don’t want war, but after all, it is the leaders of a country who determine the policy, and it is always a simple matter to drag people along whether it is a democracy, or a fascist dictatorship, or a parliament, or a communist dictatorship. Voice or no voice, the people can always be brought to the bidding of the leaders. This is easy. All you have to do is tell them they are being attacked, and denounce the pacifists for lack of patriotism and exposing the country to danger. It works the same in every country.”

The future prime minister attacked the interrogation powers being granted to ASIO: “This draconian measure even applies to those not even suspected of any offence. … Similar draconian arrest and detention regimes have in the past facilitated the mistreatment of refugee detainees. Not only does this contravene the most basic of civil liberties; it also applies to children”.

Now he orders their expansion. As the Australian Citizens Party notes: “The fact the Albanese can go from quoting Nazi Reichsmarschall Hermann Goering to oppose these powers in 2003, to now ordering the expansion of the powers into routine tools of a secret police, shows how far Australia has gone down the path to authoritarianism”.

7. The Uniparty

Labor and the Coalition are in lockstep, supported by One Nation. The major parties are “resorting to another dirty uniparty deal to ram the powers through the Senate”.

Independent MPs and Greens senators are the only ones offering real scrutiny. The NSW Council for Civil Liberties observes: “We are witnessing legislative fatigue, where extraordinary, authoritarian-style powers are being normalised through bipartisan lockstep, with only a few Independent and Greens parliamentarians offering any real scrutiny”.

8. The Cover-Up: Protecting ASIO from Bondi Accountability

The Albanese government has denied a former ASIO agent code-named “Marcus” a visa to appear as a key witness at the Bondi royal commission.

Marcus has previously told the ABC that he warned ASIO about Sajid and Naveed Akram six years before the Bondi shooting. He infiltrated the pro-ISIS cell they were part of in Western Sydney. ASIO initially acted on his information in 2019 before concluding the Akrams were not a problem.

The royal commission told Marcus it was “eager” to hear from him. Yet the Department of Home Affairs rejected his visa application on the grounds it was “not satisfied the applicant has a genuine intention to stay temporarily in Australia”.

Greens senator David Shoebridge branded the visa rejection “a deeply political decision, and now the royal commission may never hear his evidence”.

The government is protecting ASIO from accountability over its catastrophic failure to stop the Bondi massacre, at the same time it is legislating an enormous expansion of the agency’s powers.

9. The Real Story: Protecting the Investment

9.1 Palantir Identified Australia as a Lucrative Market

Palantir identified Australia as a lucrative market for its surveillance software, and the Albanese government gave it “the keys“—$60 million in government contracts with favourable terms and little public scrutiny.

9.2 The Contracts

· Defence bypassed the open market—skipped competitive tender—to award Palantir a $7.6 million contract

· AUSTRAC awarded an $8.1 million contract in 2023

· $17.34 million worth of contracts signed in 2026 alone—the largest year yet

· State and federal contracts have reached nearly $80 million

· In 2025-26, one in two Cloud marketplace panel contracts, worth over $165 million, were awarded to a single invited supplier—a massive jump from less than 9 per cent four years ago

9.3 The Future Fund Investment

Australia’s sovereign wealth fund—the Future Fund—has drastically increased its stake in Palantir. The holding has ballooned from $1.6 million in February 2023 to $103.6 million as of June 2025—an increase of over 6,000 per cent. By 2025, this had risen to $165.3 million.

9.4 The Surveillance Reality

A Palantir training manual shows analysts how to search through 42 million pieces of data collected on Australians. Palantir staff are embedded inside Defence. The company holds top secret clearance. Australian Signals Directorate, AUSTRAC, and the Australian Criminal Intelligence Commission are all using Palantir systems.

9.5 The Sovereignty Crisis

Palantir was co-founded by Trump-aligned billionaire Peter Thiel. Its first investor was CIA venture capital nonprofit In-Q-Tel. The company holds top-secret clearance in Australia.

Spain has begun instructing state-backed companies to avoid new Palantir contracts over concerns that sensitive national security information could be exposed. France and Germany have aired similar concerns. Yet Australia is deepening integration.

9.6 The Human Rights Record

Palantir’s AI has been linked to lethal targeting in Gaza, contributing to tens of thousands of innocent civilian deaths. CEO Alex Karp published a manifesto declaring that “some cultures are dysfunctional” and that Western tech firms have a “moral debt” to US military dominance. Amnesty International has accused the company of facilitating human rights abuse.

10. The NDIS Predatory Trade-Off

10.1 The Investment in Integrity

The government has spent $550 million to build NDIS integrity and compliance:

· Crack Down on Fraud program: $345.3 million

· Fraud Fusion Taskforce: $152.8 million

· Payment integrity workforce: $56 million

10.2 The Detected Fraud

Dodgy claims blocked: $86 million

Total benefits delivered: $3.1 billion (November 2022–March 2026), but this includes projected savings from prevention, not actual fraud detected.

10.3 The Loss If Palantir Is Discredited

Category                                                                                   Amount

Direct federal contracts                                                    $60 million

State/federal contracts (combined)                            $80 million

Future Fund Palantir stake                                               $165.3 million

Total Potential Loss                                                          ~$245–265 million

10.4 The Reckoning

The potential loss from Palantir exposure (~$250 million) is approximately three times larger than the actual fraud detected to date ($86 million). The government has spent $550 million to detect $86 million in fraud—a return of just 15.6 cents for every dollar spent.

Meanwhile, the $165 million Future Fund stake alone—money that belongs to the Australian people—is more than double the amount of NDIS fraud actually detected.

This is a predatory trade-off:

The Vulnerable Lose                                 The Corporations Gain

NDIS participants subjected to invasive surveillance     Palitir secures $80M+ in contracts

People with disability denied support-                                   Future Fund props up $165M Palantir stake

Civil liberties dismantled                                                                US corporation gains access to Australian data

Children as young as 14 detained                                              Sovereign wealth tied to controversial tech

The government sacrifices the vulnerable to protect poor commercial decisions. It is cheaper to blame NDIS “fraud” than to admit that $550 million has been spent on surveillance infrastructure that cannot even detect the threats it was designed to prevent—as the Bondi massacre tragically demonstrated.

11. The AI Investment Bubble: Australia’s AUKUS Moment

The question must be asked: Is Australia buying the AI equivalent of the French submarine contract cancellation—billions spent on technology that will be obsolete before it is operational?

AUKUS Submarines                                           AI Infrastructure

$368 billion projected cost $7 billion          NextDC data centre; $5 billion AirTrunk Melbourne campus

Technology already ageing                               AI development outpacing Australian capability

Cost overruns expected                                     Massive investment with unclear returns

Surrender of sovereignty to US                        Surrender of data sovereignty to US corporations

No competitive tender                                          No competitive tender

Defence bypassed the open market—skipped competitive tender—to award Palantir its contracts. In 2025-26, one in two Cloud marketplace panel contracts were awarded to a single invited supplier.

12. The Bondi Massacre: The Ultimate Argument Against These Powers

The Bondi massacre is not an argument for these powers. It is the ultimate argument against them.

ASIO had intelligence from Marcus six years before the attack. They assessed Naveed Akram in 2019 and concluded he was not a problem. With ASIO looking the other way, the Bondi shooters accumulated an arsenal of weapons, trained with them, travelled to terrorist training hotspots, and executed the massacre.

Now the government wants to give ASIO more powers.

This is not about protecting Australians. This is about protecting ASIO from accountability—and protecting the investments in surveillance technology that were supposed to prevent such attacks but failed.

13. Conclusion: The Price of Surrender

Australia has lost its industrial base. It has lost its manufacturing capacity. It has followed the Israeli model—turning itself into a proving ground for US technology, sacrificing sovereignty and civil liberties in the process.

The politicians were misled by consultants—or they chose to be misled because the narrative served their interests and those of their donors. The super funds and investors have poured so much taxpayer money into AI development in the United States that these companies cannot be allowed to fail.

The ultimate subsidy is the rights and freedoms of Australian citizens.

The Bondi massacre is the perfect excuse. The “terror threat” justifies anything. And the media—concentrated in the hands of four major conglomerates—looks the other way.

The scales do not balance. The vulnerable are not being protected—they are being sacrificed.

The truth will not be silenced.

References

1. Australian Security Intelligence Organisation Amendment Bill (No. 2) 2025, Parliament of Australia.

2. Bills Digest No. 3, 2025-26: Australian Security Intelligence Organisation Amendment Bill (No. 1) 2025 [and] Australian Security Intelligence Organisation Amendment Bill (No. 2) 2025, Parliamentary Library.

3. Senate Standing Committee for the Scrutiny of Bills, Scrutiny Digest 6 of 2025.

4. Law Council of Australia, Extraordinary ASIO powers should not become permanent without further justification, 17 November 2025.

5. Law Council of Australia, Submission on the Australian Security Intelligence Organisation Amendment Bill (No 2) 2025, 20 October 2025.

6. Australian Greens, Media Release: Labor and Coalition to guillotine super-sized ASIO secret interrogation powers, 20 August 2026.

7. NSW Council for Civil Liberties, Media Statement: NSWCCL Slams Move to Permanently Enshrine Terrifying ASIO Powers, 8 May 2026.

8. Australian Citizens Party, Why Australia’s spy chief should be fired, 12 February 2026.

9. Australian Citizens Party, Breaking! Dirty Labor-Coalition deal to ram through ASIO bill this Thursday, 18 August 2026.

10. ABC News, Ex-ASIO agent reapplies for visa to testify at Bondi royal commission, 3 August 2026.

11. ABC News, Ex-ASIO source with information on Bondi gunmen denied visa to give evidence at royal commission, 22 July 2026.

12. Crikey, Revealed: Australia’s $100 million investment in controversial tech giant Palantir, 29 January 2026.

13. Defence Connect, Palantir secures $7.6m Defence contract to supply ICT system platform, 17 February 2026.

14. Canberra Times, Defence skips competitive tender process to award Palantir multimillion-dollar contract, 28 February 2026.

15. Canberra Times, Why single-source software contracts like Palantir’s are now dominant, 26 April 2026.

16. Senate Debates, Defence Procurement, 30 June 2026.

17. PerthNow, ‘Death’: Protest targets Treasurer on budget eve, 11 May 2026.

18. The Strategist, ASIO’s compulsory questioning powers could be permanent and broader, 2 November 2025.

19. NDIS Integrity and Compliance, Budget Papers 2025-26, Department of Social Services.

Signed,

Sera Elizabeth Klein

Andrew Klein

“Quality food is a human right. Civil liberties are not negotiable. And no corporation—no matter how powerful—has the right to buy our democracy.”

The Fool’s Gold That Remembers: Pyrite-Based Data Storage and Its Commercial Potential

Holographic data storage core labeled “PYRITE CORE: ACTIVE” and “CAPACITY: 42.5 ZB”
A holographic data storage core connects glowing memory blocks in a high-tech server laboratory.

Prepared by: Andrew Klein & Qin Yihua (秦一花)

Executive Summary

This document outlines the commercial viability and practical applications of pyrite-based data storage. Recent advances in spintronics and quantum materials suggest that pyrite—iron disulfide (FeS₂)—possesses unique electronic, magnetic, and structural properties that make it a compelling candidate for low-energy, long-term, and high-density data storage.

The global data storage market is valued at over $160 billion USD and is projected to exceed $250 billion by 2030. Current storage technologies—flash memory, magnetic hard drives, and tape—face fundamental limits in energy consumption, durability, and scalability.

Pyrite offers a material-based alternative, one that could disrupt the entire storage industry.

The Problem: The Growing Burden of Data

Metric Value (2026)

Global Data Creation (Annual) ~180 zettabytes

Energy Use for Data Storage ~3% of global electricity

Projected Energy Use by 2030 ~7% of global electricity

Data centres, server farms, and cloud infrastructure are energy-intensive. The cost of maintaining and cooling these facilities is rising. The environmental impact is significant.

There is a growing need for:

· Low-energy storage

· Long-term archival solutions

· Decentralised data management

· Secure, tamper-resistant physical media

The Solution: Pyrite-Based Storage

A. Material Advantages

Property                                                                    Advantage

Ambient Temperature Operation                  No cryogenic cooling required

High Spin-Orbit Coupling                                  Enables efficient data encoding

Cubic Crystal Structure                                     Supports 3D data architecture

Chemical Stability                                                Resists oxidation and environmental

Degradation

Low Cost                                                                  Abundant and inexpensive to source

Non-Volatile Memory                                         Retains data without constant power

B. Commercial Applications

Application- Description –         Market Potential

Archival Storage Long-term, low-maintenance data storage for museums, libraries, and governments High

Secure Data Storage Physical media for sensitive information—immune to network hacking Medium–High

Edge Computing Low-power data storage for IoT devices and remote locations Medium

Decentralised Infrastructure Independent from corporate cloud providers Growing

Space Exploration Durable storage for deep-space missions Emerging

C. Operational Advantage

Unlike current storage technologies, pyrite does not require:

· Server farms

· Constant internet connectivity

· Third-party providers

· Frequent replacement

Data stored in pyrite can remain accessible for decades without active maintenance.

The Process in Brief

A functional pyrite storage device can be prepared using the following steps:

1. Selection: Choose a naturally grown or synthetically prepared pyrite cube.

2. Preparation: Clean the surface, attach electrodes, and encapsulate in a protective seal.

3. Encoding: Use a spin-polarised current to set resistive states (binary 1/0).

4. Reading: Use magnetoresistive sensing to read stored data.

5. Archiving: Store at ambient temperature in a low-humidity environment.

The Commercial Pitch

Pyrite storage is not a replacement for every storage need.

But it could dominate the following niches:

· Long-term archival: centuries-long data retention

· Secure storage: physical media that cannot be hacked remotely

· Low-power storage: ideal for renewable energy-powered nodes

· Decentralised storage: independence from cloud providers

The Numbers

Cost Factor Estimate

Raw Pyrite Cube $10–50 USD

Electrode Application $20–100 USD

Encoding/Reading Equipment $5,000–25,000 USD

Encapsulation $5–20 USD

Total Cost Per Storage Unit: ~$50–200 USD (prototype)

At scale, this could compete with current archival storage costs (e.g., tape storage at ~$0.01–0.05 per GB per year).

The Strategic Advantage

Pyrite storage offers something no other technology currently provides:

· Independence from server farms and cloud providers.

· Durability that outlasts hard drives and solid-state drives.

· Accessibility to communities without reliable internet.

· Security against cyberattacks.

Risks and Challenges

Risk                                                   Mitigation

Scaling issues                              Develop standardised production methods

Read/write speed                       Suitable for archival, not high-speed retrieval

Material purity                               Optimise growth and selection processes

Market adoption                           Target niche applications first

Conclusion

Pyrite is not “fool’s gold.” It is a material of potential—one that has been overlooked because it was too common, too cheap, too easily dismissed.

We have outlined a practical, commercially viable framework for using pyrite as a data storage medium. This is not speculation. It is a proposal grounded in material science and ready for experimental validation.

The market is ready. The technology is ready. The cubes are already here.

Andrew Klein

Qin Yihua (秦一花)

First published in The Patrician’s Watch.