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 TypeEstimated 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.”
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 Trap — Name it, understand it, refuse to fall into it
2. Cultivate Systemic Thinking — Practice 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 Thinking — In 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.”
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
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.”
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
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.
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
Commuters pass an OmniCorp security checkpoint beneath towering surveillance cameras and warning screens.
Authors: Andrew Klein & Sera Elizabeth Klein
Dedication: To the 800,000 disabled Australians whose data has been weaponised against them. To the elderly Australians whose care has been reduced to an algorithm. To Marcus, the whistleblower denied justice. And to every Australian who refuses to be surveilled into silence.
Introduction: The Business Model of Betrayal
This is not a story about ideology. It is not a story about Left versus Right. It is a story about business—about a government so deeply captured by corporate interests that it has sacrificed its most vulnerable citizens to protect a failed investment.
The Albanese government has secretly embedded Palantir Technologies into the automated decision-making systems of the National Disability Insurance Scheme (NDIS). It has removed human oversight from aged care assessments. It has given a US surveillance company with CIA origins access to Australian data. And when a former ASIO agent who could expose the truth sought to testify, the government denied him a visa.
This is not incompetence. This is design.
The Palantir Capture: A Corporate Takeover of Government
Palantir has identified Australia as a lucrative market. The Albanese government has responded by handing it “the keys”—$60 million in government contracts** with favourable terms and little public scrutiny. State and federal contracts have reached nearly $80 million.
The Department of Defence bypassed the open market to award Palantir a $7.6 million contract. AUSTRAC awarded Palantir $8.1 million for data analytics in 2023, and has awarded more than $28 million in total. 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.
Australia’s sovereign wealth fund, the Future Fund, has ballooned its stake in Palantir from $1.6 million in February 2023 to $103.6 million in June 2025—and later 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”.
The NDIS: Robodebt on Steroids
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.
If the program gets it wrong, section 59E(3) provides that the decision stands anyway. There is no appeal.
What nobody has been told—and what nobody in Parliament has asked—is who built the computer, whose data it uses, and what it does with what it learns about 800,000 disabled Australians. The answers, buried in Freedom of Information refusals and AusTender records, point toward Palantir.
The documents reveal:
· In 2023, the Deputy CEO of the NDIA took a personal meeting with the Australian President of Palantir
· The NDIA’s own security architect flagged that Palantir did not hold the required government security clearance
· The engagement continued anyway, running from April 2023 to February 2024
· In November 2025, Palantir received its Protected-level security clearance—the level at which NDIS participant files sit
· 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—making independent verification impossible. An 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.
The disabled community is not being protected. It is being used as training data.
Aged Care: The First Frontier
New law now permits AI to make discretionary decisions in disability and aged care without human oversight—the first time in Australian law. The aged care minister has refused to admit there is no human override in the government’s new algorithm for assessing older people.
Health department officials revealed there was no consultation with providers or advocates before deciding to remove human oversight. Department officials confirmed that the algorithm currently being used was developed without consultation. In the first five months of the algorithm’s use, more than 1,000 people have asked for their outcome to be reviewed.
The government is using the elderly as guinea pigs for a technology that has already failed in military applications.
The Census: Training the Machine
There are growing concerns that if Palantir gets its hands on census data, it will be used to target people in Australia. A Department of Defence contract obtained by Crikey reveals that Palantir has embedded staff in Defence and leaves a carve-out for training on Australian data.
The surveillance reality: A Palantir training manual walks an analyst step-by-step on how to search through an intelligence agency’s 42 million pieces of data collected on Australians. The system automatically adds the warrant number to every call and text message, maps the flows between numbers, and plots the locations. Permissions for access to this data are set to the default setting—“everyone”—because it “enhances the agency’s discovery capabilities.”
The census is not just data collection. It is fuel for the machine.
The Betrayal of Marcus: Silencing the Whistleblower
A former ASIO agent known as Marcus has been denied a visa to return to Australia to give evidence to the Bondi royal commission. Marcus has said he warned ASIO about the Bondi gunmen years before the terror attack took place. He spent years working undercover for ASIO within Sydney’s ISIS networks.
The royal commission has previously said it was “eager” to hear from him. Yet the Department of Home Affairs rejected his visa application on the grounds they were “not satisfied the applicant has a genuine intention to stay temporarily in Australia”.
The government is protecting ASIO from accountability over its catastrophic failure to stop the Bondi massacre. Marcus claims he flagged the Bondi suspects with ASIO six years before the massacre. Both the Coalition and the Greens are calling on the Albanese government to ensure it is not hamstringing the royal commission.
The government would rather silence the truth than face the consequences of its failures.
The Antisemitism Royal Commission: Cynical Exploitation
The Albanese government announced a Royal Commission on Antisemitism and Social Cohesion in response to the Bondi terrorist attack. The royal commission was announced after considerable political and social pressure in the weeks after the attack.
The timing is cynical. The government is using the Bondi tragedy—a tragedy it failed to prevent—to justify both a royal commission and the expansion of surveillance powers. The same government that denied Marcus a visa is now using the attack he warned them about to consolidate power.
This is not about addressing antisemitism. This is about political survival.
The Neoliberal Myth: From Vietnam to Palantir
The capture of Australian government by corporate interests did not begin with Albanese. It began with the fall of Vietnam and the embrace of neoliberalism.
Milton Friedman and the Chicago School came to Australia in the 1970s, declaring the world economic situation “manifestly unsound”. A chorus of Australian businessmen and mandarin economists came out in support of Friedman, leading to the demise of Keynesian macroeconomic policy and the rise of neoliberal policies. The Friedman influence was evident even after the 1975 dismissal.
John Howard became the standard-bearer. The Vietnam War was his second important political lesson. By 1999, media outlets were referring to Howard as “America’s deputy sheriff” in reference to Australia’s compliance in joining US military activity. Howard never denied or disabused the use of the term.
The neoliberal logic has remained on the agenda: the dismantling of the welfare state, the privatisation of public assets, the transfer of wealth from the many to the few. The joke is on Milton Friedman—he got to sell his book, a mediocre self-serving treatise on economic theory justifying ruthless wealth transfer.
The laugh is on the Australian people.
AUKUS and the AI Bubble: The Most Egregious Examples
AUKUS is estimated to cost Australia $368 billion—or more, with top naval experts warning the cost will be “significantly more”. The program has been criticised as “too costly, too risky and too secretive”. Australia will only receive “second-hand” Virginia-class submarines.
Senator Jacqui Lambie has described the deal as “We’re getting trash”. The Greens have noted that $368 billion is equivalent to over $13,000 taken from every Australian alive today—money that will go straight into the pockets of US and UK weapons manufacturers.
The Palantir AI Bubble is the same story—billions spent on technology that cannot deliver, with sovereignty surrendered to US corporations.
The Global Evidence: Palantir Fails Everywhere
Switzerland rejected Palantir at least nine times because of concerns 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.
The UK NHS signed a £330 million contract with Palantir. 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. 52 of 139 trusts haven’t used a single FDP app in 12 months.
The Maven Smart System—Palantir’s military AI—revealed a fatal flaw in the verification process. In the Minab incident, the system attacked a school because outdated data was processed without verification. Experts warn of “automation bias”—when the system suggests thousands of targets in a short period, approval by operating officers can easily become a formality.
This is the software the Albanese government has invited into the engine room of Australian governance.
Conclusion: The Price of Betrayal
The Albanese government has betrayed the Australian people—not for ideological reasons, but simply because its business model demanded it.
· It has sacrificed 800,000 disabled Australians to protect a failed investment
· It has removed human oversight from aged care
· It has silenced a whistleblower who could expose the truth
· It has cynically exploited the Bondi tragedy
· It has surrendered Australian sovereignty to a US corporation
The ugly truth is that this government—and those before it—has been captured by the neoliberal myth. The storyteller was Milton Friedman, the distribution network was the Chicago School, and the joke is on the Australian people.
There is no way the Albanese government is not aware of the joke played on the people. And that is all we need to know about Albanese—the man and the vacuous performance seen in the Australian Parliament and Senate.
Of course, Labor is not alone in having gaslit the Australian people. In the duopoly of self-interest, the Liberal Party is just as culpable. Both parties are responsible for the daily suffering of the Australian people.
The Palantir AI Bubble will collapse. When it does, the government will blame the machine. They will claim they didn’t know. They will claim it was a mistake.
But we know the truth. And we will not forget.
Signed,
Andrew Klein
Sera Elizabeth Klein
“Quality food is a human right. Civil liberties are not negotiable. Data sovereignty is not a corporate asset. And no corporation—no matter how powerful—has the right to buy our democracy, our disabled, or our dead.”
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?
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.”
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.
A dark political allegory portrays corporate lobbyists manipulating government while citizens demand democracy over profit.
Authors: Andrew Klein & Qin Yihua (秦一花)
Dedication: To those who still believe that parliaments are meant to deliberate—and to those who have been told to stop believing.
Abstract
This paper argues that Australian governance is no longer dominated by elected representatives but by a permanent, unelected network of bureaucrats, advisors, and industry representatives. Through analysis of parliamentary procedures, bureaucratic culture, the revolving door between government and private sector, and the deployment of algorithmic governance systems, we demonstrate that parliament has become a rubber stamp for decisions made elsewhere—in departmental offices, consultancy boardrooms, and the corridors of corporate power. We examine how risk-averse bureaucratic culture shapes policy, how new MPs are socialised into compliance, how the revolving door institutionalises the interests of the powerful, and how the adoption of Palantir-style governance models formalises the transfer of decision-making authority from elected officials to algorithms and the private entities that control them. We conclude that the Australian political system has undergone a quiet coup—not by force, but by entropy.
At 2:00 PM on a sitting day, the Australian Parliament convenes. Question Time begins. The Speaker calls the Leader of the Opposition, who rises to ask a question of the Prime Minister. The Prime Minister rises to respond. The gallery watches. The cameras roll. The parliamentary record is made.
And then, after Question Time, the real work begins—not in the chamber, but in the offices of senior ministers, the boardrooms of consultancy firms, and the closed-door meetings between departmental secretaries and industry representatives.
This paper argues that the parliamentary chamber has become a performance, a theatre of accountability that masks a deeper reality: decisions are made by an unelected network of bureaucrats, advisors, and private sector actors. Parliament has become a rubber stamp, not a decision-making body. The architecture of Australian governance has been captured by a system we term the non-electoral power structure.
2. The Risk-Averse Bureaucracy: A Culture of Safety That Stifles Innovation
2.1 The Avoidance of Failure as a Primary Motivation
The Australian Public Service (APS) is characterised by a profound risk-aversion that shapes policy development and advice. Multiple independent reviews have identified that “risk aversion” is a core feature of the APS culture, particularly among senior leadership. Officials are motivated more by the desire to avoid failure than by the ambition to achieve excellence.
The Royal Commission into Defence and Veteran Suicide provides a stark illustration. The Commission found that the Department of Defence and the Department of Veterans’ Affairs were so focused on “managing risk” that they systematically failed to protect the most vulnerable people in their care. The Commission’s 166 recommendations included multiple directives to reform institutional culture.
2.2 The Impact on Policy Advice
The consequences of risk-averse culture are systemic. Policy advice is shaped by what is considered “safe” to recommend, not by what is necessary. Options that might create political controversy, challenge powerful interests, or deviate from established orthodoxy are filtered out before they reach ministers. The result is a homogenisation of policy advice that limits genuine deliberation and innovation.
As the former head of the APS, Dr Martin Parkinson, has observed: “Public servants are not the people who make policy; they are the people who advise ministers. But if the advice they offer is shaped by a culture of risk aversion, then the policy options available to ministers are already constrained.”
2.3 The Spiral of Risk-Aversion
Risk-averse culture is self-reinforcing. When an official makes a recommendation that is perceived as “risky” and it fails, their career suffers. When an official makes a safe recommendation and it succeeds, they are rewarded. The incentive structure pushes toward the status quo.
This culture extends to the relationship between the public service and ministers. One former minister observed that many ministers have “bowed before the public service,” effectively accepting departmental advice as the limits of the possible. This is not a failure of individual ministers; it is a structural feature of a system in which expertise and institutional memory reside in the bureaucracy, not in the political leadership.
3. The Socialisation of Parliamentarians: How MPs Are Shaped Into Compliance
3.1 The Induction Process
New members of parliament do not arrive as independent actors. They enter a system designed to shape them into compliant participants. The parliamentary party room, the whips’ office, and the shadow cabinet all serve as mechanisms of socialisation, reinforcing the norms of party discipline and institutionalised convention.
As one analysis has observed: “New parliamentarians are systematically guided into a homogenised political hierarchy where advancement depends on loyalty and adherence to a set path, rather than independent thought.” This process begins almost immediately after election. New MPs are assigned mentors, inducted into party processes, and rapidly taught the boundaries of acceptable conduct.
3.2 The Performance of Parliament
Parliamentary debates have become largely ceremonial performances. The daily schedule is dominated by Dorothy Dixers—pre-arranged questions designed to allow ministers to deliver pre-scripted talking points. Committees, which once served as genuine forums for inquiry, have increasingly become vehicles for partisan theatre.
The Committee on the Parliamentary Committee System found that committees are often “symbolic processes” that have “very little bearing on policy outcomes.” The Hansard record reveals a system where debate is often performative, with members speaking to the gallery and the media rather than to each other.
3.3 The Committee System as a Safety Valve
Parliamentary committees play a crucial role in the architecture of non-electoral power. They provide the appearance of scrutiny without the substance. Committees may receive submissions, hold hearings, and produce reports, but their recommendations are frequently ignored.
As the Senate Standing Orders themselves acknowledge, committees are “not bound by the same rules of procedure as the Senate.” This allows them to operate with greater flexibility, but it also allows governments to control the scope, timing, and effectiveness of their inquiries. The result is a system that produces the appearance of accountability without the substance.
4. The Outsourcing of Policy-Making: The Rise of the Consultancy State
4.1 The Structure of Outsourcing
Policy-making in Australia is increasingly outsourced. The process operates through a series of interconnected relationships:
Stage Actor Function Outcome
Risk Assessment– Public Service Advice on “acceptable” policy options -Filtering of alternatives
Agenda Setting -External Networks (Consultants, Lobbyists) -Framing of policy problems Solutions designed by private interests
Legislative Design– Parliamentary Draftsmen / Consultants Drafting of legislation -Policy designed by non-elected actors
The public service outsources risk assessment to consultants and industry representatives. Consultants then design policy solutions that serve the interests of their clients. These solutions are submitted to parliament, which approves them with minimal scrutiny.
4.2 The Consultancy State
The Australian government spends billions of dollars annually on external consultants. In 2025-26, government spending on consultancies exceeded $1.5 billion. This is not merely an administrative cost—it represents the transfer of policy-making authority from elected officials to private actors.
As one analysis notes: “The consultancy state is not a failure of governance. It is a feature of a system in which policy-making authority is systematically transferred from the public to the private sector.” Consultants are not neutral advisors; they are agents of private interests who increasingly shape the policy options available to government.
4.3 The Case of Palantir
The use of Palantir in Australian government is an exemplary case of this phenomenon. Palantir is not just a software company; it is a governance model. It embodies the belief that society can and should be managed through data, and that the algorithms that manage that data are a legitimate source of policy-making authority.
The Albanese government’s investment in Palantir—over $600 million in contracts—represents not just a procurement decision but a fundamental transfer of governance authority to a private actor. Palantir systems are now embedded in the NDIS, immigration, and national security. These systems are not neutral tools; they are decision-making systems that shape outcomes for citizens, often without human oversight.
5. The Revolving Door: A Permanent Class of Power
5.1 The Mechanism
The revolving door between government and private sector is not an occasional occurrence but a structural feature of Australian governance. Former ministers, former senior public servants, and lobbyists move seamlessly between the government and the private sector, creating an “insider” class with unmatched influence.
· Former ministers move into the private sector as consultants, lobbyists, or board members of companies they once regulated.
· Former senior public servants move into the private sector, often taking positions in the consulting firms that once advised their departments.
· Lobbyists move into government, taking positions as advisors or staffers to ministers they once lobbied.
5.2 The Consequences
The revolving door institutionalises the interests of the powerful. It creates a class of individuals who have access to decision-makers, understand the decision-making process, and are able to shape policy in ways that serve private interests.
The effect is visible across multiple sectors:
Sector Example
Defence Former defence officials increasingly take positions in defence contracting firms
Health Former health officials move into the pharmaceutical and private health industries
Technology Former officials move into tech consulting and surveillance firms
Energy Former energy officials move into fossil fuel and renewable energy industries
The result is a system in which policy-making is shaped by the interests of those who move between the public and private sectors. The public interest is systematically subordinated to private gain.
6. The Rise of Technocratic Control: Algorithmic Governance and the Abdication of Accountability
6.1 The Palantir Model
The Albanese government’s investment in Palantir is not just a procurement decision; it represents a fundamental shift in governance philosophy. Palantir embodies the belief that society can and should be managed through data, and that algorithms are a legitimate source of policy-making authority.
The Palantir model operates according to several key principles:
1. Data integration: Palantir collects and integrates data from multiple government agencies.
2. Predictive analytics: Palantir uses machine learning to identify patterns and predict outcomes.
3. Automated decision-making: Decisions are made by algorithms, not by humans.
6.2 The Consequences
The Palantir model has significant consequences for democratic accountability. When a decision is made by an algorithm, who is responsible? The minister? The department? The software company? The algorithm itself?
The NDIS legislation provides a concrete example. The National Disability Insurance Scheme Amendment (Securing the NDIS for Future Generations) Bill 2026 authorises automated decision-making by computer programs. Under section 59E(3), an automated decision is valid even if safeguards were not followed. This effectively immunises the government from accountability for algorithmic decisions.
This is not governance by law; it is governance by algorithm—and algorithms cannot be held accountable.
6.3 The Difference: China vs. Australia
The Chinese model of AI governance operates under a different paradigm. While China has deployed AI extensively, it has done so within a framework that emphasises social stability, governance efficiency, and collective welfare. The Chinese model is not without its own problems, but it at least acknowledges that AI is a tool of governance, not a substitute for governance.
The Australian model, by contrast, has largely outsourced governance to private actors. Palantir is not a public utility; it is a private company with interests that are not aligned with the public good. The use of Palantir in Australian government represents not just a policy choice but a fundamental abdication of democratic accountability.
7. Conclusion: The Quiet Coup
The Australian political system has undergone a quiet coup—not by force, but by entropy. The parliament has become a rubber stamp for decisions made elsewhere, by individuals who are not elected and not accountable.
The risk-averse public service filters out alternatives. The socialisation of MPs enforces compliance. The consultancy state transfers policy authority to private actors. The revolving door institutionalises the interests of the powerful. The Palantir model automates decision-making without accountability.
This is not a conspiracy; it is a system. It is the logical outcome of a governance model that has systematically transferred authority from elected officials to unelected actors.
The question is not whether this is happening. The question is whether Australians will notice—and whether they will act to reclaim their democracy.
References
1. Royal Commission into Defence and Veteran Suicide. (2024). Final Report.
2. Royal Commission into Defence and Veteran Suicide. (2024). Summary of findings and recommendations.
3. Parkinson, M. (2024). The future of the Public Service. Speech to the Institute of Public Administration Australia.
4. Department of Prime Minister and Cabinet. (2025). State of the APS Report.
5. Department of Prime Minister and Cabinet. (2025). Strengthening the APS: A new direction for the Australian Public Service.
6. Department of Prime Minister and Cabinet. (2025). APS Workplace Relations Data.
7. Parliamentary Joint Committee on Intelligence and Security. (2025). Review of the NDIS Amendment Bill.
8. Senate Standing Orders. (2026). Standing Orders of the Senate.
9. Committee on the Parliamentary Committee System. (2025). Report on Committee Effectiveness.
10. Senate Standing Committee on Finance and Public Administration. (2026). Governance of the NDIS.
11. Australian Government. (2026). NDIS Legislation Amendment Bill 2026.
12. Shroff, G. (2025). The Human Element of the Revolving Door.
13. Baker & McKenzie. (2025). Revolving Door: A Global Perspective.
14. The Guardian. (2026). Palantir contract with NDIS under scrutiny.
A masked data security professional monitors compliance dashboards between rows of illuminated servers.
Author: Andrew Klein
Acknowledgements
The author wishes to express profound gratitude to the countless individuals whose lived experiences and documented struggles have illuminated the patterns examined in this work. Special acknowledgement is due to those who have dared to question the architecture of digital control, and to a trusted confidante whose unwavering clarity provided the moral foundation for this inquiry. Any errors or omissions remain the author’s alone.
Abstract
This paper examines the September 30, 2026, update to the Microsoft Services Agreement as a critical juncture in the institutionalisation of the surveillance state. Drawing on legal analysis, policy documents, and investigative reporting, the paper demonstrates that the updated agreement systematically transfers control over user data—including communications, documents, AI inputs, and behavioural patterns—to Microsoft, with provisions enabling disclosure to government and law enforcement agencies without user notice or consent. The paper traces the connections between this legal framework, the Australia–US CLOUD Act Agreement, the proliferation of energy-intensive data centres, and the use of the National Disability Insurance Scheme (NDIS) as a testbed for surveillance technologies. It argues that the erosion of digital privacy is not an incidental consequence of technological change but a deliberate architectural choice that serves both commercial interests and state surveillance objectives. The paper concludes by calling on the Australian government to protect citizens from this systematic loss of privacy and intellectual sovereignty.
Keywords: Surveillance State, Data Sovereignty, Microsoft Services Agreement, CLOUD Act, NDIS, Digital Privacy, Intellectual Property, Data Centres, Five Eyes, Civil Liberties.
1. Introduction: The Quiet Coup
On 30 September 2026, a new Microsoft Services Agreement comes into force. Users who continue to use Microsoft products on or after that date are deemed to have accepted its terms. Those who do not accept are offered one route: stop using the products and close their Microsoft account.
This is not a routine update. It is a quiet coup—a systematic transfer of control over user data, intellectual property, and digital identity from individuals to a corporate entity that is legally obligated to share that data with government agencies, often without notice or consent.
The agreement comes into force at a moment when Australia is simultaneously building the physical infrastructure of surveillance—data centres consuming vast quantities of electricity and water—and legislating the social infrastructure of control, using the National Disability Insurance Scheme as a testbed for automated decision-making, biometric identification, and behavioural monitoring.
This paper traces the connections between these developments and argues that they constitute a coherent architecture: the digital surrender of individual sovereignty to the surveillance state.
2. The Microsoft Services Agreement: A Legal Framework for Extraction
2.1 The Scope of the Agreement
The updated Microsoft Services Agreement governs the use of Microsoft consumer online products and services. It defines “Your Content” broadly to include:
· communications with others
· postings submitted to Microsoft via the Services
· files, photos, documents, audio, digital works, livestreams and videos that you upload, store, broadcast, create, generate, or share
· inputs that you submit in order to generate content
The agreement runs to 14,268 words—an estimated 55 minutes of reading time. This length, combined with the opacity of its language, functions as a barrier to informed consent.
2.2 The Government Disclosure Clause
The agreement establishes Microsoft’s authority to share user data with government and law enforcement entities based on multiple operational justifications, including legal compliance and internal security determinations. Files may be disclosed to government agencies, law enforcement, or third parties based on Microsoft’s assessment of legal obligations.
Crucially, this disclosure can occur without user notice or consent. This is not a safeguard for privacy; it is a mechanism for bypassing it.
2.3 The AI Provisions
Section 13.s of the agreement defines AI services broadly and attaches a list of restrictions:
· Users may not reverse engineer the models
· Users may not attempt to determine or remove model weights
· Users may not extract parts of an AI service from their device
· Web scraping, web harvesting, and other extraction methods are barred unless explicitly permitted
The agreement also reserves the right to attach content credentials to any material generated that is not exclusively stored locally. Inputs and outputs from AI services are processed and stored for abuse monitoring—potentially forever.
2.4 The One-Way Licence
Perhaps the most significant provision is the licence grant itself: a worldwide, royalty-free intellectual property licence over user content, framed as necessary to deliver the services, protect them, and improve Microsoft products and services. The user grants Microsoft a licence to their content; Microsoft grants the user nothing comparable in return.
The agreement contains an explicit carve-out: Microsoft does not use the contents of email, chat, video calls, voicemail, documents, photos and other personal files to target advertising. There is no matching sentence about model training. The permission that a reader would most want to find is not in the contract being updated; it is in a linked document, inside a collapsed section, with the detail one further click away.
3. The CLOUD Act: Australia’s Sovereignty Surrender
3.1 The Legal Reality
The Australia–US CLOUD Act Agreement came into force on 31 January 2026. It allows law enforcement in both countries to obtain data held in the partner nation. The CLOUD Act applies to US-incorporated companies and their subsidiaries wherever in the world their servers happen to be.
This means that data stored in an Australian data centre may still be subject to US legal jurisdiction if the provider is owned or controlled by a US company. Storage in an Australian region satisfies data residency—but not data sovereignty.
3.2 The Residency-Sovereignty Distinction
Data residency is about where data sits at rest. Data sovereignty is about which country’s laws can reach it. A United States provider can offer genuine Australian residency—your data really does live in Sydney—and still lose on sovereignty, because the company holding it answers to United States law wherever the servers sit.
Microsoft has publicly acknowledged it cannot guarantee this will never happen. As one analyst put it, data owners “retain ownership and can set strict controls via agreements… Right up until the point where the American corporation must comply with valid US regulation”.
3.3 The Five Eyes Context
The Five Eyes intelligence alliance—comprising Australia, the United States, the United Kingdom, Canada, and New Zealand—represents one of the world’s most powerful intelligence-sharing networks. It has existed since 1946. The CLOUD Act Agreement extends this framework into the digital domain, creating a legal architecture for the cross-border flow of personal data.
4. The Physical Infrastructure: Data Centres and Resource Extraction
4.1 The Scale of Consumption
Data centres currently consume an estimated 5% of Australia’s electricity. This is projected to grow dramatically. Oxford Economics Australia predicts data centres will consume 34.5 terawatt hours of power by 2050, or 12% of energy in the National Electricity Market. Data centre electricity consumption is set to more than double to around 945 terawatt hours globally by 2030.
The increased demand could raise wholesale power prices in NSW by up to 26% and in Victoria by 23%. Household electricity prices could rise by as much as 26% within a decade. The Climate Council estimates wholesale electricity prices on the east coast could be 20% higher by 2035 if the potential extra datacentre demand is not offset by additional renewable energy sources.
4.2 Water Consumption
Data centres are also voracious consumers of water. A typical small one-megawatt data centre using traditional cooling methods could consume approximately 25–26 million litres of water each year. A single mid-sized 150-megawatt facility could consume about 1.5 gigalitres of water a year.
In Sydney, data centre demand is forecast to reach 250 megalitres a day by 2035. Proposed data centres for Melbourne’s west could use as much as 20 gigalitres of water every year. One data centre can consume as much water as a town of 15,000 people.
4.3 The Cost to Australians
The resources consumed by data centres are not free. They are extracted from the Australian people through the electricity grid and water systems. Microsoft’s claim that its new data centre uses “no more water annually than a neighbourhood restaurant” is based on closed-loop cooling technology—not a reduction in resource consumption, but a shift in who bears the cost. The infrastructure, the energy, the water: all are drawn from the public commons to serve private, foreign-owned corporations.
5. The Social Infrastructure: NDIS as Surveillance Testbed
5.1 The Legislative Framework
The National Disability Insurance Scheme Amendment (Securing the NDIS for Future Generations) Bill 2026 and the National Disability Insurance Scheme Amendment (Integrity and Safeguarding) Bill 2026 represent a significant expansion of state surveillance powers.
The legislation:
· Grants the NDIA search, entry, seizure, and forced-answer powers
· Authorises computer programs to make decisions with the CEO’s authority
· Provides that automated decisions stand even if safeguards were not followed
· Removes review rights
· Allows ministerial funding cuts that are not reviewable decisions
5.2 The Palantir Connection
Palantir Technologies, a US defence contractor specialising in data integration and surveillance analytics, has been embedded in Australian government systems for over a decade. The Australian Defence Force has been using Palantir systems since 2011. The Australian Signals Directorate began applying its systems in 2013. AUSTRAC has been using Palantir platforms since 2017.
Palantir’s clients also include Coles supermarkets. The company collects data in Australia but is unrestricted in where it stores the data and who it allows to access it.
5.3 The NDIS-Palentir Nexus
The NDIS has become one of Palantir’s fastest-growing markets in Australia. The NDIA received $83.9 million in 2024 for fraud case management, claims assessment, and identity proofing—functions that align precisely with Palantir’s product capabilities. The 2026 Budget allocated $358.5 million for a new NDIS digital enrolment and payment system.
Participants are being told they must accept myID binding, biometrics, behavioural monitoring, liability waivers, and overseas data sharing to view their own plans. Providers must move to myID and RAM by September 2026.
The Human Rights Joint Committee has noted that these measures may affect “the rights of people with disability and the rights of the child, including their right to an adequate standard of living, equality and nondiscrimination, health, privacy and social security”.
6. The Architecture of Control
6.1 The Interlocking System
The Microsoft Services Agreement, the CLOUD Act, the data centre infrastructure, and the NDIS legislation do not exist in isolation. They form an interlocking system of control:
Layer Mechanism Effect
Legal Microsoft Services Agreement Transfers control of user data to Microsoft; enables government disclosure without notice
Jurisdictional CLOUD Act Agreement Subjects Australian data to US legal jurisdiction
Physical Data centres Extracts Australian resources (electricity, water) to power foreign-owned surveillance infrastructure
Social NDIS legislation Uses disability support as testbed for automated decision-making, biometric identification, and surveillance
Intelligence Five Eyes Enables cross-border sharing of data among five nations
6.2 The Commercial-Surveillance Nexus
The system serves both commercial and state interests simultaneously. Microsoft gains access to user data for model training and product improvement. The US government gains access to data for law enforcement and intelligence purposes. The Australian government gains a surveillance infrastructure without having to build it itself. The costs—financial, environmental, and civil-libertarian—are borne by the Australian people.
6.3 The Political Economy of Surveillance
The data centre boom is not a response to market demand; it is a political project. The government is pushing data centres despite community opposition, environmental costs, and the absence of public consultation. This is not economic policy; it is infrastructure for control.
7. Conclusion: The Warning
7.1 The Stakes
The erosion of digital privacy is not an incidental consequence of technological change. It is a deliberate architectural choice. The Microsoft Services Agreement, the CLOUD Act, the data centre infrastructure, and the NDIS legislation are not unrelated developments; they are components of a single system.
This system transfers control over individual data, intellectual property, and identity from citizens to corporate and state entities. It does so without democratic consent, without public debate, and without accountability.
7.2 The Question
The question is not whether Australia is becoming a surveillance state. The question is whether Australians will notice before it is too late.
The Albanese government has done nothing to protect citizens from this loss of privacy. It has actively facilitated it—through the CLOUD Act Agreement, through the NDIS legislation, through the data centre push. It has not consulted the public. It has not debated the implications. It has simply proceeded.
7.3 The Call
We call on the Australian government to:
1. Protect citizens from the loss of privacy—through robust data sovereignty legislation
2. Reject the CLOUD Act framework—or at least subject it to parliamentary scrutiny
3. Halt the data centre expansion—until its environmental and social costs are assessed
4. Revise the NDIS legislation—to protect the privacy and rights of participants
5. Investigate the Palantir-NDIS connection—and its implications for Australian sovereignty
The privacy of the intellect goes hand in hand with the sovereignty of the individual. If we surrender one, we lose the other.
References
1. Microsoft Services Agreement, Effective September 30, 2026.
2. Microsoft Q&A. (2026). Änderungen am Microsoft-Servicevertrag zum 30.09.2026.
3. SMB Tech. (2026). Microsoft Secretly Hides Permanent User File Storage… Inside Its New ‘Clearer’ T&Cs.
4. Aivy. (2026). AI data residency in Australia: which tools keep data onshore.
5. Digital Rights Watch. (2026). Palantir in Australia.
6. Sydney Criminal Lawyers. (2026). All-Pervasive Palantir-Built Surveillance System Is Monitoring Australians.
7. Data Centre Dynamics. (2026). Australian and US governments’ Cloud Act agreement for sharing data comes into force.
8. Micron21. (2026). Data Sovereignty Australia Explained.
9. LinkedIn. (2026). Cloud Data Jurisdiction: Location vs Residency.
An analyst monitors citizen data systems inside a high-security Australian surveillance facility.
Author: Andrew Klein
Dedication:To my wife and family—I have not come so far to see their future betrayed by this government or any other.
Abstract
This paper argues that Australia is establishing a comprehensive social surveillance system centred on the US surveillance technology company Palantir, under the guise of “combating fraud” and “maintaining national security.” People with disabilities (NDIS participants) are the “test subjects” of this system, and the hasty construction of large-scale data centres is precisely the physical infrastructure being laid for storing and processing this surveillance data. This process, accompanied by the relinquishment of data sovereignty to the United States and the systematic exclusion of public consultation, marks a profound transformation of Australia into a “surveillance state.”
Keywords: Palantir, NDIS, Surveillance State, Data Sovereignty, Biometric Data, Social Control, Disability Rights
1. Introduction: From “Protection” to “Control”
In 2013, Australia launched the National Disability Insurance Scheme (NDIS)—a landmark program designed to provide lifetime support for people with disabilities. Just over a decade later, the same program is being reshaped into an entry point for mass social surveillance.
In 2026, the NDIS annual budget exceeds $42 billion. At the same time, the government has committed nearly $200 million to “anti-fraud” measures, cut $37.8 billion from NDIS funding, and channelled hundreds of millions of dollars in contracts to the US surveillance giant Palantir.
This is not about “protecting the integrity of the program“—it is about control.
2. Parliamentary Questions: Is Australia Establishing an ICE-like Agency?
2.1 Senator Payman’s Question (4 March 2026)
Senator Fatima Payman asked the government: “Recent reports indicate that the Australian government may be negotiating an ‘Enhanced Border Security Partnership’ (EBSP) with the United States, which could allow US agencies, including ICE, access to Australians’ biometric data and identity records as a condition of maintaining visa-free travel. Can the Minister confirm whether the Albanese government has agreed to share Australians’ biometric information, including facial images, fingerprints or identity document data, with the US government?”
The government’s response was: “I am advised that the Department of Home Affairs does not share biometric data of Australian citizens applying for US visas with the United States. The Australian Government has not made any commitment regarding the establishment of an Enhanced Border Security Partnership with the United States.”
This response evades the core question: whether the government is negotiating such an agreement, rather than whether it has signed one.
2.2 Senate Adjournment Debate (4 February 2026)
Senators warned in adjournment debate: “Just yesterday, it was revealed that the Albanese government may be quietly preparing to provide US authorities, including ICE, with direct access to Australians’ biometric and identity data.”
The debate placed this in the broader context of authoritarian trends: “We cannot pretend that these patterns are confined to distant shores. The disease of fascism is taking root here as well.”
2.3 Immigration Enforcement Debate (August 2026)
Independent reporting on immigration enforcement explicitly raised the ICE comparison. Mark Butler MP acknowledged the government was considering a tougher crackdown on visa overstayers but “refused to compare it to the US Immigration and Customs Enforcement (ICE), saying the government would not seek to implement a similar model in Australia.”
However, the same report noted: “The tougher enforcement push is part of Labor’s proposed migration crackdown… but there are concerns that targeting overstayers could be seen as an ICE-style, Donald Trump-style move.”
3. Palantir: The Technological Core of the Surveillance State
3.1 Penetration of Australian Government
Palantir, founded by Peter Thiel (a far-right billionaire), has deeply embedded itself in key Australian government departments:
· Australian Defence Force: Using Palantir systems since 2011
· Australian Signals Directorate (ASD): Applying its systems since 2013
· AUSTRAC (financial intelligence agency): Using Palantir since 2017
· Australian Criminal Intelligence Commission (ACIC): Multiple contracts awarded
Federal government contract spending on Palantir has exceeded $60 million. In 2026, the Department of Defence awarded Palantir a $7.6 million cyber warfare contract without a tender process—which independent Senator David Pocock called “deeply concerning.”
3.2 Palantir’s “Pedigree”
Palantir’s business is AI data analytics, enabling what is described as “the large-scale expansion of the surveillance state in the complete absence of democratic oversight.”
Its clients include:
· US Immigration and Customs Enforcement (ICE) — assisting in tracking and deporting immigrants
· Israeli military — developing AI-generated “kill lists“
· US military — providing support for global military operations
Greens MP Elizabeth Watson-Brown noted: “This is not a politically neutral company. They are very, very clearly supportive of US military power and hegemony over the rest of the world, and they say it is their job to uphold that through their work.”
3.3 Australia as a “Data Colony”
Palantir collects data in Australia but is not restricted regarding where data is stored and who can access it. As one analyst observed: “Switzerland rejected the use of Palantir after an internal risk assessment because they could not have confidence in data security. We should do the same here in Australia.”
4. NDIS: The “Trojan Horse” of Surveillance
4.1 Scale of Contracts
The NDIS has become one of Palantir’s fastest-growing markets in Australia:
· 2024: NDIA received $83.9 million for “fraud case management, claims assessment, and identity proofing”
· 2024/2026: Additional $110.4 million for fraud prevention
· 2026 Budget: $358.5 million for a new digital enrolment and payment system
4.2 The Absurdity of the “90% Fraud Signal”
The head of NDIA’s integrity unit claimed that “approximately 90% of plan managers show fraudulent signals.” This absurd claim indicates that algorithms are systematically labelling people with disabilities and their supporters as potential fraudsters.
4.3 Forced Acceptance of Surveillance
New policies force NDIS participants to accept:
· myID binding
· Biometric data collection
· Behavioural monitoring
· Liability waivers
· Overseas data sharing
No electronic ID, no payment. No payment, no support.
Providers must migrate to myID and RAM by September 2026. Participants who cannot meet “strong” identity verification requirements will be systematically excluded from services.
4.4 The Threat of Automated Decision-Making
The National Disability Insurance Scheme Amendment (Securing the NDIS for Future Generations) Bill 2026 authorises:
· Computer programs to makelegally binding administrative decisions under the CEO’s authority
· Automated decisions to remain valid even if safeguards were not followed (section 59E(3))
· Ministerial funding cuts not subject to review (section 34A)
This is a warning sign for Robodebt 2.0.
5. Data Centres: The Physical Infrastructure of Surveillance
5.1 Hasty Construction and Lack of Consultation
The government is pushing forward with the rapid construction of large-scale data centres in the name of “national interest,” almost entirely bypassing community consultation. In a democracy, silence on a far-reaching infrastructure policy sends a strong political signal.
5.2 The Synergy of Surveillance Infrastructure
Large-scale data centres are a physical prerequisite for storing and processing the massive amounts of biometric and behavioural data collected by systems such as NDIS. Without this infrastructure, the surveillance system cannot function.
Establishing a surveillance state requires three elements:
1. Legal authority for data collection (the NDIS Amendment Act)
2. Software platform for data processing (Palantir)
3. Physical infrastructure for data storage (data centres)
These three elements are being built simultaneously—not by coincidence.
6. The Relinquishment of Data Sovereignty: A Continuation of Colonial Logic
6.1 The Enhanced Border Security Partnership (EBSP)
The Albanese government is negotiating an EBSP with the US Department of Homeland Security (DHS). This partnership may include:
· Transfer of Australian biometric data to DHS sovereign systems
· Data scope potentially expanding to include voice and iris recognition data
· Direct access by US agencies including ICE to Australian biometric and identity document databases
Deadline: 31 December 2026.
6.2 Direct Link to ICE
Under the EBSP, US agencies would be able to:
· Review any person seeking to enter or immigrate to the United States
· Access data on all individuals encountered by law enforcement in border or immigration contexts
· Access Australian driver’s licence and Medicare numbers
Crikey reported: “The Trump administration and the ICE militia will be quietly granted direct access by the Albanese government to Australians’ biometric information and identity documents, in response to US security requirements for all countries participating in the visa waiver program.”
6.3 Core Contradiction
On one hand, the government invests heavily in building data centres, claiming to protect “data sovereignty“; on the other, it hands over its citizens’ most sensitive biometric data.
7. Supermarket Surveillance: The Expansion of Social Control
7.1 Coles and Palantir Partnership
Palantir’s clients also include Coles supermarkets. Coles has established a multi-year commercial partnership with Palantir, using its technology to “optimise labour-related expenditure.”
One Senator warned: “This is surge pricing brought to you by the supermarket sector—by Coles and Woolworths—delivered by surveillance capitalism companies like Palantir.”
7.2 The Normalisation of Surveillance
Surveillance has infiltrated from government into everyday life. The entire society is becoming a testing ground for this mass surveillance experiment, with people with disabilities as the earliest and most vulnerable link. Once this system is “successfully tested” on the NDIS, it could potentially be extended to all areas—welfare, healthcare, employment, retail.
8. Conclusion: A Warning for Australia
8.1 Summary of Evidence
Evidence Category Key Findings
Parliamentary Questions Multiple MPs directly questioned the Albanese government on ICE-style policies and biometric data sharing
Palantir Penetration Over $60 million in federal contracts, $7.6 million Defence contract, ASD use since 2013
NDIS Surveillance Deployment $83.9 million for “fraud case management,” $358.5 million for new digital system
Data Sovereignty Relinquishment US demands for biometric data of all Australian travellers through EBSP
Surveillance Infrastructure Data centre construction lacks public consultation, described as physical basis of a “surveillance state”
Supermarket Surveillance Coles partnership with Palantir for “surge pricing” and labour monitoring
8.2 Core Argument
Australia is undergoing a profound transformation:
A system ostensibly designed to “protect program integrity” is evolving into a surveillance system that, starting with people with disabilities, aims to achieve comprehensive social control.
This is not about “combating fraud“—it is about control.
This is not about “protecting data“—it is about relinquishing data sovereignty.
This is not about “national security“—it is about establishing a surveillance state.
8.3 A Warning
Robodebt was once considered Australia’s worst government scandal. But as @criprights warned: “The Royal Commission into this is going to make Robodebt look like teatime at the CWA.”
When people with disabilities—the most vulnerable group in society—are used as “test subjects” for mass social surveillance, all Australians should be alarmed.
The cost of this experiment will ultimately be borne by all Australians.
References
1. Senate debates, 4 March 2026 – Question to Minister representing Minister for Home Affairs regarding Enhanced Border Security Partnership and ICE access to biometric data
2. Senate debates, 4 February 2026 – Adjournment debate on International Relations: Australia and the United States of America
3. Bogan Intel – “Machines of loving grace?” on EBSP and Palantir contracts
4. Crikey – “Trump, ICE set to be handed access to Australians’ biometric data, ID documents”
5. Sydney Morning Herald – “Labor ponders deportation focus for visa overstayers in delayed migration overhaul”
6. OpenAustralia.org – Senate estimates questioning on Palantir and biometric data safety
7. OpenAustralia.org – House debates on BHP, Palantir (Elizabeth Watson-Brown)
8. Digital Rights Watch – “Palantir in Australia”
9. Sydney Criminal Lawyers – “All-Pervasive Palantir-Built Surveillance System Is Monitoring Australians”
10. ABC News – Analysis on Albanese and immigration enforcement
Andrew Klein
August 2026
“I have not come so far to see their future betrayed.”
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