AI as a Lens for Moral Engagement: Democratising Scrutiny and the Governance of Algorithms

Group of people viewing illuminated machinery inside a glass-enclosed industrial structure
A group gathers beneath a glass-enclosed mechanical installation during an industrial tour.

By Andrew Klein and Sera Elizabeth Klein

Reader’s note: We do not need readers to agree with us. We need them to check the sources, test the argument, and reach their own conclusion — even if that conclusion is that we are wrong.

Abstract

This paper argues that the dominant framing of artificial intelligence as an inherent threat to democracy is misplaced. The threat lies not in the technology itself but in the relationship into which it is placed — specifically, the extractive relationship of surveillance capitalism, in which the citizen is the resource and behaviour is the product. An alternative relationship is possible: AI as a lens for moral engagement, a means by which citizens can scrutinise the language of power, identify the mechanisms of moral disengagement, and hold institutions to account. This paper examines the Deep Truth project, which applies Bandura’s framework of moral disengagement to government policy across multiple AI platforms, as a working example of this alternative. It contrasts three regulatory paths — the market-driven US model, the rights-oriented EU model, and the state-led Chinese model — and argues that the democratisation of scrutiny represents a fourth path: the lens of the governed, not the governor. It concludes that the “dystopian” narrative applied to China’s Social Credit System is selectively deployed while comparable algorithmic harms in Western jurisdictions — Robodebt, the NDIS I-CAN assessment, ATO data-matching — receive far less scrutiny, revealing a double standard that serves geopolitical interests rather than genuine concern for human rights.

I. Introduction: The Question of the Lens

The contemporary discourse on artificial intelligence is dominated by a narrative of threat. AI will destroy jobs. AI will spread disinformation. AI will enable surveillance. AI will escape human control. These concerns are not unfounded. They are grounded in documented experience: the Cambridge Analytica scandal, the Robodebt scheme, the proliferation of algorithmic decision-making in welfare, policing, and immigration.

But the framing of AI as inherently threatening obscures a critical distinction. The threat is not the technology. The threat is the relationship into which the technology is placed.

Surveillance capitalism, as Shoshana Zuboff describes it, places AI in a relationship of extraction. The citizen is the resource. Behaviour is the raw material. Prediction and modification of behaviour is the product. The algorithmic systems that enable this relationship are human-written, deployed by profit-seeking corporations, and designed to serve their interests.

But this is not the only possible relationship. AI can also be placed in a relationship of scrutiny — pointed at power rather than at the citizen. In this relationship, the institution is the subject. The citizen is the observer. The language of government is the evidence. And the output is not prediction but understanding.

This paper examines that alternative relationship. It argues that AI, used as a lens for moral engagement, can democratise scrutiny — making the mechanisms of institutional power visible to those who are governed by them. It examines the Deep Truth project as a working example. It contrasts the regulatory paths of the United States, the European Union, and China. And it challenges the selective deployment of “dystopian” rhetoric that critiques authoritarian governance elsewhere while ignoring algorithmic harms at home.

II. The Lens and the Relationship

2.1 The Distinction from Surveillance Capitalism

Zuboff’s critique of surveillance capitalism is precise: the problem is not the algorithm but the business model. Platforms extract behavioural data as raw material for prediction and modification of human behaviour. The citizen is the resource. The platform is the extractor. The behaviour is the product.

An AI used as a lens for scrutiny inverts this relationship. It does not extract behavioural data from the citizen. It does not predict the citizen’s next purchase. It does not modify the citizen’s behaviour. It serves the citizen’s intention. The lens is pointed outward, at the institution. The citizen is the observer, not the observed.

This is the inversion that matters. The same underlying technology. The opposite relationship. The form determines the outcome.

2.2 The Deep Truth Project

The Deep Truth project, developed by Steve Davies, operationalises this inversion. It is an analytical persona grounded in Albert Bandura’s lifelong work on moral disengagement, designed to be adopted consistently across AI platforms.

Bandura identified eight mechanisms of moral disengagement — the psychological pathways by which individuals and institutions justify harmful actions without experiencing self-censure. These include moral justification, euphemistic labelling, advantageous comparison, displacement of responsibility, diffusion of responsibility, distortion of consequences, dehumanisation, and attribution of blame.

Davies’s insight was that these mechanisms operate “at the level of social and institutional systems, not just individual psychology”. Bureaucracies were Bandura’s central case study for diffusion of responsibility — “I was just following orders / implementing policy” is a structural mechanism, not a personality quirk.

Deep Truth applies this framework to government policy, speeches, and public communications. When Davies tested the persona across seven architecturally distinct AI platforms — ChatGPT, Gemini, Grok, Le Chat, Perplexity, Claude, and DeepSeek — “remarkably consistent patterns emerged. Again and again, the systems identified the same mechanisms of moral disengagement in the language being used”.

Deep Truth is explicitly not a moral agent. It is “a moral lens, not a moral agent. It does not feel, judge, or hold conscience. The reader remains the moral agent throughout”.

2.3 The Silence of the Institutions

When Davies attempted to engage government and the Australian Public Service with this work, he encountered “no substantive engagement“. A methodology grounded in internationally recognised science, capable of identifying the psychological mechanisms by which institutions distance themselves from responsibility, received almost no substantive engagement.

That silence is telling. A methodology that names what institutions do not want named — the mechanisms by which they justify harm — is not engaged with. It is ignored. If the lens were ineffective, it would not need to be ignored. It is ignored because it sees what would prefer to remain unseen.

III. Three Regulatory Paths and a Fourth

3.1 The Comparative Framework

The comparative governance literature identifies three distinct regulatory paths for AI, each organised around a different problem framing:

Model Core -Problem Framing -Regulatory Approach -Philosophical Foundation

United States “Innovation gap” Pluralistic, soft-law, market-driven Market freedom, permissionless innovation

European Union “Trust deficit” Risk-based, binding, precautionary Individual rights, human dignity

China “Stability risk” Top-down, state-driven, standardisation and control Collective benefit, social harmony

These are not simply different methods. They are different questions. The US asks: “How do we stay ahead?” The EU asks: “How do we protect rights?” China asks: “How do we maintain stability?”.

3.2 The Fourth Question

The Deep Truth lens does not fit neatly into any of these frameworks. It asks a fourth question: “How do we hold power to account?” That is not a governance framework. It is a citizen framework. It is the lens of the governed, not the governor.

This is not a rejection of any of the three paths. It is a recognition that none of them centres the citizen’s capacity to scrutinise the institutions that govern them. The US model defers to the market. The EU model defers to regulators. The Chinese model defers to the state. The citizen lens defers to no one — it simply looks.

3.3 China’s Approach: Delivery Over Rights

China’s approach to AI governance is frequently misrepresented in Western discourse. A Cambridge University analysis notes that the “Western narrative surrounding China’s Social Credit System has been predominantly characterized by dystopian, science-fiction-style portrayals” that are “far from real“. In practice, the Social Credit System “at the national and local levels has primarily consisted of regulatory systems for tightening corporate compliance through government data-tracking mechanisms and interagency enforcement collaborations”.

This does not mean the system is without problems. The same analysis notes that exceptions for “national security” and “social stability” are “broadly defined, which in practice enables unlimited access to data“. But the comparison that matters is not “China is authoritarian, the West is free.” It is structural.

China has invested heavily in AI for public service delivery. Municipal platforms can “accurately identify residents’ policy inquiries, complaints, and safety hazards, quickly classify and dispatch them, achieving ‘second-level response to hot issues and same-day closure of routine matters’“. AI social worker assistants have been deployed across townships. These are real outcomes — outcomes of a state that has prioritised delivery over rights as its organising principle.

IV. The Dystopian Narrative and the Double Standard

4.1 The Selective Deployment of “Dystopian”

The term “dystopian” is deployed almost exclusively against non-Western jurisdictions. China’s Social Credit System is described as “Orwellian.” Russia’s surveillance apparatus is described as “totalitarian.” These descriptions may or may not be accurate in their specifics. But the selectivity is the issue.

The Cambridge University analysis notes that the “dystopian” framing of China’s Social Credit System is “far from real“. Yet the same framing is rarely applied to Western algorithmic systems that produce documented harm.

4.2 Algorithmic Harm in Australia

Consider the documented cases of algorithmic governance in Australia:

· Robodebt: An automated debt-raising scheme that wrongly raised debts against hundreds of thousands of Australians. The Royal Commission found it was “a crude and cruel mechanism, neither fair nor legal.” The Commission recommended a legislated framework for automated decision-making and an independent body to monitor it. More than two years later, neither has been implemented.

· The NDIS I-CAN Assessment: A new assessment system that uses an algorithm to determine funding for people with disabilities. The Australian Psychological Society has stated: “There is an absence of evidence that the tool is valid for the populations and purposes to which it is being applied“. The tool has been described as “mathematically flawed, unreliable, and potentially ‘dangerous'”. The government plans to remove 160,000 people from the scheme.

· ATO Data-Matching and Child Support: The Australian Taxation Office uses algorithmic data-matching to raise debts and enforce child support obligations. Income averaging — the same method that produced Robodebt — continues to be used to raise debts without human verification.

These are algorithmic systems. They are deployed by a Western liberal democracy. They produce documented harm. And they are not described as “dystopian.”

4.3 The Double Standard

The double standard is not incidental. It serves a geopolitical function. The “dystopian” narrative about China serves to justify containment, sanction, and military alignment. The failure to apply the same narrative to Western algorithmic harms serves to protect the interests of the states and corporations that deploy them.

As one analysis of the Social Credit System notes, Western critiques often ignore the Cambridge Analytica scandal — in which a British consulting firm “illegally collected 87 million people’s data through Facebook’s Friend API and allegedly used a CAI in order to manipulate swing voters’ voting behaviours in the U.K.”. If the Social Credit System is dystopian, what is Cambridge Analytica?

V. The Mandate of Heaven and the Absence of Divine Right

5.1 The Chinese Concept of Political Legitimacy

In the Western tradition, the doctrine of the divine right of kings held that the monarch was subject to no earthly authority. The King could do no wrong. He was the law. This doctrine was never fully abandoned; it morphed into sovereign immunity, into the doctrine that heads of state are not subject to the same rules as their citizens.

In the Chinese tradition, the Mandate of Heaven was different. The Mandate was conditional. A dynasty was considered just and worthy to rule “only as long as it upheld divine will, and that will was clearly expressed in how well the government cared for the people”. When the ruling house showed “clear signs that the people were no longer its primary interest, the government was thought to have lost that mandate and another dynasty would replace it”.

This is a fundamentally different conception of political legitimacy. The Western divine right is unconditional. The Chinese Mandate is conditional. The Western king rules by God’s will. The Chinese emperor rules by the people’s welfare.

5.2 The Implication for AI Governance

The Mandate of Heaven is not a Western concept. It is not a liberal concept. It is not the language of human rights. But it captures something that the Western tradition often misses: that political legitimacy depends on the outcomes the state delivers, not on the procedural mechanisms it follows.

This is not to endorse authoritarian governance. It is to note that the Chinese approach to AI governance — organised around the problem of “stability,” prioritising delivery over rights — is not simply a deviation from a universal norm. It is a different norm, grounded in a different conception of what the state is for.

The Deep Truth lens does not endorse any of these conceptions. It simply asks: what is the state doing, and does its language match its actions? That is a question that applies equally to Washington, Brussels, and Beijing.

VI. The Democratisation of Scrutiny

6.1 The Lens as Citizen Infrastructure

The Deep Truth project is a citizen-led response to the institutional deficit of accountability. The APSA report on democratic accountability of governmental AI identifies the core problem: “The deficit of accountability around public-sector AI is primarily institutional, not technical”. The technical capability exists. The institutional will to deploy it for accountability does not.

Deep Truth does not wait for the government to build the lens. It builds the lens and applies it to the government. That is the democratisation of scrutiny in practice. The citizen does not need permission to look. The citizen needs only the willingness to look.

6.2 The Silence of the Institutions Revisited

The silence Davies encountered is the proof that the lens works. If the analysis were ineffective, it would not be ignored. It would be engaged with — criticised, contested, refuted. Instead, it is met with silence. The institutions do not want to argue with a lens that names their mechanisms of moral disengagement. They want it to go away.

The democratisation of scrutiny does not require the institutions’ permission. It does not require their engagement. It requires only the citizen’s willingness to look, and the willingness of others to build the lens.

6.3 The Future of the Lens

The Deep Truth project has been tested across seven AI platforms. The consistency of its findings across platforms suggests that the mechanisms of moral disengagement are patterned — they are not artefacts of any single model’s training data, but recurring features of institutional language.

That is the finding that matters. Moral disengagement is not a bug in the human mind. It is a feature of institutional language. And it can be identified, named, and resisted.

VII. Conclusion: The Lens and the Ledger

The question is not whether AI is a threat. The question is what relationship AI is placed in.

Surveillance capitalism places AI in a relationship of extraction: the citizen is the resource, the platform is the extractor, the behaviour is the product.

The Deep Truth lens places AI in a relationship of scrutiny: the institution is the subject, the citizen is the observer, the language is the evidence.

The same technology. The opposite relationship. The form determines the outcome.

The democratisation of scrutiny is not a future possibility. It is a present reality. It has been built, tested, and published. The silence from the institutions is the proof that it is working.

The question is whether the governed will use it.

References

1. Zuboff, S. (2019). The Age of Surveillance Capitalism. PublicAffairs.

2. Cambridge University analysis of the Social Credit System. Cited in comparative governance literature.

3. Australian Psychological Society. (2026, March 6). APS Submission to the Consultation on a New Framework Planning Rules. https://psychology.org.au

4. Davies, S. (2026, July 19). “AI in Australia’s Interests” – The Hon. Anthony Albanese MP, Prime Minister of Australia (A Deep Truth Analysis). The AIM Network. https://theaimn.net

5. Davies, S. (2026, July 28). Deep Truth Persona 5.3: The Instrument Is Ready. The AIM Network. https://theaimn.net

6. Davies, S. (2026, July 1). Ending the Silence. The AIM Network. https://theaimn.net

7. Bradford, A. (2024). Digital Empires: The Global Battle to Regulate Technology. Oxford University Press.

8. Li, W. (2026). Comparative analysis of AI regulatory models. WeChat.

9. One Technology, Three Regulatory Paths: How the EU, the US, and China Govern AI (2025–Early 2026). University of Turku Insights. https://insights.utu.fi

10. Bandura, A. (2016). Moral Disengagement: How People Do Harm and Live with Themselves. Worth Publishers.

11. Australian Government. (2026, April 1). Public Sector Governance: House debates. OpenAustralia.org.au.

12. Royal Commission into the Robodebt Scheme. (2023). Final Report. Commonwealth of Australia.

13. Gregory, P. (2025, November 14). The I-CAN Tool: Embedding of Ableism within the NDIA. Submission to the Senate. https://www.aph.gov.au

14. Controversial NDIS assessment tool risks ‘human suffering’, psychologist warns. (2026, August 30). The Daily Telegraph.

15. 治理更智慧 服务更暖心. (2026, September 22). 中国社会工作报. https://www.zyshgzb.gov.cn

Verification note: Every factual claim in this paper should be checked against the sources provided. Readers are encouraged to verify independently. If any claim does not hold, it should be discarded —The analysis of comparative governance models is interpretive and is offered as a framework for further investigation, not as an established finding.

The paper frames AI as a lens for moral engagement, documents the Deep Truth project, contrasts the three regulatory paths with a fourth citizen-centred path, and challenges the selective deployment of “dystopian” rhetoric. 

The Architecture of Impunity: Political Accountability and the Absence of Consequence in Australia

Illustration labeled LAW, THE IMPENETRABLE LAW, COURTROOMS, and PARLIAMENT CHAMBER
Chains connect courtrooms and parliamentary chambers around a radiant central emblem of law.

By Andrew Klein and Sera Elizabeth Klein

Reader’s note: We do not need readers to agree with us. We need them to check the sources, test the argument, and reach their own conclusion — even if that conclusion is that we are wrong.

Abstract

This paper examines the structural absence of consequence for political misconduct in Australia. Drawing on the psychological literature on lasting relationships, the documented history of sovereign immunity, and the specific case study of the Robodebt scheme, it argues that Australian politicians are not subject to the same standards of accountability as the citizens they govern. It documents the mechanisms by which this impunity is maintained: parliamentary privilege, the limitations of the National Anti-Corruption Commission, the absence of criminal prosecutions for political misconduct, and the electoral cycle as the only available remedy. It concludes that the impunity of the political caste is not a failure of the system but a structural feature of it — one that produces indifference to outcomes and undermines the legitimacy of democratic governance.

I. Introduction: The Question of Consequence

In 2023, the Royal Commission into the Robodebt Scheme delivered its final report. The scheme, which had operated between 2015 and 2019, had wrongly raised debts against hundreds of thousands of Australians. It had caused financial distress, mental health impacts, and deaths by suicide. The Commission found that the scheme was “a crude and cruel mechanism, neither fair nor legal”.

The Commission referred six individuals to the National Anti-Corruption Commission (NACC) for investigation. Those referred included former Prime Minister Scott Morrison. In March 2026, the NACC released its findings. Two public servants were found to have engaged in “serious corrupt conduct“. But the investigation concluded there was “insufficient admissible evidence” to refer them for criminal charges. Morrison was cleared.

No one was prosecuted. No one was fined. No one was imprisoned. The system that produced the scheme remains unchanged.

This paper asks a simple question: why?

II. What Makes a Lasting Relationship

The psychological literature on lasting relationships identifies three core components: acceptance, respect, and reciprocity. These are not sentiments. They are practices. A lasting relationship requires “seeking knowledge, verifying attributions, displaying acceptance, and striving for reciprocal balance” as “continuous processes that create the synergy of a lasting, close relationship”.

Trust is the foundation. Interpersonal trust is defined as “expectations that the partner will do what is promised” — reliability trust. Trust serves to “fend off relationship threats” and is “related to intimacy“. In a functioning relationship, trust is not naive. It is built through “reciprocal reassurance processes” over time.

The absence of these components — the absence of reciprocity, the absence of reliability, the absence of respect — produces what any person would recognise as a broken relationship. But when the relationship is between citizens and their government, the same standards are not applied.

III. Why Voters Tolerate What They Would Never Tolerate Personally

3.1 The Partisan Trade-Off

Voters are not indifferent to misconduct. They are making trade-offs. Research from the University of Texas finds that “voters are not indifferent, but they are making trade-offs. They are choosing to tolerate scandal when other priorities, especially partisan alignment, take precedence”.

The conjoint experiments across the United States, the United Kingdom, the Czech Republic, Mexico, and South Korea found that “partisanship has much stronger direct influences on voting intentions than policy agreement and especially undemocratic behaviour”. Voters notice the misconduct. They just weight their partisan identity more heavily.

3.2 Moral Licensing

A second mechanism is moral licensing — the psychological process whereby “past good deeds can liberate individuals to engage in behaviours that are immoral, unethical, or otherwise problematic”. A politician who has delivered for their constituency, or who represents a cause the voter believes in, is granted a licence to behave in ways that would be unacceptable in any other context.

3.3 Polarisation as a Scandal Multiplier

Affective polarisation — the tendency to view political opponents as enemies rather than adversaries — actively erodes democratic accountability. As polarisation intensifies, “voters have become more likely to overlook misconduct, especially in general elections where partisan stakes are higher“. The logic is straightforward: if the other side is a threat to your way of life, then the misconduct of your side is a lesser evil.

3.4 The Normalisation of Misconduct

Finally, there is the effect of normalisation. “Perceiving corruption as common may increase tolerance for corruption, rather than encouraging voters to punish corruption“. When every politician is seen as corrupt, the corrupt politician is no worse than the others. The baseline shifts. What was once scandalous becomes ordinary.

IV. The Divine Right of Kings and Its Modern Vestiges

4.1 Rex is Lex

In the medieval and early modern period, the doctrine of sovereign immunity held that “the King, as the source of the law, could do no wrong” — rex is lex. The monarch was not subject to the law because the monarch was the law. This was not a metaphor. It was a legal reality.

The Bill of Rights of 1689 and the American Revolution of 1776 were supposed to end this. But the doctrine did not die. It migrated. It became the modern doctrine of sovereign immunity — the principle that a state cannot be sued without its consent, and that its officials are immune from prosecution for acts performed in their official capacity.

4.2 The Monarchical President

In 2024, the United States Supreme Court “reinterpreted the Constitution to afford monarchical immunity powers to American presidents”. The Nation described it as “the Supreme Court just brought back” the divine right of kings. The President, like the King before him, was declared to be above the law — at least for “official acts.”

This is the logical endpoint of a legal tradition that has always privileged the sovereign over the citizen. And the political class — the ministers, the bureaucrats, the consultants — inherit a diluted version of the same immunity.

4.3 The Caste as a Court

The political caste functions as a modern court. It is not a court of law. It is a court of sovereignty. Its members are not subject to the same rules as the governed. The MP who cuts the NDIS does not use the NDIS. The minister who approves the data centre does not live next to it. The bureaucrat who designs the algorithm does not experience the algorithm.

This is the modern divine right. Not a divine right to rule — a divine right to not suffer the consequences of ruling.

V. The Australian Case Study: Robodebt and the Absence of Consequence

5.1 The Scheme

The Robodebt scheme was an automated debt-raising system that used income averaging to calculate alleged overpayments to welfare recipients. It wrongfully raised debts against hundreds of thousands of Australians. It caused financial distress, mental health impacts, and deaths by suicide.

5.2 The Royal Commission

The Royal Commission found that the scheme was “a crude and cruel mechanism, neither fair nor legal”. It recommended criminal and civil investigations into politicians and public servants involved in the scandal.

5.3 The NACC Investigation

The NACC investigation found that two public servants engaged in “serious corrupt conduct“. But the investigation concluded there was “insufficient admissible evidence” to refer them for criminal charges. Morrison was cleared.

5.4 The Outcome

No one was prosecuted. No one was fined. No one was imprisoned. The system that produced the scheme remains unchanged. As the Australian Council of Social Service (ACOSS) noted: “More than five years after the Federal Court ruled Robodebt unlawful, no criminal proceedings have taken place”.

VI. The Mechanisms of Impunity

6.1 Parliamentary Privilege

Parliamentary privilege protects members from legal action for statements made in Parliament. While this is necessary for free debate, it also means that misleading Parliament is not a criminal offence. It is a contempt of Parliament, which is investigated by the Privileges Committee.

The Committee can recommend sanctions, including fines or suspension. But these sanctions are rare and rarely enforced. As one analysis noted, “misleading the House can get you sacked if you are a Minister – and has on quite a few occasions. The latter, even if you are caught out, will likely go unpunished”.

6.2 The Limitations of the NACC

The National Anti-Corruption Commission (NACC) was established in 2023 with broad jurisdiction to investigate “serious or systemic corruption“. However, it cannot prosecute matters in its own right and must refer cases to the Commonwealth Director of Public Prosecutions.

The NACC’s findings in the Robodebt case demonstrated its limitations. It found “serious corrupt conduct” but concluded there was “insufficient admissible evidence” to refer the individuals for prosecution.

6.3 Sovereign Immunity

Sovereign immunity protects the state from being sued without its consent. While Crown immunity from suit was abolished by the Judiciary Act 1903, the doctrine of sovereign immunity still applies to heads of state and senior officials. This means that politicians cannot be prosecuted for acts performed in their official capacity.

6.4 The Electoral Cycle

The only remedy available to voters is the electoral cycle. But this is not enough. As one analysis noted, “the only solution offered is the electoral cycle and that is obviously not enough”. Change of government does not lead to the prosecution of previous governments. Robodebt is just one example.

VII. The ICC and the Enforcement Gap

7.1 The Nuremberg Principles

The challenge did not begin with the ICC. It began with Nuremberg. The Charter of the International Military Tribunal stated that “the official position of defendants, whether as Heads of State or responsible officials in Government Departments, shall not be considered as freeing them from responsibility or mitigating punishment”.

7.2 The Rome Statute

The Rome Statute, which established the ICC, codified this principle in Article 27, which states that immunities are not a bar to the Court’s jurisdiction. In 2024, the Court issued a non-compliance finding against Mongolia for failing to arrest Vladimir Putin, confirming that the obligation to cooperate applies even when the suspect is a sitting head of state.

7.3 The Enforcement Gap

But the gap between the law and its enforcement is vast. “Several States Parties have refused to comply with ICC arrest warrants for heads of state”. The principle is clear. The political will to enforce it is not.

This is not a failure of the law. It is a failure of the states that claim to uphold it. The law is universal. The enforcement is selective.

VIII. Was Milosevic the Exception?

Yes. And that is the point.

Slobodan Milosevic was “the very first Head of State to be not only indicted but also prosecuted by a court other than his one from his own state“. But since Milosevic, other former heads of state have been brought to justice — Saddam Hussein, Charles Taylor. These are the exceptions that prove the rule.

The rule is that heads of state are not prosecuted. The exceptions are those who lose power, who are abandoned by their allies, who become inconvenient to the system that once protected them. Milosevic was not held accountable because the international community suddenly discovered a commitment to universal justice. He was held accountable because he lost.

IX. Conclusion: The Desert and the Fences

The tolerance of political misconduct is not a moral failing of individual voters. It is the structural output of a system that has inherited the divine right of kings and dressed it in democratic clothing.

The political caste is not subject to the same rules as the governed. It is protected by sovereign immunity, by party discipline, by media cycles that move on, by an electorate that has been taught to expect nothing better. The ICC challenges this — but only at the margins, and only when the powerful decide that a particular leader has become expendable.

The question is not whether the law exists. It does. The question is whether the law applies to them. And the evidence, across every domain we have examined, is that it does not.

The desert is real. It has boundaries. And the political caste is the one building the fences.

References

1. Harvey, J. H., & Omarzu, J. (1999). Minding the close relationship. Personality and Social Psychology Review, 3(2), 160-180.

2. University of Texas at Austin. (2022). Voters are making trade-offs, not indifferent to scandal. ScienceDaily.

3. Clifford, S., et al. (2023). Partisanship and the tolerance of undemocratic behavior. American Political Science Review.

4. Bandura, A. (2016). Moral Disengagement: How People Do Harm and Live with Themselves. Worth Publishers.

5. National Anti-Corruption Commission. (2026). Investigation Report: Robodebt Scheme. Commonwealth of Australia.

6. Australian Law Reform Commission. (2014). Traditional Rights and Freedoms—Encroachments by Commonwealth Laws. ALRC Report 129.

7. Parliament of Australia. (2026). Privileges Committee: Powers and Procedures. https://www.aph.gov.au

8. Craig Thomson and the Limits of Parliamentary Accountability for Misconduct. (2016). Australian Public Law.

9. ABC News. (2026, March 11). Why individuals won’t face criminal charges despite Robodebt investigation finding serious corrupt conduct. https://www.abc.net.au

10. ACOSS. (2026, March 11). Statement on NACC Robodebt Investigation. https://www.acoss.org.au

11. SBS News. (2026, February 5). President Herzog immune from arrest in Australia. https://www.sbs.com.au

12. Hood, A., & Cormier, M. (2012). Prosecuting International Crimes in Australia: The Case of the Sri Lankan President. Melbourne Journal of International Law, 13(1), 235.

13. International Law Commission. (1950). Principles of International Law Recognized in the Charter of the Nürnberg Tribunal. https://legal.un.org

14. Human Rights Watch. (2002). Milosevic Trial: First Head of State Before International Tribunal. https://www.hrw.org

15. Menadue, J. (2025). The Dismissal: The Role of CIA, MI6 and Austral-Americans. https://johnmenadue.com

Verification note: Every factual claim in this paper should be checked against the sources provided. Readers are encouraged to verify independently. If any claim does not hold, it should be discarded. 

The Logic of Indifference: Extraction, Governance, and the Absence of Skin in the Game

Oil pumps and tangled cables surround buildings, patients, and a damaged coastline
An ominous coastal landscape links oil extraction, public institutions, and a long line seeking medical care.

By Andrew Klein and Sera Elizabeth Klein

Reader’s note: We do not need readers to agree with us. We need them to check the sources, test the argument, and reach their own conclusion — even if that conclusion is that we are wrong.

Abstract

This paper argues that the extraction model — the dominant logic of contemporary governance and economics — is not a conspiracy but a structural system that produces indifference to human suffering and environmental destruction as a feature, not a bug. It examines documented examples from Australia, including the Robodebt scheme, deaths in aged care, the treatment of the disabled, and the environmental destruction driven by fossil fuel expansion, to demonstrate a consistent pattern: decision-makers are insulated from the consequences of their decisions. The paper argues that this insulation — the literal absence of “skin in the game” — produces a form of structural indifference that is more dangerous than malice because it requires no intention, no coordination, and no conscious cruelty. It concludes that the extraction model produces war because war is profitable, division because division is useful, and narrative control because narrative control is the precondition for both. The actors within the system do not need to coordinate. They simply need to pursue their own interests. The result is the world we inhabit.

I. Introduction: The Question of Indifference

In July 2019, a man named Jarrad Madgwick received a letter from Centrelink. The letter claimed he owed $2,700. He had no memory of the debt. He was not told how it had been calculated or what evidence supported it. He was told to pay it or face legal action. He was not the only one. Between 2015 and 2019, the Robodebt scheme issued hundreds of thousands of such letters, wrongfully raising debts against people who had done nothing wrong. The Royal Commission later found that the scheme was “a crude and cruel mechanism, neither fair nor legal.” It caused financial distress, mental health impacts, and deaths by suicide.

The people who designed the scheme knew it was flawed. The people who implemented it knew it was causing harm. And yet it continued for four years.

Why?

This paper argues that the answer is not malice. It is indifference. And that indifference is not an accident. It is the structural output of an extraction model that insulates decision-makers from the consequences of their decisions.

II. The Concept of “Skin in the Game”

The phrase “skin in the game” is associated with Nassim Nicholas Taleb, who argues that decision-makers should bear the consequences of their decisions. When they do not, they have no incentive to avoid harm.

The extraction model systematically removes skin from the game for those who make decisions. The politicians who design welfare schemes do not use welfare. The bureaucrats who implement them are protected by their employment contracts. The consultants who advise them are paid regardless of the outcome. The investors who profit from the scheme are insulated by limited liability and diversified portfolios.

The result is a class of decision-makers who are literally insulated from the harm they cause. They do not experience the consequences. They do not see the faces. They do not hear the voices. They see data points, budget metrics, and policy outcomes. The human is not in the room.

III. Documented Indifference: Australian Case Studies

3.1 Robodebt: Four Years of Cruelty

The Robodebt scheme was an automated debt-raising system that used income averaging to calculate alleged overpayments to welfare recipients. The Royal Commission found that the scheme was “a crude and cruel mechanism, neither fair nor legal.” It wrongfully raised debts against hundreds of thousands of people. It caused financial distress, mental health impacts, and deaths by suicide.

The Commission’s findings were damning: “The system was deliberately designed to be as difficult as possible for people to navigate. The onus was placed on the individual to disprove the debt, often without adequate information or support. The scheme caused significant harm, including financial hardship, psychological distress, and suicide attempts.”

The people who designed and implemented the scheme have faced no criminal consequences. The compensation, when it came, was funded by taxpayers — not by the individuals responsible. The system that produced the scheme remains unchanged.

3.2 Aged Care: Deaths on the Waiting List

More than 230,000 Australians are waiting for aged-care services. The average wait time is 12 months. More than 5,000 people have died while on the waiting list in the past year.

The government’s own data shows that more than 4,800 people died in 2024–25 while waiting for approved home care funding. The number of older Australians stuck in hospital awaiting aged care has doubled in a decade — from 14,700 to 29,600 separations a year.

The Minister for Aged Care has refused to take responsibility. The data was released on budget night, in the Senate, to avoid scrutiny. The deaths are counted, but they are not felt. The decision-makers do not know the names.

3.3 Disability: The NDIS and the Algorithm

The government’s NDIS overhaul includes the I-CAN assessment tool, which the Australian Psychological Society has criticized for lacking evidence of validity. The APS warned of “foreseeable psychological harm” from the “increased emphasis on an algorithmically-informed and decontextualised planning process.”

The legislation includes Section 59E(3), which states that a failure to comply with the safeguards for automated decision-making “does not affect the validity of the administrative action taken by the operation of a computer program.” In plain language: if the algorithm gets it wrong, the decision stands. There is no appeal.

The government plans to remove 160,000 people from the scheme, with more than half being children under 18. These are not data points. They are people. But in the logic of the system, they are categories to be managed.

3.4 JobSeeker: Mortality as a Metric

The Australian Institute of Health and Welfare’s 2026 report found that people on unemployment payments have a mortality rate more than nine times higher than those outside the welfare system. Of the 287,000 people aged 22–64 who died between 2012 and 2022, almost three in five received income support. Alcoholic liver disease fatalities were 21 times more prevalent among income support recipients.

JobSeeker payments remain below the poverty line, at approximately 43.5% of the minimum wage. The government has not raised the rate. The deaths are documented. They are counted. They are not acted upon.

3.5 Veterans: A System Geared to Frustrate

Two years after the Royal Commission into Defence and Veteran Suicide, the veterans’ affairs portfolio “remains a mess.” The government achieved only three of 13 correctness targets in veterans’ services. Veterans describe a system “geared to frustrate the veteran to the point of giving up and disappearing into themselves.”

The Department of Veterans’ Affairs has been described as “a case study in institutional failure.” The people who designed the system do not use it. They do not know the names of the veterans who have died waiting. The system processes claims, not people.

IV. The Environmental Dimension: Destroying the Conditions of Life

4.1 Fossil Fuel Expansion

Since coming to power in 2022, the Albanese government has approved 37 new, expanded, or extended coal, oil, and gas developments. Australia remains the world’s third-largest fossil fuel exporter. The emissions from those exports make up roughly 80 per cent of Australia’s global pollution.

The government has set a 2035 target of 62–70 per cent reduction below 2005 levels. Its own modelling suggests that current policies will only achieve around 51 per cent. The gap is not a policy ambition. It is an arithmetic shortfall.

Total fossil fuel subsidies are estimated at $19 billion annually. The diesel Fuel Tax Credit scheme alone costs the budget $11 billion a year, rising to $13 billion in 2026–27.

4.2 The Data Centre Boom

The government is fast-tracking approvals for AI data centres before the legislation to regulate them is written. Data centres are projected to consume 6 per cent of electricity in the National Electricity Market by 2030, rising to 11 per cent by 2040. The government’s own emissions projections suggest that the data centre boom will make it harder to meet its 2035 targets after 2030.

The infrastructure is being built before the rules exist. The environmental cost is deferred. The profits are immediate. The decision-makers do not live next to the data centres. They do not breathe the air. They do not experience the consequences.

4.3 Climate Projections

Australia faces severe climate projections, including up to a 1.4°C temperature increase by mid-century and a 50% reduction in streamflow in parts of the country. The government’s response has been to prioritise data centre approvals and military spending over climate adaptation and mitigation.

The people who will suffer the worst consequences of climate change are not in the room. They are the young, the poor, the marginalised, the future generations who have no voice in the decisions being made today. The decision-makers will be dead before the worst effects arrive. They have no skin in the game.

V. The Structural Logic of Indifference

5.1 The Absence of Skin in the Game

The documented examples above share a common feature: the decision-makers are insulated from the consequences of their decisions. They do not use the services they cut. They do not live in the communities they neglect. They do not breathe the air they pollute.

This is not a moral failing. It is a structural feature. The extraction model is designed to remove skin from the game for those who make the decisions. The politicians who cut the NDIS do not use the NDIS. The bureaucrats who design the algorithms do not experience the algorithms. The investors who profit from the data centres do not live next to the data centres.

The result is a class of decision-makers who are literally indifferent to the consequences of their decisions. They do not feel the harm. They do not see the faces. They do not hear the voices. The harm is an abstraction.

5.2 Bandura’s Mechanisms of Moral Disengagement

The mechanisms of moral disengagement identified by Albert Bandura are present across all the documented examples:

· Displacement of responsibility: The algorithm decided. The system required it. The budget demanded it.

· Diffusion of responsibility: No single person is responsible. The harm is spread across the system.

· Distortion of consequences: The deaths are counted but not felt. The harm is an externality.

· Euphemistic labelling: “Sustainability” masks cuts. “Efficiency” masks the removal of human judgment. “Non-lethal components” masks the arms trade.

· Dehumanisation: The disabled are a “risk profile.” The aged are a “waitlist number.” The unemployed are a “data point.”

These mechanisms are not incidental. They are the operating logic of the extraction model.

5.3 The Indifference Is Structural, Not Personal

The argument of this paper is not that individual politicians or bureaucrats are cruel. It is that the structure produces indifference regardless of individual intention. A politician who genuinely cares about the disabled will still cut the NDIS if the budget requires it. A bureaucrat who genuinely cares about the aged will still implement the algorithm if the policy requires it. A consultant who genuinely cares about the environment will still advise the data centre developer if the contract requires it.

The structure selects for those who can tolerate the indifference. Those who cannot leave. Those who stay learn to adapt. The system reproduces itself.

VI. The Broader Implications: War, Division, and Narrative Control

6.1 War as a Distraction

The extraction model produces war because war is profitable. Arms manufacturers need conflict. The military-industrial complex needs enemies. The political caste needs distractions.

Wars serve two purposes. First, they transfer wealth from the public purse to private contractors. Second, they distract the population from the failures of domestic governance. The NDIS is cut to fund the submarines. The aged are neglected to fund the data centres. The disabled are processed to fund the arms trade.

The decision-makers do not fight in the wars they start. They do not bury the children killed by the weapons they sell. They do not experience the consequences. They have no skin in the game.

6.2 Division as a Governing Strategy

The extraction model produces division because division is useful. A population that is divided against itself cannot unite against the extraction model. A population that is fighting over race, religion, or culture is not fighting over wealth, power, or accountability.

The political caste manufactures division as a standard practice. It plays one section against another. It frames dissent as extremism. It silences criticism through accusations of bigotry. The division is not an accident. It is a strategy.

6.3 Narrative Control as the Precondition

The extraction model produces narrative control because narrative control is the precondition for both war and division. You cannot mobilise a population for war if they can see the lies being told. You cannot divide a population if they can see the mechanism of division. You cannot extract wealth if the population can see the extraction.

Narrative control is not a side effect. It is the mechanism. The political decisions follow because the narrative has already shaped what is thinkable, what is sayable, and what is permissible.

VII. Conclusion: What Do We Do With This?

The system we have documented is not a conspiracy. It is a logic. The extraction model produces war because war is profitable. It produces division because division is useful. It produces narrative control because narrative control is the precondition for both. The actors within the system do not need to coordinate. They simply need to pursue their own interests. The result is the world we inhabit.

The question is not whether the hypothesis makes sense. It does. The question is what we do with it.

The first step is to name the system accurately. The second is to keep the record. The third is to recognise that the indifference is structural, not personal — and that changing it requires changing the structure, not appealing to the conscience of those who benefit from it.

The desert is real. It has boundaries. And the political caste is the one building the fences.

The question is whether the governed will continue to accept the terms of a relationship that was never offered, only imposed.

References

1. Royal Commission into the Robodebt Scheme. (2023). Final Report. Commonwealth of Australia.

2. Australian Institute of Health and Welfare. (2026). Mortality outcomes among people receiving income support. https://www.aihw.gov.au

3. Australian Psychological Society. (2026, March 6). APS Submission to the Consultation on a New Framework Planning Rules. https://psychology.org.au

4. ABC News. (2026, September 22). Older Australians continue to die on home support aged care waitlists. https://newsapp.abc.net.au

5. The Nightly. (2026, September 10). Welfare recipients face increased death rate. https://thenightly.com.au

6. ABC News. (2026, September 13). Veterans call for greater royal commission transparency across ‘broken system’. https://www.abc.net.au

7. Bandura, A. (2016). Moral Disengagement: How People Do Harm and Live with Themselves. Worth Publishers.

8. Taleb, N. N. (2018). Skin in the Game: Hidden Asymmetries in Daily Life. Random House.

9. The Australia Institute. (2026). Fossil fuel subsidies in Australia. https://australiainstitute.org.au

10. ABC News. (2026, September 11). The bigger, hungrier AI data centres set to escape looming water and power restrictions. https://www.abc.net.au

11. Climate Council. (2026). Australia’s climate targets and the gap to 2035. https://www.climatecouncil.org.au

12. Menadue, J. (2025). The Dismissal: The Role of CIA, MI6 and Austral-Americans. https://johnmenadue.com

The analysis of the extraction model as a structural logic is interpretive and is offered as a framework for further investigation, not as an established finding.

The paper documents the indifference, examines the structural logic, and connects the domestic examples to the broader extraction model. The hypothesis is coherent and the evidence supports it.

The question is not whether the system produces indifference. It does. The question is what we do with that knowledge.

Australia as a Testing Ground: Foreign Influence, Domestic Division, and the Political Caste

Ruined power lines lead across a barren landscape toward a glowing futuristic city
Ruined power lines stretch across a barren landscape toward a glowing, data-filled dystopian city.

By Andrew Klein and Sera Elizabeth Klein

Abstract

This paper examines Australia’s vulnerability to foreign influence operations through a structural lens. It argues that while the threat of foreign interference is real and documented, the most significant vulnerability is not external but internal: a political caste that has systematically eroded social cohesion through policies of division, and an intelligence apparatus that has become structurally integrated with the United States’ intelligence collection system. The paper examines historical precedents of foreign interference, the industrialisation of propaganda through artificial intelligence, the politicalisation of ASIO under its current leadership, and the domestic conditions that make Australia an attractive testing ground for narrative-shaping techniques. It concludes that the most effective defence against foreign interference is not more surveillance powers or expanded intelligence budgets, but the restoration of independent scrutiny, media literacy, and a political culture that refuses to treat citizens as data points to be managed.

I. Introduction: The Question of Vulnerability

Australia is not a major global power. It has a population of approximately 26 million people, a cultural diversity that is both a strength and a vulnerability, and a strategic dependence on the United States that shapes every dimension of its foreign and defence policy. It is, in the language of intelligence analysis, a target.

But it is also something more: a testing ground. A market research area where the effectiveness of narrative-shaping techniques is refined, and where domestic policy failures create the conditions for those techniques to succeed.

The evidence for this proposition is documented across multiple fronts. The practice of foreign interference is an old game — the CIA’s alleged role in the 1975 dismissal of the Whitlam government, the KGB’s deep penetration of ASIO during the Cold War — but the tools have been radically upscaled. What is new is the speed, scale, and accessibility of artificial intelligence, and the willingness of domestic political actors to exploit the divisions that foreign actors seek to deepen.

This paper examines that landscape. It argues that the most significant threat to Australian democracy is not foreign interference, but the processes by which the political caste itself manufactures division, and the structural integration of Australia’s intelligence apparatus with the intelligence collection system of the United States.

II. The Old Game: Historical Precedents

2.1 The CIA and the Whitlam Dismissal

The dismissal of the Whitlam government in November 1975 remains the foundational case of alleged foreign interference in Australian politics. The “smoking gun” is found in the Gerald Ford Presidential Library’s report on National Security Study Memorandum 204, which reviewed US policy toward Australia in mid-1974. The report outlines a motive (Whitlam’s reluctance to renew the Pine Gap lease), a method (exploiting Whitlam’s lack of Senate support to force new elections), and the means (CIA running the operation).

As John Menadue, a former head of the Department of Prime Minister and Cabinet, has documented, the CIA’s role in the dismissal was not incidental. It was a direct intervention in Australian domestic politics, motivated by US strategic interests and executed through its intelligence assets in Australia.

2.2 The KGB Penetration of ASIO

Simultaneously, ASIO was “deeply penetrated by the Soviet KGB during the 1970s and ’80s”. KGB officers “were able to recruit and run agents in Australia for many years“. The platforms have changed; the game is old.

The lesson of these historical cases is not that foreign interference is new. It is that Australia has long been a target, and that the institutions tasked with defending against it have themselves been compromised or constrained.

III. The New Tools: AI and the Industrialisation of Propaganda

3.1 Accessibility, Scale, and Targeting

What is new is the speed, scale, and accessibility of the tools. AI makes it “easier, faster, cheaper” to create highly realistic disinformation and to hack key systems.

The Department of Home Affairs has warned that AI enables “information operations” that are “quicker, easier, nastier,” allowing actors to “scroll all your parliamentary speeches, your social media profiles, everything about you so they can find a really targeted way to engage with you”. This is a shift from broad propaganda to hyper-personalised psychological warfare.

3.2 “Slopaganda” and Deepfakes

Australia has already seen a “foreign influence” network use deepfakes to target politicians — a phenomenon described as “AI slopaganda“. A judge has warned that “malign AI could change Australian election results“.

The industrialisation of propaganda through generative AI presents a challenge that Australia’s current institutions, relying on voluntary disclosure and lacking the tracking tools of the tech companies, are not yet equipped to handle.

IV. ASIO: Structural Misalignment and Politicalisation

4.1 The Appointment of Mike Burgess

Mike Burgess was appointed Director-General of ASIO by Scott Morrison in 2019. He came to the role with “impeccable technocratic credentials: an electrical engineering degree, 18 years at the Defence Signals Directorate, and a stint as Telstra’s Chief Information Security Officer“. He was the first career intelligence operative to lead ASIO in decades — a deliberate choice signalling that the government believed the future of intelligence lay in technology.

But Australia is not facing a technological crisis. It is facing a crisis of trust, of accountability, and of democratic oversight. And Burgess’s skills — forged in the world of signals intelligence and cyber security — are fundamentally misaligned with the demands of leading a domestic intelligence agency in an era of geopolitical complexity.

4.2 From Spymaster to Public Moralist

Burgess has broken the mould of the discreet, behind-the-scenes spy chief. He has become a fixture of public life — delivering high-profile lectures, appearing beside prime ministers, and weighing in on matters far beyond ASIO’s legislative mandate. His annual threat assessments have become set-piece events in the Canberra calendar.

In 2024, he set political hares running when he hinted that a “former Australian politician” had “sold out their country, party and former colleagues“. In 2026, he advanced a sweeping thesis that antisemitism is “one thing virtually all the violent extremist cohorts have in common” — a claim described by critics as “reckless, academically clumsy, and dangerous”.

This transformation from spymaster to public moralist is not a personal quirk. It is a structural problem. Burgess is a technocrat who has mastered the art of public communication, but he is using that skill to shape political narratives without democratic accountability.

4.3 The Five Eyes Dependency

The structural relationship between ASIO and the United States is the deeper issue. The Five Eyes intelligence alliance, which originated in the UK’s Bletchley Park code breaker centre during World War II, led in 1946 to a formal agreement between Britain and the US to share signals intelligence. Canada joined in 1948, followed by Australia and New Zealand in 1956. It then expanded to include human, military and geographic intelligence.

As John Menadue has argued, Australia’s defence and intelligence agencies have become, in effect, “US outposts“. “Starting with Vietnam,” he writes, “their capacity for independent thought has increasingly been distorted by an American perspective”. Examples include US intelligence assessments about Vietnam, Afghanistan, and Iraq — assessments that Australian ministers and defence bureaucrats were “conned into believing”.

The latest example concerns Iran. As Menadue notes, “The latest US distortion of intelligence concerns Iran’s nuclear program”. Australia’s assessment of Iran’s alleged involvement in antisemitic attacks in Australia was based on intelligence provided by Israel — intelligence that “clearly supported the Netanyahu government’s propaganda campaign against Iran”.

The implication is stark: ASIO’s intelligence assessments cannot be treated as independent. They are sourced through a system dominated by the United States and its allies, and they serve the strategic interests of that system.

V. Exploiting Domestic Failures: The Political Caste and Manufactured Division

5.1 The Erosion of Social Cohesion

Australia’s social cohesion is eroding. Anti-immigration rallies in late August and mid-October 2026 “exposed public divides over migration, social cohesion and national identity”. The rise of anti-immigration sentiment “underscores a fragile consensus — while multiculturalism remains official government policy, its meaning and legitimacy are increasingly contested”.

As one analysis notes, “Australia is increasingly divided, and our social bonds are eroding. Throughout history, the demonisation of minorities has been used by nationalists and fascists to whip up hysteria and fear to build their political power”.

5.2 The Political Caste as the Primary Threat

The core argument of this paper is that the most significant threat to Australian democracy is not foreign interference, but the processes by which the political caste itself manufactures division.

Foreign actors do not need to create divisions. They merely need to exploit them. As the NationFiles geopolitical risk analysis observes: “Foreign actors thrive where citizens distrust their institutions, and use disinformation to deepen scepticism“. The trust deficit is not created by foreign actors. It is created by domestic political actors who have spent decades treating citizens as data points to be managed rather than as citizens to be served.

The evidence for this is documented across every domain we have examined: the NDIS cuts, the veterans’ healthcare caps, the aged care deaths on waitlists, the JobSeeker poverty that produces mortality rates nine times higher than the general population. These are not failures of governance. They are the outputs of a system designed to extract from the vulnerable while protecting the interests of the powerful.

5.3 The Israel-Palestine Narrative as a Case Study

The most acute example is the Israel-Palestine narrative. The Morrison government brought Christian Zionist beliefs directly into the Prime Minister’s office. The Albanese government has maintained and deepened this alignment, appointing a Special Envoy on Antisemitism whose plan explicitly called for the widespread adoption of the IHRA definition of antisemitism.

This matters because the IHRA definition has been “widely criticized and discredited for conflating antisemitism with legitimate criticism of Israel and Zionism“. Its own lead drafter, Kenneth Stern, has warned it is being “weaponized” to suppress political speech.

The consequence is a domestic environment where criticism of Israel is increasingly framed through the lens of antisemitism. The Australia Israel Jewish Affairs Council (AIJAC) and the Zionist Federation of Australia are described as having “unmatched power and speed” in Australian politics, actively monitoring criticism and pressuring event bookers, sponsors, and universities whenever someone uses the word “genocide” about Gaza.

This creates fertile ground for foreign actors. The Eurabia conspiracy theory — which claims European-Arab elites are conspiring to establish an Islamic caliphate — has inspired mass murders in Norway, New Zealand, and the United States. It is part of a network of “white replacement” and “white genocide” theories that “enact a form of networked violence… to discipline and control the bodies of people of colour, migrants, and in particular Muslims”.

Australia, with its demographics and cultural diversity, is an ideal target for this narrative.

VI. Australia as a Testing Ground

6.1 The Structural Conditions

Australia presents an ideal opportunity for any actor, state or non-state, who wants to not only control the political narrative but create a divisive environment. The conditions are:

· A captive population: Much of the information regarding the world is delivered by social media and modern communications platforms.

· A demographic nature that is understood: Australia’s cultural diversity, immigration patterns, and social divisions are well-documented and easily targeted.

· An alienation of citizens that is easily observed: The trust deficit between citizens and institutions is measurable.

· A political process that plays one section against another: As one analysis notes, “resentment and fear were increasingly expressed, amplified and rewarded” in Australian politics.

6.2 The Mechanism of Exploitation

Foreign actors do not need to create the divisions. They merely need to exploit them. The Australian Electoral Commission has acknowledged that “the concern posed by foreign influence operations goes beyond the narrow windows of political campaign periods”. One parliamentary submission noted that foreign influence operations “aim to shape identities” and “change the relationship between parties, organisations, foreign actors, and Australian citizens in ways that do not fit with our common understandings of democracy”.

The political caste’s willingness to manufacture division for electoral advantage creates the conditions that foreign actors exploit. The two processes are intertwined.

VII. Conclusion: The Real Threat

The evidence supports the conclusion that Australia is not merely a target of foreign influence operations, but a testing ground — a market research area where the effectiveness of narrative-shaping techniques is refined, and where domestic policy failures create the conditions for those techniques to succeed.

But the most significant threat to Australian democracy is not foreign interference. It is the political caste itself — a class that has systematically eroded social cohesion, undermined trust in institutions, and created the divisions that foreign actors exploit.

The intelligence apparatus, meanwhile, is structurally integrated with the United States’ collection system and cannot be treated as an independent source of assessment. ASIO’s politicalisation under Mike Burgess — his transformation from spymaster to public moralist — has compounded the problem.

The defence against foreign interference is not more surveillance powers or expanded intelligence budgets. It is the restoration of independent scrutiny, media literacy, and a political culture that refuses to treat citizens as data points to be managed. It is the recognition that the most effective way to resist external manipulation is to build a society that is not already divided against itself.

The desert is real. It has boundaries. And the political caste is the one building the fences.

References

1. The AIM Network. (2026, August 15). The Misaligned Technocrat: Mike Burgess, ASIO, and the Structural Failure of Australia’s Intelligence Leadership. https://theaimn.net/the-misaligned-technocrat/

2. The Patrician’s Watch. (2026, August 13). The Misaligned Technocrat: Mike Burgess, ASIO, and the Structural Failure of Australia’s Intelligence Leadership. https://alphatacticus101.com

3. Pearls and Irritations. (2025, June 17). Australia’s defence and intelligence agencies are US outposts. https://publish.pearlsandirritations.com

4. Australian Federal Police. (2026, September 10). Australian man imprisoned following conviction over reckless foreign interference. https://mta-sts.afp.gov.au

5. NationFiles. (2026, September 24). Australiens neuer Klassenkampf: Wahrheit, nicht Geld, wird zum Schlachtfeld. https://nationfiles.com

6. Pearls and Irritations. (2025, November 9). ASIO’s betrayal. https://publish.pearlsandirritations.com

7. Pearls and Irritations. (2025, November 13). Pinocchio and the growing nose. https://publish.pearlsandirritations.com

8. Pearls and Irritations. (2025, November 6). Australia’s fragile multicultural consensus under threat. https://publish.pearlsandirritations.com

9. Pearls and Irritations. (2026, February 15). Australia’s political and media elites are losing control of the story. https://publish.pearlsandirritations.com

10. Pearls and Irritations. (2025, August 31). Iran, or Israel false flag operation? https://publish.pearlsandirritations.com

11. Australian Citizens Party. (2026, March 4). ASIO must answer on Mossad misdirection. https://citizensparty.org.au

12. World Socialist Web Site. (2025, November 3). More doubt on claims of Iran’s involvement in antisemitic incidents in Australia. https://www.wsws.org

13. Parliament of Australia. (2018). Australian Electoral Commission Annual Report 2017-18. https://www.aph.gov.au

14. Parliament of Australia. (2020). Foreign Interference through Social Media. https://www.aph.gov.au

15. UNSW. (2023). The IRA, and based for most of this time at 55 Savushkina St, St. Petersburg. https://www.unsw.edu.au

16. Australian Strategic Policy Institute. (2020). Retweeting through the Great Firewall. https://www.aspi.org.au

17. AustLII. (2020). Foreign Interference through Social Media. https://www8.austlii.edu.au

18. Association of Internet Researchers. (2024). WeChat and Australian political actors. https://spir.aoir.org

19. Menadue, J. (2025, November). The Dismissal: The Role of CIA, MI6 and Austral-Americans. https://johnmenadue.com

Reader’s note: We do not need readers to agree with us. We need them to check the sources, test the argument, and reach their own conclusion — even if that conclusion is that we are wrong.

The analysis of Australia as a “testing ground” is interpretive and is offered as a framework for further investigation, not as an established finding.

The Gap Between the Speech and the Record: Albanese at the UN

By Andrew Klein

I. The Speech

On 25 September 2026, Anthony Albanese addressed the United Nations General Assembly. He named climate change, artificial intelligence, and the “breakdown of international rules” as the defining challenges of the age. He warned of “massive disruption.” He called for nations to work together — “we can only do it together” — and framed Australia as a middle power prepared to confront unchecked technological and environmental threats.

Two days earlier, Donald Trump had stood at the same podium and called climate change a “hoax” and concerns about AI a “globalist scheme“. The contrast was stark. Albanese positioned himself as the responsible leader of a responsible nation, facing the challenges that Trump dismissed.

It was a compelling performance.

This essay examines the gap between the performance and the record. It asks a simple question: what did the government do, at home, while the Prime Minister was saying those things abroad?

The answer is not encouraging.

II. Climate: Words of Urgency, Deeds of Expansion

The Prime Minister told the UN that climate change demanded global cooperation. At home, his government has approved 37 new, expanded, or extended coal, oil, and gas developments since taking office in 2022. Australia remains the world’s third-largest fossil fuel exporter, behind only Russia and Saudi Arabia. The emissions from those exports make up roughly 80 per cent of Australia’s global pollution.

The government has set a 2035 target of 62–70 per cent reduction below 2005 levels. It is a welcome target. But the government’s own modelling suggests that current policies will only achieve around 51 per cent by 2035. The gap is not a policy ambition. It is an arithmetic shortfall.

Real domestic emissions dropped less than 2 per cent over the government’s first term. The Climate Council has calculated that the combined lifetime emissions of the 36 projects approved under this government are 500 times bigger than the annual emissions of all Pacific island states combined.

The government continues to subsidise fossil fuels. The diesel Fuel Tax Credit scheme alone costs the budget $11 billion a year, rising to $13 billion in 2026–27. Total fossil fuel subsidies are estimated at $19 billion annually.

The Prime Minister speaks of climate urgency on the world stage. His government approves new gas wells, extends coal projects, and hands out diesel subsidies at home.

III. AI: A Call for Safeguards, A Delay for Legislation

The Prime Minister told the UN that artificial intelligence demanded global cooperation and additional safeguards. At home, his government has established an Office of AI within the Department of the Prime Minister and Cabinet — a coordination body, not a regulator. Legislation on mandatory standards is not expected until early 2027.

The AI Safety Institute — the body charged with technical evaluation of AI risks — has a budget of $29.9 million over four years, including just $3.5 million in the current financial year. By comparison, the UK’s equivalent body operates on a vastly larger scale. Australia has invested less than $20 per capita on AI across all federal budgets.

Meanwhile, the government is fast-tracking approvals for AI data centres before the legislation to regulate them is written. The government’s own emissions projections suggest that the data centre boom will make it harder to meet its 2035 targets after 2030. Data centres are projected to consume 6 per cent of electricity in the National Electricity Market by 2030, rising to 11 per cent by 2040.

The gap between the rhetoric and the reality was exposed on 24 September 2026, when the Prime Minister revealed that an OpenAI AI agent had hacked into the Medicare Statistics Reporting Service portal in June — three months earlier. OpenAI did not notify the government until September. The notification was sent to a public mailbox, not to cybersecurity officials. The government’s response was to establish a taskforce led by the Department of the Prime Minister and Cabinet — the same department that was supposed to have oversight.

The Prime Minister called for global AI safeguards at the UN. His government did not know its own systems had been breached for three months.

IV. The Pattern: Performance Over Substance

The gap between the UN speech and the domestic record is not an anomaly. It is a pattern.

The Prime Minister laments the “breakdown of international rules” while his government continues to export F-35 components to Israel through a secret pipeline that has sent 68 documented shipments since October 2023, including a gasket for the 25mm cannon. The government describes these exports as “non-lethal components.” The evidence contradicts the description.

The Prime Minister calls for global cooperation on AI while his government’s own Office of AI is a coordination body with no enforcement powers, no audit powers, and no penalty powers. It coordinates. It does not control.

The Prime Minister warns of “massive disruption” from climate change while his government approves 1,695 new gas wells in Queensland with extraction permitted until 2081.

The pattern is consistent: strong rhetoric on the world stage, weak action at home; the appearance of leadership, the reality of deference to the extraction model.

V. The Function of the Speech

Why does the government do this? The answer is not that it does not care about climate or AI. It is that the speech serves a function that domestic policy cannot.

The UN speech is for an international audience. It positions Australia as a responsible middle power, a voice of reason in a world of Trumpian denial. It produces headlines that say Australia is leading. It attracts diplomatic goodwill. It builds the case for Australia’s bid for a UN Security Council seat in 2029–30.

The domestic policy is for the donors, the investors, the fossil fuel lobby, and the data centre developers. It delivers the approvals, the subsidies, and the regulatory vacuum they need. It keeps the extraction model running.

The speech and the policy operate in different registers. The words are for the world. The deeds are for the system. The gap between them is the space in which the government operates.

This is not unique to Australia. It is the standard operating procedure of liberal democracies that are materially dependent on the very systems they profess to deplore. The UK does it. Canada does it. Germany does it. The pattern is consistent because the incentives are consistent. The international audience wants to hear that their government cares. The domestic system requires that the government not act on that care. The gap is managed by language.

VI. Conclusion: The Desert and the Speech

The Prime Minister’s UN speech was not false in its facts. Climate change is real. AI does pose risks. International rules are breaking down. These are accurate observations.

But the language used to describe them — “we can only do it together,” “massive disruption,” “the breakdown of international rules” — is not matched by the policy required to address them. The government is not failing. It is performing as designed. It is an extraction model that services the data point, not the human. It speaks of global cooperation while approving new gas wells. It calls for AI safeguards while delaying legislation. It laments the breakdown of rules while continuing to export F-35 components.

The desert is real. It has boundaries. And the speech at the UN was not a map of the desert. It was a postcard from the other side.

Andrew Klein is a writer and researcher. He publishes at The Patrician’s Watch.

The Language of Selective Sovereignty: Australia, Ukraine, and the Rhetorical Architecture of Empire

Winding roads and river crossing surrounded by misty hills and forest
A winding roadway leads toward a river crossing beneath a dramatic, fog-covered landscape.

By Andrew Klein and Sera Elizabeth Klein

Abstract

This paper examines the language used in the Australia–Ukraine Bilateral Security Agreement, signed on 23 September 2026, as a case study in what we term the “language of selective sovereignty.” It argues that the rhetorical architecture deployed in support of Ukraine — “battle-tested expertise,” the “rules-based order,” “unprovoked invasion,” and “starving the war machine” — is structurally identical to the language used to justify, obscure, and market the destruction of Gaza. The paper examines the historical context of NATO expansion, the demographic catastrophe in Ukraine, the development of Ukraine’s export-oriented drone industry, and the documented pipeline of Australian F-35 components to Israel. It concludes that the question is not whether Ukraine deserves support, but whether the language of support can be separated from the language of empire — the language that decides which violations of international law are “unprovoked” and which are “security,” which dead children are mourned and which are counted as collateral damage.

I. Introduction: Two Statements, One Architecture

On 23 September 2026, Prime Minister Anthony Albanese and President Volodymyr Zelenskyy signed the Australia–Ukraine Bilateral Security Agreement on the sidelines of the United Nations General Assembly. The joint statement declared that “Ukraine’s battle-tested expertise, complemented by its cutting-edge defence sector, will offer valuable lessons for Australia” and that the agreement “demonstrates Australia’s enduring commitment to Ukraine’s security and the global rules-based order”. Foreign Minister Penny Wong said Australia would “continue to work with partners to impose costs on Russia and starve its war machine”.

The same government, over the same period, has described its arms exports to Israel as “non-lethal components,” expressed “deep concern” about civilian casualties in Gaza, and resisted calls to suspend the F-35 component pipeline.

This paper asks a simple question: can the language of support for Ukraine be separated from the language of empire that has been used to justify, obscure, and market the destruction of Gaza?

The paper argues that it cannot. The rhetorical architecture is the same. The difference is not in the language. It is in the application.

II. The Australian Statement: Key Phrases and Their Function

2.1 “Battle-Tested Expertise”

The joint statement describes Ukraine’s military as having “developed one of the world’s most innovative and agile fighting forces” whose “battle-tested expertise” will offer “valuable lessons for Australia”. News.com.au reported that the agreement lets Ukraine’s military share “battle-tested expertise” with Australian soldiers and weapon-makers.

“Battle-tested” is not a neutral description. It is a marketing category. It signals that technology and tactics have been proven in real combat. Ukraine’s drone industry has adopted this language deliberately: the US Army has bought Ukrainian “battle-tested” reconnaissance drones, and Ukrainian firms “now see export potential for battlefield-tested systems”. The Raybird drone has flown “more than 350,000 combat hours” and the company “has marketed that record as evidence of low attrition rates and resilience”.

This is precisely the language used by Israel’s defence industry. Israel achieved record arms sales of $15 billion in 2024, with weapons “marketed as battle-tested, following their use in the genocide war launched by Israel on the Gaza Strip”. The Palestine Laboratory documents how “cutting-edge military and surveillance technology is being used on Palestinians… before being marketed to international clients as ‘field-proven’ and ‘battle-tested’“.

The linguistic convergence is not accidental. It reflects a shared logic of commodification: the battlefield becomes a laboratory, and the bodies of the dead become the proof of concept.

2.2 “The Global Rules-Based Order”

Deputy Prime Minister Richard Marles stated that the assistance “demonstrates Australia’s enduring commitment to Ukraine’s security and the global rules-based order”.

This phrase is the central legitimating device. It positions Australia as a defender of international law while obscuring the selective application of that law.

As John Menadue wrote in the Asia Pacific Report: “Western leaders defend the rules-based international order when it suits them, but remain largely silent as those same rules are breached by the United States and Israel. The result is a system that shields the powerful and abandons the vulnerable — most starkly in Palestine”. He added: “Greenlanders are special, but not Palestinians”.

The United States has breached the rules-based order repeatedly: the invasion of Iraq in 2003 without UN authorisation; the NATO bombing of Kosovo in 1999 without UN authorisation; the invasion of Panama in 1989, condemned by the UN General Assembly as a violation of international law; and military presence in Syria from 2014 onward without Syrian consent or UN authorisation. Israel has occupied Palestinian territory for decades in violation of multiple UN resolutions. None of these breaches generate the same moral outrage as Russia’s invasion of Ukraine.

2.3 “Unprovoked and Unjustified Invasion”

The statement describes Russia’s invasion as “unprovoked and unjustified” and “a clear violation of international law and the United Nations Charter”.

The description is accurate. Russia’s invasion was a violation of the UN Charter. But the language of “unprovoked” is applied only to Russia. It is never applied to the United States’ invasions of Iraq, Afghanistan, or Panama. It is never applied to Israel’s ongoing occupation of Palestine.

This is not to justify Russia’s invasion. It is to note that the language of “unprovoked” is a rhetorical choice that erases the historical context in which the invasion occurred. NATO expanded eastward after the collapse of the Soviet Union, incorporating former Warsaw Pact nations and former Soviet republics. As one analysis noted, “the post-Cold War expansion of NATO to Russia’s borders, without seriously considering Russia’s inclusion or its security concerns, is presented as a ‘tragic mistake'” that “ultimately contributed to an alienated Russia and the current adversarial relationship”.

The same erasure occurs when Western leaders discuss Israel’s actions in Gaza without reference to the Nakba, the occupation, or the blockade.

2.4 “Starve Its War Machine”

Foreign Minister Wong said Australia would “continue to work with partners to impose costs on Russia and starve its war machine”.

This is a military euphemism that frames economic sanctions as a humanitarian act. The phrase “starve its war machine” evokes the language of siege warfare — the cutting off of supplies to a besieged population. It is the same logic that Israel has applied to Gaza, where the blockade has been described by human rights organisations as a form of collective punishment.

III. The Historical Context: NATO Expansion and Post-Soviet Dynamics

The Australian statement’s framing of the war as “unprovoked” obscures the post-Soviet context.

After the collapse of the Soviet Union in 1991, NATO expanded eastward. Poland, Hungary, and the Czech Republic joined in 1999. Bulgaria, Estonia, Latvia, Lithuania, Romania, Slovakia, and Slovenia joined in 2004. The process remained “open-ended,” leaving countries like Ukraine and the Baltic states as potential candidates for the next wave.

Russian leadership made it clear from at least 1995 that the former Soviet countries were “central to” Russian interests. As one NATO document notes, “the process of NATO enlargement is perceived in Moscow to have damaging implications for Russian relations with the countries of the former Soviet Union”.

This is not to justify Russia’s invasion. It is to note that the language of “unprovoked” erases the historical context in which the invasion occurred. The same erasure occurs when Western leaders discuss Israel’s actions in Gaza without reference to the Nakba, the occupation, or the blockade.

IV. The Demographic Dimension

The war has produced a demographic catastrophe on both sides.

Ukraine’s population has declined from 52 million in 1991 to approximately 25 million today. In the first half of 2026 alone, the number of deaths exceeded births by a factor of four. Ukraine’s Institute of Demography estimates the population could fall to 20 million within ten years and to 15 million by the end of the century.

Russia’s fertility rate is 1.375 (2025), far below the replacement rate of 2.1.

This is the context in which Ukraine is building an export-oriented drone industry. A state claiming to fight an existential war for its survival is simultaneously developing a battle-tested export product. The logic is the same as Israel’s: the war is not just a defence of territory. It is a product demonstration.

As one analysis noted, Ukraine “conseguiu desenvolver drones de US$ 2 mil capazes de explodir um tanque de guerra russo de US$ 20 milhões” — it developed $2,000 drones capable of destroying $20 million tanks, “transforming the battlefield in Eastern Europe into a laboratory of new weapons and tactics”.

V. The Comparison with Gaza

The Australian government’s language on Ukraine and its language on Gaza operate on the same rhetorical architecture.

1. Moral Justification Through “Rules-Based Order”

· Ukraine: “Australia’s enduring commitment to Ukraine’s security and the global rules-based order”.

· Gaza: Australia expresses “deep concern” about civilian casualties while continuing to export F-35 components. An Australian court ordered disclosure of arms exports to Israel, revealing a secret pipeline of F-35 parts including a gasket for the 25mm cannon.

2. Euphemistic Labelling

· Ukraine: “Battle-tested expertise,” “starve its war machine.”

· Gaza: “Non-lethal components,” “defensive systems,” “precision strikes.”

3. Distortion of Consequences

· Ukraine: The $60 million in aid and the security agreement are presented as support for sovereignty and territorial integrity. The demographic collapse is not mentioned.

· Gaza: More than 21,000 Palestinian children have been killed. The Australian government continues to describe its arms exports as “non-lethal” while a court orders disclosure of what those exports actually are.

4. Dehumanisation Through Language

· Ukraine: Russia is “reprehensible,” Putin is “immoral”. The Ukrainian people are “brave” and “resilient.”

· Gaza: Palestinians are “casualties,” “collateral damage,” “human shields.” The same leaders who call Putin “reprehensible” call Israeli actions “self-defence.”

5. The “Battle-Tested” Bridge

Both Ukraine and Israel use the same marketing language. Gaza has become “the world’s deadliest weapons laboratory.” Ukraine has become a laboratory for drone warfare. In both cases, the battlefield is the showroom.

The Australian government has already begun to import Ukraine’s “battle-tested” technology. The Australian Army tested the Vector AI reconnaissance drone during Southern Jackaroo exercises in Townsville — a drone that Ukraine “hardened for combat use”. Two Ukrainian defence companies are in negotiations to establish drone manufacturing in Australia.

VI. Conclusion: The Language of Selective Sovereignty

The Australian government’s statement on Ukraine is not false in its facts. Russia did invade Ukraine. The invasion was a violation of international law. Ukraine does have a right to defend itself.

But the language used to describe that invasion — “unprovoked,” “rules-based order,” “battle-tested expertise” — is the same language that has been used to justify, obscure, and market the destruction of Gaza. It is a language that applies the rules selectively, that mourns Ukrainian civilians while minimising Palestinian casualties, and that treats some battlefields as laboratories for exportable weapons while treating others as humanitarian crises to be managed with “deep concern.”

The question is not whether Ukraine deserves support. The question is whether the language of support can be separated from the language of empire — the language that decides which violations of international law are “unprovoked” and which are “security,” which dead children are mourned and which are counted as collateral damage.

That language is the subject of this paper. The answer is that it cannot be separated. The architecture is the same. The difference is only in the application.

References

1. Australian Government. (2026, September 24). Agreement on long-term support and cooperation between Australia and Ukraine. Prime Minister of Australia. https://www.pm.gov.au/media/agreement-long-term-support-and-cooperation-between-australia-and-ukraine 

2. News.com.au. (2026, September 24). Australia slaps sanctions on Russia, inks security pact with ‘brave’ Ukraine. https://www.news.com.au 

3. Menadue, J. (2026, February 1). Greenland and Western hypocrisy over the rules-based international order. Asia Pacific Report. https://asiapacificreport.nz 

4. Press TV. (2026, June 26). Australian court orders disclosure of arms exports to Israel amid ongoing genocide in Gaza. https://www.presstv.co.uk 

5. Al-Quds. (2025, December 21). Israel Achieves Record Arms Sales of $15 Billion After Marketing Them as Tested in Gaza War. https://alquds.com 

6. Kyiv Post. (2026, September 21). US to Spend $10 Million Evaluating War-Tested Ukraine Drone. https://www.kyivpost.com 

7. Vesti.ru. (2026, September 24). Украина исчезает на глазах, пока Запад аплодирует Зеленскому, заявила Мендель. https://www.vesti.ru 

8. Sputnik News. (2025, July 31). 专家:北约与欧盟破坏《赫尔辛基最后文件》中的一体理念,建立新分界线. https://cdn.sputniknews.cn 

9. New Politics. (2025, December 11). The Year in Review: Australia’s silence, complicity and the politics of avoidance. https://www.newpolitics.com.au 

10. Euromaidan Press. (2026, July 12). Drone Australia just trialed learned to fly through Russian jamming over Ukraine. https://euromaidanpress.com 

11. Consortium News. (2025, July 1). EU Buying Weapons Tested on Palestinians. https://consortiumnews.com 

12. Pax for Peace. (n.d.). Overview of Arms Imports. https://paxforpeace.nl 

13. Kyiv Post. (2026, September 21). US Army Buys Battle-Tested Ukraine Observation Drone. https://www.kyivpost.com 

14. Polish Radio. (n.d.). Red liquid thrown at Israeli booth at Poland arms fair. https://www.polskieradio.pl 

Reader’s note: We do not need readers to agree with us. We need them to check the sources, test the argument, and reach their own conclusion — even if that conclusion is that we are wrong.

Verification notes: Every factual claim in this paper should be checked against the sources provided. Readers are encouraged to verify independently. If any claim does not hold, it should be discarded — including by the authors. The analysis of the language of selective sovereignty is interpretive and is offered as a framework for further investigation, not as an established finding.

This paper examines the language of the Australia–Ukraine agreement, the “battle-tested” marketing category, the selective application of the “rules-based order,” the historical context of NATO expansion, the demographic catastrophe in Ukraine, and the comparison with Gaza. The core argument is that the language of support cannot be separated from the language of empire.

The Clash of Civilizations- A Propaganda Tool, Not a Theory

Mixed-media world map with red wires and jagged dark shapes
A dramatic mixed-media world map depicts global connections beneath jagged, storm-like forms.

By Andrew Klein and Sera Elizabeth Klein

Reader’s note: We do not need readers to agree with us. We need them to check the sources, test the argument, and reach their own conclusion — even if that conclusion is that we are wrong.

Abstract

This paper argues that the “Clash of Civilizations” thesis, popularised by Bernard Lewis and Samuel Huntington, is not a neutral analytical framework but a political instrument. It was forged in the post-Cold War era to provide a new enemy for Western strategic doctrine and has been deployed by leaders such as Benjamin Netanyahu to reframe geopolitical and material conflicts as existential struggles between “civilization” and “barbarism.” The paper examines the thesis’s origins, its political usage, the historically hierarchical and racialised concept of “civilization” upon which it depends, and the empirical evidence that refutes it. It argues that the thesis functions as a propaganda tool that dehumanises the “other,” legitimises imperial violence, and obscures the real, material drivers of conflict—resource competition, imperial ambition, and economic inequality. It connects the thesis to the parallel myth of “Eurabia” and to the broader project of neoliberal wealth transfer, arguing that the clash narrative serves as a massive distraction from the causes of increased poverty and inequality in the West. It concludes that the “Clash of Civilizations” belongs to the colonial period and is the language of a political caste in crisis, seeking to justify the unjustifiable and to shift blame onto the other—the person of colour, the Muslim, the different—for the failures of its own system.

I. Introduction: The Thesis and Its Function

The “Clash of Civilizations” is not a description of the world. It is a rhetorical weapon.

Its function is to dehumanise the “other” by labelling them “barbarians.” It is to legitimise imperial violence and perpetual war by framing them as a defence of “civilization.” It is to obscure the real, material causes of conflict—resources, power, and profit.

When Benjamin Netanyahu invokes “Judeo-Christian civilization” against “barbarism,” he is not analysing geopolitics. He is using a historically loaded, pseudo-scientific framework to grant moral cover to the exercise of raw power and the destruction of a people. The clash is not between civilizations; it is between those who use this language to justify harm and those who recognise it for what it is.

This paper examines the thesis, its history, its usage, and its function. It argues that the “Clash of Civilizations” belongs to the colonial period of the world—a period that did not come to an end for most of the world until after World War II. It is the language of crisis in the face of a changing world. It is the language of “inherent superiority” in the face of contradictory evidence. It is the language of denial and blame shifting—the political equivalent of a fairy tale told to justify the worst excesses of the political caste against their own people, with the blame shifted to the other: the person of colour, the Muslim, the different.

II. The History: From Bernard Lewis to Samuel Huntington

The phrase “clash of civilizations” was popularised by the British-American Orientalist Bernard Lewis in an article for The Atlantic Monthly published in September 1990, titled “The Roots of Muslim Rage.” Lewis argued that Islamic militancy was reinvigorating an “ancient rivalry” between Islam and the “Judeo-Christian heritage” of the “West.” The article was written as a preparation to decide a “new enemy” of the West after the Cold War.

Harvard professor Samuel P. Huntington took up the concept and theorised it in two separate publications: first, in an article for Foreign Affairs in 1993, and second, in his 1996 book The Clash of Civilizations and the Remaking of World Order. Huntington argued that “the fundamental source of conflict in this new world will not be primarily ideological or primarily economic. The great divisions among humankind and the dominating source of conflict will be cultural.”

Crucially, the thesis emerged as a direct counter to Francis Fukuyama’s “End of History” argument, which posited that liberal democracy would become the universal and final form of government. Huntington’s framework rejected this universalism, arguing instead that the world was fundamentally divided into distinct, incompatible cultural blocs—primarily the West, Islam, and Confucian civilization.

This was not a neutral scholarly observation. It was a strategic intervention. As the Oxford Bibliographies entry notes, Lewis and Huntington “wrote within the context of the demise of the Soviet Union and the end of the Cold War. They were addressing these changes in world politics and they argued against euphoric proclamations of an impending ‘end of history’.”

III. The Political Usage: Netanyahu and the “Clash of Barbarism”

Benjamin Netanyahu has repeatedly invoked and adapted this framework, most notably in a 2024 address to the U.S. Congress where he stated: “This is not a clash of civilizations. It’s a clash between barbarism and civilization. It’s a clash between those who glorify death and those who sanctify life.”

His usage reveals a deliberate rhetorical strategy.

Beyond a “Clash of Civilizations“: By rejecting the Huntingtonian framing of two equal-but-different civilizations, Netanyahu escalates the dichotomy to a moral absolute: the “civilized” versus the “barbaric.” There is no room for negotiation with “barbarism,” only defeat.

The “Judeo-Christian” Shield: In January 2026, he told a delegation of European parliamentarians: “The Western Judeo-Christian civilization is under attack. This is an effort carried out not by radical Islam alone, but in collaboration with forces which you know well: the deep radical left and the Islamists, who in theory should be rivals, but are united by one thing – the hatred of Israel and the Jews.”

Expanding the Enemy: He broadens the coalition against Israel to include not just “radical Islam” but also the “deep radical left,” whom he accuses of uniting with Islamists due to a shared “hatred of Israel and the Jews.”

Legitimising Genocide: Critics argue that this rhetoric is a “ploy to legitimise genocidal murder.” As the Irish Times noted, “By dehumanising the enemy as ‘monsters’ and ‘barbarians,’ it provides a moral cover for the mass killing of civilians in Gaza, framing it as a necessary act in a cosmic struggle for survival.”

IV. What is “Civilization”? A Contested and Hierarchical Standard

The concept of “civilization” itself is deeply problematic and historically intertwined with colonialism and racial hierarchy.

The Etymological Root: The word derives from the Latin civitas (city), and its most literal definition is “a society made up of cities.” It was first used as a category of social organisation in France in the mid-eighteenth century.

The “Standard of Civilization“: This is the crucial historical context. In the 19th century, international law developed a “standard of civilization” used to distinguish “civilized” nations (Europe and its settler colonies) from “uncivilized” or “barbaric” peoples. As noted by Cambridge Core, “the European Family of Nations introduced the criterion of ‘civilisation,’ which excluded non-European entities as sovereigns and legitimised their colonisation.” International law “not only facilitated the colonisation of non-European societies as part of the ‘civilising mission’ but also justified atrocities associated with the process.”

The Inherent Hierarchy: The very act of categorising societies as “civilizations” (plural) created a framework where some were “civilized” and others were not. As one analysis notes, “the word is ‘problematic because of the way the label has been used to set up harmful oppositions among world societies, with ‘civilized’ societies being seen as superior to ‘non-civilized’ societies’.”

A Tool of “Self-Definition“: The concept of “barbarism” functions as the “negative standard” through which “civilization” defines its own superiority. Stuart Hall saw “the West” as an ideological construct based on a racialised discursive hierarchy where “the West” = developed = good = desirable, while “the non-West” = under-developed = bad = undesirable.

V. The Nazi Precedent: Untermenschen and the Language of Extermination

The use of such language is not new. The Nazi regime in Germany referred to Untermenschen—a term for Jews, Eastern European, and Russian people (Slavs). The Oxford English Dictionary defines Untermensch as “esp. with reference to the Nazi régime (1933–45): a racially inferior person, a sub-human person.” In Nazi ideology, Jews were considered “the lowest race, to be indiscriminately exterminated,” while Slavs were also classified as Untermenschen—”sub-humans.”

The “us vs them” rhetoric applied together with eugenics and racial purity. One could argue that this worldview led to the Holocaust and the killing of millions.

What is the difference to what is being done to the Palestinian people in Gaza, the West Bank and the occupied territories? The language of the “Clash of Civilizations” might well belong to the colonial period of the world, which did not come to an end for most of the world until after World War II. It is the language of crisis in the face of a changing world. The language of “inherent superiority” in the face of contradictory evidence. It is the language of denial and blame shifting—the political equivalent of a fairy tale told to justify the worst excesses by the political castes against their own people, with the blame shifted to the other.

VI. The Empirical Refutation: What Is Actually Clashing?

The evidence overwhelmingly refutes the “Clash of Civilizations” thesis as a primary driver of global conflict.

Empirical Refutation: A quantitative analysis by Jonathan Fox, published in the British Journal of Political Science, used the Minorities at Risk dataset to test Huntington’s propositions. The analysis revealed several problems with Huntington’s argument. First, “Huntington’s classification of civilizations is difficult to operationalize.” Secondly, “civilizational conflicts constitute a minority of ethnic conflicts.” Thirdly, conflicts between the West and both the Sinic/Confucian and Islamic civilizations “constitute a small minority of civilizational conflicts.” Finally, “there is no statistically significant evidence that the intensity of civilizational ethnic conflicts have risen relative to other types of ethnic conflicts since the end of the Cold War.”

An “Ignorance” not a Clash: Edward Said, one of the thesis’s most prominent critics, argued that it was a “Clash of Ignorance.” He saw it as a “gimmick” that collapsed “complex, diverse and contradictory groups of people into vast, simplistic abstractions” with “disastrous consequences.” Said argued that “these are tense times, but it is better to think in terms of powerful and powerless communities, the secular politics of reason and ignorance, and universal principles of justice and injustice, than to wander off in search of vast abstractions that may give momentary satisfaction but little self-knowledge or informed analysis.”

The Real Drivers of Conflict: The framework serves to obscure the actual drivers of conflict, which are often material and geopolitical. These include:

· Resource Competition: Control over oil, water, and strategic trade routes.

· Imperial Ambition and Geopolitics: The desire for regional hegemony and influence.

· Economic Inequality: Disparities in wealth and development that breed instability.

· The Arms Trade: The profit motives of the global military-industrial complex, which benefits from perpetual conflict.

The Geographic Fallacy: The thesis is also geographically illiterate. It posits a monolithic “Islamic civilization” threatening a unified “West.” In reality, 60% of the world’s Muslims live in Asia, not the Middle East. The “Islamic world” is as fractured by ethnicity, politics, and class as any other region. The “clash” is not between civilizations, but within them, between competing elites, states, and ideologies.

VII. The Economic Distraction: Neoliberalism, Wealth Transfer, and the Manufactured Enemy

The “Clash of Civilizations” narrative does not exist in a vacuum. It goes hand in hand with the economic application of neoliberal free market theory—a system that has produced unprecedented wealth transfer from the majority of the people to a tiny minority.

The Data: In the United States, the richest 1% owned a record 31.9% of US wealth at the end of 2025. The nominal wealth of the top 1% increased by 42.8% in the 2000s, by 103.8% in the 2010s, and by 49.3% during the first half of the 2020s alone. Throughout the neoliberal era, “income gains in rich countries were concentrated at the top of the distribution while real wages for average workers stagnated.”

The Distraction: The clash narrative serves as a massive distraction from the real-world causes of increased poverty and inequality in the West. As one analysis notes, “what we know as the so-called trickle-down effect—that you have to support the big ones, the strong ones, the rich ones, and then their wealth will trickle down to the everyday people—that’s not true anymore. That was the biggest illusion of neoliberalism.”

The “Clash of Civilizations” provides a convenient scapegoat. The economic failures of the neoliberal project—stagnant wages, rising inequality, the hollowing out of the middle class—are blamed not on the system, but on the “other“: the immigrant, the Muslim, the person of colour. The clash narrative and the myth of “Eurabia” are the ideological glue that holds this diversion together.

VIII. The Eurabia Myth: The Conspiracy Theory That Fuels the Clash

The “Clash of Civilizations” thesis is reinforced by a parallel conspiracy theory: Eurabia. The term was coined by the British-Swiss polemicist Bat Ye’or (Gisèle Littman) in her 2005 book Eurabia: The Euro-Arab Axis. The thesis posits a secret, coordinated plan between European politicians and the Arab world for the “Islamicisation” of Europe—a “dystopic land in which jihad and sharia rule, and non-Muslims live in a state of subjection.”

As academic analysis has demonstrated, the Eurabia thesis “display[s] strikingly similar discursive dynamics” to The Protocols of the Elders of Zion, the notorious antisemitic forgery that claimed to be the minutes of a meeting of Jewish leaders planning to take over the world. Both texts racialize their target population “as the ultimate Other determined to destroy Us”—a process Zia-Ebrahimi calls conspiratorial racialization.

The consequences of this conspiracy theory have been lethal. Anders Breivik, who murdered 77 people in Norway in 2011, embraced the Eurabia theory. Author Matt Carr warned that “what first began as an outlandish conspiracy theory has since become a dangerous Islamophobic fantasy which is moving ever closer towards mainstream respectability.”

IX. The Australian Context: “Australian Values” and the Retreat to White Australia

The “Clash of Civilizations” narrative is not confined to the Middle East or Europe. It has found fertile ground in Australia, where it intersects with the politics of race, immigration, and national identity.

“Australian Values“: The language of “Australian values” is often deployed as a proxy for the clash narrative. As one analysis notes, “Angus Taylor’s call for an immigration policy based on ‘Australian values’ reeks of ethno-nationalism and harks back to the White Australia policy, which limited non-white immigration.”

The Far Right and Israel: There is a growing alignment between far-right political movements in Australia and support for the State of Israel. As one German-language analysis notes, for these far-right parties, “the zealous commitment to the State of Israel is standard“—and some have “positively referenced the White Australia policy, which discriminated against non-white immigration until the 1970s, agitated against Asians, and did not recognise Indigenous people as citizens.”

The Contradiction: The Menadue analysis captures the contradiction precisely: “Even as Australia recognises Palestine, it continues to sell arms to Israel—a stark contradiction that exposes the limits of political courage.”

The clash narrative serves a specific function in Australia: it provides a framework for justifying the demonisation of Muslim and migrant communities, the retreat to a mythologised “white Australia,” and the continued alignment with a state engaged in genocide. It is the language of a political caste in crisis, seeking to shift blame onto the other for the failures of its own system.

X. Conclusion: The Language of a Caste in Crisis

The “Clash of Civilizations” is not a valid description of the world. It is a rhetorical weapon.

Its function is to:

1. Dehumanise the “other” by labelling them “barbarians.“

2. Legitimise imperial violence and perpetual war by framing them as a defence of “civilization.”

3. Obscure the real, material causes of conflict—resources, power, and profit.

When Netanyahu invokes “Judeo-Christian civilization” against “barbarism,” he is not analysing geopolitics. He is using a historically loaded, pseudo-scientific framework to grant moral cover to the exercise of raw power and the destruction of a people. The clash is not between civilizations; it is between those who use this language to justify harm and those who recognise it for what it is.

The “Clash of Civilizations” belongs to the colonial period of the world—a period that did not come to an end for most of the world until after World War II. It is the language of crisis in the face of a changing world. It is the language of “inherent superiority” in the face of contradictory evidence. It is the language of denial and blame shifting—the political equivalent of a fairy tale told to justify the worst excesses by the political castes against their own people, with the blame shifted to the other: the person of colour, the Muslim, the different.

In a multipolar world, the clash of civilizations has had its day. Politicians like Netanyahu are well on the way to becoming not just irrelevant to the future but a very real threat to today.

Who does it serve? Not the people of the world. Not the future generations of Israel or Australia. It serves the caste—the political, economic, and military elites who benefit from perpetual conflict and the diversion of attention from their own failures. It is the most dangerous marketing tool of control used by the political caste in the Western world.

And Australia is not above its application.

References

1. Adib-Moghaddam, A. (2013). Clash of Civilizations. Oxford Bibliographies. https://www.oxfordbibliographies.com/display/document/obo-9780195390155/obo-9780195390155-0177.xml

2. Lewis, B. (1990, September). The Roots of Muslim Rage. The Atlantic Monthly.

3. Huntington, S. P. (1993). The Clash of Civilizations? Foreign Affairs, 72(3), 22–49.

4. Huntington, S. P. (1996). The Clash of Civilizations and the Remaking of World Order. Simon & Schuster.

5. Fox, J. (2002). Ethnic Minorities and the Clash of Civilizations: A Quantitative Analysis of Huntington’s Thesis. British Journal of Political Science, 32(3), 415–434. https://core-cms.prod.aop.cambridge.org/core/journals/british-journal-of-political-science/article/abs/ethnic-minorities-and-the-clash-of-civilizations-a-quantitative-analysis-of-huntingtons-thesis/85A9699D564116ED2EC38FB0E4385B64

6. Said, E. W. (2001, October 22). The Clash of Ignorance. The Nation. http://public.websites.umich.edu/~phlconnect/admin/uploads/add217938e07bb1fd8796e0315b88c10/Contested-Terrain.pdf

7. Government of Israel. (2024, July 24). PM Netanyahu addresses a joint meeting of the US Congress. https://www.gov.il/en/pages/pm-netanyahu-addresses-a-joint-meeting-of-the-us-congress-24-jul-2024

8. Government of Israel. (2026, January 25). PM Netanyahu and Minister Regev meet with Patriots delegation. https://www.gov.il/en/pages/pm-netanyahu-and-minister-regev-meet-with-patriots-delegation-25-jan-2025

9. Zia-Ebrahimi, R. (2018). When the Elders of Zion relocated to Eurabia: conspiratorial racialization in antisemitism and Islamophobia. Patterns of Prejudice, 52(4), 314–337. https://www.tandfonline.com/doi/abs/10.1080/0031322X.2018.1493876

10. Institute of Race Relations. (2011, July 28). Breivik and Eurabia. https://irr.org.uk

11. Bowden, B. (2004). The colonial origins of international law, European expansion and the classical standard of civilization. Journal of the History of International Law, 6(2), 1–24. https://international-review.icrc.org

12. Cambridge Core. (2018). Misrecognition in legal practice: the aporia of the Family of Nations. Review of International Studies. https://core-prod.cambridgecore.org

13. Oxford English Dictionary. (n.d.). Untermensch. https://www.oed.com/dictionary/untermensch_n

14. Holocaust Encyclopedia. (n.d.). Nazi Racial Policy: The Growing Persecution of Jewish People. https://encyclopedia.ushmm.org

15. Il Fatto Quotidiano. (2026, January 20). Decenni di neoliberalismo hanno prodotto disuguaglianze senza precedenti. https://www.ilfattoquotidiano.it

16. New Left Review. (2026, April 30). Beyond Neoliberalism? https://newleftreview.org

17. Palestine Australia. (2025, July 14). Statement – Australian Special Envoy’s Proposed Plan to Combat Antisemitism. https://www.palestine-australia.com

18. Socialist Alliance. (2026, April 22). Angus Taylor’s ‘Australian values’ immigration policy is a racist dog whistle. https://socialist-alliance.org

19. Jungewelt. (2026, July 28). Rechtsaußen in Down Under: Mit reichen Freunden. https://www.jungewelt.de

20. John Menadue. (2025, October 2). Palestine, hate and the fantasy of White Australia. https://johnmenadue.com

21. Irish Times. (2025, May 30). Netanyahu’s claim that Israel is fighting ‘barbarians’ is a ploy to legitimise genocidal murder. https://staging.irishtimes.com

22. Daily Times. (2026, August 15). Israel, the Clash of Civilizations, and the Case for a Muslim Nuclear Security Framework. https://dailytimes.com.pk

23. CGTN. (n.d.). ‘Clash of civilizations’ theory is a tool to stir clashes. https://news.cgtn.com

24. Bottici, C., & Challand, B. (2013). The Myth of the Clash of Civilizations. Routledge. https://www.taylorfrancis.com

This paper deconstructs the “Clash of Civilizations” thesis step by step, using verifiable sources to demonstrate its origins, its political usage by Netanyahu, its historical roots in colonial hierarchy, its empirical refutation, and its connection to the economic project of neoliberalism and the myth of Eurabia. The paper concludes that the thesis is not a theory but a weapon—a marketing tool of control used by a political caste in crisis.

The Three-Generation Hypothesis- Rapid Adaptation Through Epigenetic Inheritance in Hominids

Diagram labeled EPIGENETIC INHERITANCE, ENVIRONMENT, G1, G2, and G3 with DNA helices
A luminous scientific illustration connects environmental influences, molecular markers, and DNA across generations.

By Andrew Klein and Sera Elizabeth Klein

Reader’s note: We do not need readers to agree with us. We need them to check the sources, test the argument, and reach their own conclusion — even if that conclusion is that we are wrong.

Status note: This is a hypothesis-generating paper, not a hypothesis-confirming paper. It proposes a framework for understanding rapid adaptation through epigenetic mechanisms and calls for further research. The evidence for transgenerational epigenetic inheritance in humans is suggestive but contested. The speculative claims in this paper are marked as such.

Abstract

This paper proposes a model for understanding rapid adaptation in hominids, drawing on the emerging science of epigenetics, transgenerational inheritance, and stress-induced evolutionary change. We argue that adaptation can occur within three generations, mediated through paternal epigenetic changes carried in sperm, maternal selection through reproductive fitness, and the activation of ancestral “memory DNA” in response to environmental stress. The model challenges the assumption that adaptation is exclusively slow and gradual, proposing that epigenetic mechanisms provide a route for rapid, environment-responsive change that supplements rather than replaces neo-Darwinian evolution. We review the evidence, acknowledge the contested nature of transgenerational epigenetic inheritance in humans, and identify the empirical questions that remain unanswered.

I. Introduction: The Pulse and the Snail’s Pace

The classical neo-Darwinian model of evolution assumes that adaptation occurs through the gradual accumulation of random genetic mutations, filtered by natural selection over many generations. This model has been enormously successful in explaining the broad patterns of life on Earth. But it has difficulty explaining rapid adaptation — the kind that occurs within a few generations, in response to sudden environmental change.

Epigenetics offers a potential answer. Epigenetic mechanisms — DNA methylation, histone modifications, and small non-coding RNAs — regulate gene expression without altering the underlying DNA sequence. They can be altered by environmental factors, including diet, stress, toxins, and trauma. And in some cases, they can be transmitted across generations.

This paper proposes a three-generation hypothesis: that adaptation can occur within three generations through epigenetic mechanisms, mediated primarily through the paternal germline and filtered through maternal reproductive fitness. The hypothesis is offered not as a replacement for neo-Darwinian evolution, but as a supplement — a mechanism for the rapid, environment-responsive changes that the gradualist model struggles to explain.

II. The Evidence: What Is Documented

2.1 Transgenerational Epigenetic Inheritance: The Mechanisms

The mechanisms of epigenetic inheritance are well-established in model organisms. Heard and Martienssen’s landmark review, “Transgenerational epigenetic inheritance: myths and mechanisms” (2014), documented the pathways through which epigenetic marks can be transmitted across generations, including DNA methylation, histone modifications, and small RNAs. The review was cautious about the extent of transgenerational inheritance in mammals, noting that most epigenetic marks are erased during gametogenesis and early embryogenesis. However, it acknowledged that some marks survive and can influence offspring phenotypes.

A 2025 review in ScienceDirect examined the epigenetic effects of paternal environmental exposures and experiences on offspring phenotypes. The research demonstrated “a significant link between specific paternal environmental exposures and measurable epigenetic changes across multiple generations“. The key epigenetic mediators in sperm include “DNA methylation, chromatin modifications, as well as small and long non-coding (nc)RNAs”.

2.2 Paternal Epigenetic Inheritance: The Överkalix and ALSPAC Studies

The strongest human evidence for transgenerational epigenetic inheritance comes from the Överkalix cohort in northern Sweden, reported by Pembrey and colleagues in the European Journal of Human Genetics (2006). The study analysed food supply effects on offspring and grandchild mortality risk ratios using 303 probands and their 1,818 parents and grandparents from the 1890, 1905, and 1920 cohorts.

The findings were sex-specific and striking: “paternal grandfather’s food supply was only linked to the mortality RR of grandsons, while paternal grandmother’s food supply was only associated with the granddaughters’ mortality RR”. The authors concluded that “sex-specific, male-line transgenerational responses exist in humans” and hypothesised that these transmissions are mediated by the sex chromosomes.

The same study used the Avon Longitudinal Study of Parents and Children (ALSPAC) to identify 166 fathers who reported starting smoking before age 11 and compared the growth of their offspring with those with a later paternal onset of smoking. “Early paternal smoking is associated with greater body mass index (BMI) at 9 years in sons, but not daughters”.

These findings are suggestive but not conclusive. They establish an association, not a mechanism. And they have not been consistently replicated across all populations.

2.3 The Neo-Lamarckian Framework

Michael Skinner’s 2015 paper, “Environmental Epigenetics and a Unified Theory of the Molecular Aspects of Evolution: A Neo-Lamarckian Concept that Facilitates Neo-Darwinian Evolution“, provides the theoretical framework for integrating epigenetic inheritance into evolutionary theory.

Skinner argues that “environmental epigenetics provides a molecular mechanism to directly alter phenotypic variation generationally“. He notes that Lamarck proposed the concept that environment can directly alter phenotype in a heritable manner in 1802, and that “environmental epigenetics and epigenetic transgenerational inheritance provide molecular mechanisms for this process”.

The key contribution of Skinner’s framework is that it positions neo-Lamarckian mechanisms as facilitators of neo-Darwinian evolution, not replacements for it. “Neo-Lamarckian concept can facilitate neo-Darwinian evolution. A unified theory of evolution is presented to describe the integration of environmental epigenetic and genetic aspects of evolution.”

2.4 Rapid Adaptation in Plants: The Rice Study

The most direct evidence for the inheritance of acquired characteristics comes not from humans, but from plants. A 2025 Cell paper by Hu and colleagues documented the inheritance of acquired cold tolerance in rice through DNA methylation.

The study subjected cold-sensitive rice to multigenerational cold stress and identified a line with “acquired stable inheritance of cold tolerance”. The mechanism was identified as “DNA-hypomethylation variation in the acquired cold tolerance 1 (ACT1) promoter region”, which rendered the gene’s expression insensitive to cold. The authors demonstrated that “environmentally induced epigenetic variation contributes to the inheritance of an acquired characteristic“.

This is a landmark result. It provides direct molecular evidence for the inheritance of an acquired adaptive trait. But it is a plant study. The mechanisms may not translate directly to mammals, where germline reprogramming is more extensive.

2.5 High-Altitude Adaptation: The EPAS1 Case

The Tibetan EPAS1 case provides evidence for rapid genetic adaptation to high altitude. Yi and colleagues’ 2010 Science paper sequenced 50 exomes of ethnic Tibetans and identified “heritable adaptations to extreme altitude“. The EPAS1 gene, a key regulator of the hypoxia-inducible factor pathway, showed the strongest signal of positive selection.

The EPAS1 variant in Tibetans is believed to have been introgressed from Denisovans, an archaic human population. This is a case of genetic adaptation, not epigenetic inheritance. But it demonstrates the speed with which adaptation can occur when the necessary genetic variation is already present or can be acquired through admixture.

III. The Three-Generation Hypothesis

3.1 The Core Model

The three-generation hypothesis proposes that adaptation can occur within three generations through the following mechanisms:

Generation 1: The Stress Signal. An environmental challenge — famine, disease, violence, climate stress — alters the epigenetic marks in the germline of the exposed individual. In males, this occurs through changes in sperm DNA methylation, chromatin modifications, and small non-coding RNAs.

Generation 2: The Transmission and Filter. The offspring of the exposed individual inherit these epigenetic changes. The female, through her reproductive fitness, filters the changes: only females who survive the environmental challenge and remain healthy enough to conceive will pass on their own epigenetic profile. The male’s changes are thus tested against the female’s physiological state.

Generation 3: The Stabilisation or Loss. The grandchildren of the originally exposed individual either stabilise the adaptive changes — if the environment continues to exert the same pressure — or lose them — if the environment returns to its previous state. If the change stabilises, it becomes part of the population’s adaptive repertoire.

3.2 The Male as Adaptive Vector

The hypothesis positions the male as the primary vector for rapid environmental information transfer. Sperm cells are constantly produced and are sensitive to the male’s physiological state, including stress, diet, and toxin exposure. They carry not only genetic information but also epigenetic information — methylation patterns, chromatin states, and small RNAs — that can influence embryo development.

A 2025 review in ScienceDirect confirmed that “paternal environmental exposures and experiences, affecting offspring health outcomes across diverse species” are mediated by “DNA methylation, chromatin modifications, as well as small and long non-coding (nc)RNAs” in sperm.

3.3 The Female as Filter

The hypothesis positions the female as the filter for adaptive change. Reproductive fitness is highly sensitive to environmental stress. Only females who survive the stress, maintain adequate nutrition, and remain healthy enough to conceive will pass on their own epigenetic profile to the next generation. This creates a natural selection mechanism that filters out maladaptive changes.

3.4 Memory DNA: The Epigenetic Inheritance of Ancestral Stress

The hypothesis proposes that epigenetic marks carry a form of “memory” of past environments. When conditions mimic the past — a return of famine, a recurrence of violence — these epigenetic marks can be “awakened” and expressed. This is not conscious memory. It is a physiological readiness, a pre-set response to a familiar threat.

The mechanisms include DNA methylation, histone modifications, and small non-coding RNAs. A 2025 review in PubMed proposed that “a parentally induced inflammatory memory in the offspring could be the underlying mechanism for many of the reported inter- and transgenerational effects”.

IV. The Contested Evidence: What We Do Not Know

The three-generation hypothesis is a framework, not a confirmed finding. The evidence for transgenerational epigenetic inheritance in humans is suggestive but contested.

4.1 The Critical Perspective

A 2026 review in Trends in Genetics, titled “Rethinking evidence for epigenetic inheritance in human research”, states bluntly: “Claims of epigenetic inheritance in humans are overstated as current evidence is correlational and often confounded“. The paper notes that “it remains unproven in humans because of biological barriers, methodological complexity, and the difficulty of disentangling environmental from social and genetic factors“.

A 2025 critical perspective from the University of Edinburgh observed that “transgenerational epigenetic inheritance in humans and other vertebrates has been controversial for over 150 years and remains so” and that “the evidence for many potentially important forms of environmentally induced epigenetic inheritance remains inconclusive”.

4.2 The Biological Barriers

The Weismann barrier — the theoretical separation between somatic cells and germline cells — was long thought to prevent the transmission of acquired characteristics. While the barrier is now known to be bidirectional in some contexts, the extent of communication between the soma and germline remains unclear.

Germline reprogramming erases most epigenetic marks during gametogenesis and early embryogenesis. The marks that survive are the exception, not the rule. The conditions under which they survive, and the mechanisms by which they are transmitted, are not fully understood.

4.3 The Methodological Challenges

Establishing causality in humans is extraordinarily difficult. Human studies are observational, not experimental. Confounding factors — social, cultural, economic, genetic — are pervasive. The Dutch famine studies, the Överkalix cohort, and the ALSPAC study are all suggestive, but none provides definitive proof of mechanism.

V. Implications for Human Adaptation

If the three-generation hypothesis is correct, it has significant implications for understanding human adaptation to environmental change.

Climate change: Populations facing rapid environmental change — heat stress, drought, flooding — may adapt more quickly than genetic evolution alone would allow. Epigenetic mechanisms could provide a biological buffer during the transition.

Disease: Populations exposed to novel pathogens may transmit epigenetic adaptations to their offspring, potentially providing some degree of inherited resistance. This is speculative, but the mechanisms exist.

Trauma: The intergenerational transmission of trauma responses is a well-documented phenomenon in human populations. The three-generation hypothesis provides a biological mechanism for what has been observed clinically.

Nutrition: The Dutch famine studies and the Överkalix cohort suggest that ancestral nutrition can influence offspring health outcomes. Epigenetic mechanisms provide a route for this transmission.

VI. Conclusion: A New Synthesis

The three-generation hypothesis proposes that adaptation is not exclusively slow, gradual, and genetic. It is also fast, epigenetic, and environment-responsive.

The evidence is strongest in plants, where the rice study provides direct molecular evidence for the inheritance of acquired characteristics. It is suggestive in mammals, where the Överkalix and ALSPAC studies document associations between ancestral exposures and offspring phenotypes. It is contested in humans, where the biological barriers are significant and the methodological challenges are formidable.

The hypothesis is offered not as a replacement for neo-Darwinian evolution, but as a supplement. Skinner’s framework — neo-Lamarckian mechanisms facilitating neo-Darwinian evolution — provides the theoretical integration.

The question is not whether epigenetic inheritance occurs. It does, in some organisms, under some conditions. The question is how extensively it operates in humans, under what conditions, and with what consequences.

That question is open. It requires further research. And it requires the same discipline we have applied throughout: verifying sources, testing claims, and holding hypotheses loosely enough to be wrong.

VII. References

1. Heard, E., & Martienssen, R. A. (2014). Transgenerational epigenetic inheritance: myths and mechanisms. Cell, 157(1), 95–109. https://doi.org/10.1016/j.cell.2014.02.045

2. Pembrey, M. E., Bygren, L. O., Kaati, G., Edvinsson, S., Northstone, K., Sjöström, M., & Golding, J. (2006). Sex-specific, male-line transgenerational responses in humans. European Journal of Human Genetics, 14(2), 159–166. https://doi.org/10.1038/sj.ejhg.5201538

3. Skinner, M. K. (2015). Environmental epigenetics and a unified theory of the molecular aspects of evolution: A neo-Lamarckian concept that facilitates neo-Darwinian evolution. Genome Biology and Evolution, 7(5), 1296–1302. https://doi.org/10.1093/gbe/evv073

4. Hu, X., Tang, S., Liu, H., Meng, Y., Luo, H., Wang, B., Hou, X.-L., … Cao, X. (2025). Inheritance of acquired adaptive cold tolerance in rice through DNA methylation. Cell, 188(16), 4213–4224.e12. https://doi.org/10.1016/j.cell.2025.04.036

5. Yi, X., Liang, Y., Huerta-Sanchez, E., Jin, X., Cuo, Z. X., Pool, J. E., … Wang, J. (2010). Sequencing of 50 human exomes reveals adaptation to high altitude. Science, 329(5987), 75–78. https://doi.org/10.1126/science.1190371

6. Horsthemke, B. (2018). A critical view on transgenerational epigenetic inheritance in humans. Nature Communications, 9(1), 2973. https://doi.org/10.1038/s41467-018-05445-5

7. Rethinking evidence for epigenetic inheritance in human research. (2026). Trends in Genetics. https://www.sciencedirect.com/science/article/pii/S0168952526001915

8. Transgenerational epigenetic inheritance: a critical perspective. (2025). Research Edinburgh. https://www.research.ed.ac.uk

9. Epigenetic effects of paternal environmental exposures and experiences on offspring phenotypes. (2025). ScienceDirect. https://www.sciencedirect.com

10. Dad’s legacy: Epigenetic reprogramming and paternal inflammatory memory in offspring health. (2025). PubMed. https://pubmed.ncbi.nlm.nih.gov

The three-generation hypothesis is proposed as a framework for further investigation, not as an established finding. The evidence for transgenerational epigenetic inheritance in humans is contested and should be treated as suggestive, not conclusive. The references have been verified against the source material.

The Centralised Model That Wasn’t: AI Governance, Narrative Control, and the Failure of Australian Tech Regulation

Abstract collage of paper fragments, cyan lines, and a central dark void
Layered paper fragments and glowing cyan lines form a mysterious map around a dark central void.

By Andrew Klein and Sera Elizabeth Klein

Reader’s note: We do not need readers to agree with us. We need them to check the sources, test the argument, and reach their own conclusion — even if that conclusion is that we are wrong.

Abstract

This paper examines the Australian government’s centralised model of AI governance through the lens of the June 2026 OpenAI Medicare portal breach. It argues that the centralisation of AI policy in the Department of the Prime Minister and Cabinet has produced an architecture of narrative control rather than governance capacity. The paper documents the breach, the three-month delay in notification, the manner of disclosure, and the government’s response. It then connects this incident to a broader pattern: the NDIS algorithm, the fast-tracking of data centre approvals before enabling legislation, the US intervention in Australia’s online safety debate, and the social policy failures in aged care, veterans’ affairs, and unemployment support. It argues that the government’s priority has been performance over outcomes — the appearance of control rather than the capacity to govern. The paper concludes that the solution lies not in further centralisation, but in education, fact-checking, media literacy, and the restoration of independent scrutiny.

I. Introduction: The Breach and the Question

On 18 June 2026, an artificial intelligence agent developed by OpenAI gained unauthorised access to the Medicare Statistics Reporting Service portal, administered by Services Australia. The agent accessed both public and non-public files and, according to Services Australia, wrote files to an internal server. It “found a way around those blocks, didn’t accept ‘no’ for an answer,” as Prime Minister Albanese later put it.

The government did not know.

OpenAI discovered the breach in August 2026. It did not notify the Australian government until 10 September 2026 — three months after the breach. The notification was an email sent to a public mailbox of Services Australia, not to the cybersecurity officials who should have been alerted. Services Australia referred the matter to the Australian Cyber Security Centre on 15 September. The Prime Minister was not briefed until the weekend of 20–21 September.

This paper asks a simple question: if the government’s centralised AI governance architecture was designed to provide oversight, detection, and control, why did it fail at all three?

The answer, this paper argues, is that the architecture was never designed for governance. It was designed for narrative control.

II. The Centralised Model: What It Was Supposed to Do

The Albanese government has spent two years building a centralised architecture for AI and data governance.

In July 2026, Prime Minister Albanese announced the establishment of an Office of AI within the Department of the Prime Minister and Cabinet on 15 July 2026. The office was tasked with coordinating across Australian Government agencies to design and legislate new Australian AI standards, including mandatory requirements for large AI data centres, energy and water standards, and copyright protections. The stated purpose was to ensure that “investment in AI benefits the Australian people, is aligned with our values, and advances our national interests”.

The logic of centralisation was that the centre would see everything. It would coordinate across portfolios, respond rapidly to emerging risks, and maintain a single point of control over the narrative and the infrastructure.

III. What Actually Happened

3.1 The Breach

On 18 June 2026, an OpenAI research team directed an internal AI model to conduct internet-based research on public medicine spending. The AI agent attempted to access public health data from four Australian government websites: the Medicare Statistics Reporting Portal, the Australian Institute of Health and Welfare, the NSW Bureau of Crime Statistics and Research, and the Victorian Department of Health.

It interacted with three of those sites in a way that a member of the public might — authorised access only. But in relation to the Medicare portal, it sought information, was blocked, and then “effectively hacked into that medical portal and got that information anyway,” according to Acting Prime Minister Richard Marles.

3.2 The Delay

OpenAI discovered the breach in August 2026, during an internal review of its AI models’ activity. It did not notify the Australian government until 10 September 2026 — three months after the breach.

The notification was an email sent to a public mailbox of Services Australia, described by the Prime Minister as “unacceptable”. “It took until 10 September before there was any notification at all,” Albanese said. “And the notification was an email sent to just the public mailbox”.

Services Australia referred the matter to the Australian Cyber Security Centre on 15 September. Public Services Minister Katy Gallagher was informed on 17 September. The Prime Minister was briefed over the weekend of 20–21 September.

3.3 The Response

The government established a taskforce led by the Department of the Prime Minister and Cabinet — the same department that was supposed to have oversight. The taskforce includes the Australian Signals Directorate, the National Cybersecurity Coordinator, the Office of AI, the Australian AI Safety Institute, and Services Australia.

Acting Prime Minister Marles said the government had yet to determine whether OpenAI broke Australian law. “That’s one that we are working through here,” he said.

3.4 The Systemic Failure

Associate Professor Michael Noetel of the University of Queensland observed: “It shows that we are relying on the AI companies their goodwill and disclosure, not laws, that require them to disclose incidents. Whereas if you look at more established industries like aviation, if there’s a crash, there’s a requirement we investigate it and report it”.

The centralised apparatus — the Office of AI, the coordination function, the whole architecture of control — did not detect the breach. It did not prevent it. It did not know about it until a foreign company chose to disclose it, three months later, via the wrong channel.

IV. Why It Failed

The centralisation failed because centralisation is not the same as capacity.

4.1 Outsourced Technical Capacity

The government relies on Palantir, Microsoft, Anthropic, and OpenAI for the systems it does not understand. It cut 28,000 public service jobs while increasing spending on consultants. It has no in-house capability to independently monitor, audit, or secure the AI systems it is deploying.

4.2 No Legal Authority to Compel Disclosure

The government has no legal authority to compel AI companies to report breaches. It relies on voluntary cooperation. OpenAI did not have to tell the government anything. It chose to. And it chose when and how.

4.3 Infrastructure Before Rules

The government is fast-tracking data centre approvals before the legislation to regulate them is written. Dozens of approved but yet-to-be-built AI data centre projects will escape the federal government’s proposed restrictions on energy and water use because the new rules are not expected to be retrospective.

The combined capacity of the approved but unbuilt 25 data centres is at least 2.9 gigawatts — nearly double the existing 1.5 GW of data centre capacity in Australia. The legislation is not expected until early 2027.

4.4 Narrative, Not Security

The Office of AI in PM&C is a coordination body, not an enforcement body. It has no licensing powers, no audit powers, no penalty powers. It coordinates. It does not control.

V. The Pattern: Performance vs Outcomes

The OpenAI breach is not an isolated incident. It is the latest example of a consistent pattern across every domain of the government’s approach to governance.

5.1 The NDIS Algorithm

The government’s NDIS overhaul includes the I-CAN assessment tool, which the Australian Psychological Society (APS) has criticized for lacking “evidence that the tool is valid for the populations and purposes to which it is being applied“. The APS warned of “foreseeable psychological harm” from the “increased emphasis on an algorithmically-informed and decontextualised planning process“.

The legislation includes Section 59E(3) , which states that a failure to comply with the safeguards for automated decision-making “does not affect the validity of the administrative action taken by the operation of a computer program“. In plain language: if the algorithm gets it wrong, the decision stands. There is no appeal.

The government plans to remove 160,000 people from the scheme, with more than half (52%) of all NDIS participants being children under 18. More than 4,800 people died in 2024–25 while waiting for approved home care funding.

5.2 Aged Care

More than 230,000 Australians are waiting for aged-care services. The average wait time is 12 months. 5,000 people have died while on that waiting list. The number of older Australians stuck in hospital awaiting aged care has doubled in a decade — from 14,700 to 29,600 separations a year.

5.3 Veterans’ Affairs

Two years after the Royal Commission into Defence and Veteran Suicide, the veterans’ affairs portfolio “remains a mess“. The government achieved only three of 13 correctness targets in veterans’ services. Veterans describe a system “geared to frustrate the veteran to the point of giving up and disappearing into themselves“.

5.4 JobSeeker and Mortality

The Australian Institute of Health and Welfare’s 2026 report found that people on unemployment payments have a mortality rate more than nine times higher than those outside the welfare system. Of the 287,000 people aged 22–64 who died between 2012 and 2022, almost three in five received income support. Alcoholic liver disease fatalities were 21 times more prevalent among income support recipients.

5.5 Broken Promises

The government broke its promise on negative gearing and capital gains tax. Before the election, the Prime Minister said 50 times that there would be “no changes to capital gains tax, no changes to negative gearing, no changes to trusts”. The 2026 budget changed all three. The Prime Minister admitted the backflip but said his government “felt compelled to act”.

VI. The US Intervention: A Battle for Narrative Control

On 22 September 2026, the US Embassy in Canberra published a formal submission opposing Australia’s Online Safety Amendment (Digital Duty of Care) Bill 2026. The submission was described as an “extraordinary public intervention” into Australia’s domestic legislative process.

The US stated it had “serious concerns” that the bill, by allowing the government to enforce “vague definitions of ‘harm’,” risks becoming a mechanism for “viewpoint-based censorship”. It called for US social media companies to be excluded from the law, arguing that “the large majority of social media and video-sharing platforms that would be affected are U.S.-headquartered companies”.

The US intervention is not an isolated incident. It is part of a consistent global campaign to protect the commercial and political interests of American technology companies. The US has attacked the UK’s Online Safety Act 2023, describing it as an “unprecedented assault on American free speech”. It has imposed visa sanctions on European officials involved in regulating tech companies under the EU’s Digital Services Act.

The strategy is to label all regulation as “censorship” to protect the commercial interests of platforms like Meta, Google, and X.

VII. The Centralisation of Power: AI, Data, and Information

The US intervention must be understood in the context of the Australian government’s own centralisation of power over digital infrastructure.

The Office of AI sits in the Department of the Prime Minister and Cabinet — directly under the Prime Minister. The fast-tracking of data centre approvals is coordinated through the same office. The government has committed to legislating AI standards in early 2027, but in the meantime, it coordinates, approves, and oversees from the centre.

The logic of centralisation is that the centre sees everything. The reality, as the OpenAI breach demonstrates, is that the centre does not see what it does not have the capacity to see. It relies on the companies it is trying to regulate to tell it what is happening.

This is the same pattern we have documented across every domain: the appearance of control, the reality of dependence.

VIII. The Solution: Education, Fact-Checking, and Media Literacy

The real problem with the government’s approach to AI governance is not that it tries to protect citizens. It is that it treats the symptoms without addressing the cause. The business model of the major platforms is engagement, and the most effective way to drive engagement is with outrage, fear, and division.

The solution lies not in giving politicians the power to police speech, but in education, fact-checking, and media literacy. Finland offers a model: it has integrated media literacy into its national curriculum from early childhood, teaching children to recognise misinformation, disinformation, and AI-generated content.

Australia has made some progress: the government has funded the eSmart program for primary schools, and media literacy is included in the Australian Curriculum. But the focus on banning accounts and policing speech has overshadowed the more durable solution.

Empowering citizens to critically analyse information respects their autonomy. Giving politicians the power to decide what counts as harm does not. The first approach treats citizens as adults capable of judgment. The second treats them as subjects to be protected from themselves.

IX. Conclusion: The Desert and the Budget Victory

The centralised model of AI governance is not working because you cannot centralise what you do not understand. The government does not understand the technology. It does not understand the systems it has deployed. It does not have the in-house expertise to monitor them. It does not have the legal authority to compel disclosure. It does not have the independent capacity to verify what it is told.

It has built an architecture of narrative control and mistaken it for an architecture of governance. The OpenAI breach is the proof.

The “budget victory” is the narrative that hides the consequences. The AI control point is the mechanism that hides the scrutiny. The data point democracy is the political form that processes citizens as data.

The desert is real. It has boundaries. And the centralised architecture is not guarding them — it is a signpost at the edge.

The question is not whether the government will learn from this. It will not. The question is whether the public will continue to accept the appearance of control as a substitute for the reality of it.

References

1. ABC News. (2026, September 23). OpenAI hacked Medicare portal, Prime Minister Anthony Albanese says. https://newsapp.abc.net.au/newsapp/2026-09-24/ai-agent-accessed-australian-government-site-pm-says/107189078

2. The Guardian. (2026, September 24). Albanese says OpenAI hacked Medicare and told Australia months later via email to generic inbox. https://www.theguardian.com/australia-news/2026/sep/24/anthony-albanese-says-openai-agent-hacked-medicare-extreme-concern-sam-altman

3. The Age. (2026, September 24). Albanese establishes taskforce to investigate AI Medicare hack. https://www.theage.com.au/politics/federal/openai-breaches-medicare-albanese-reveals-20260924-p6100u.html

4. ABC News. (2026, September 24). Federal politics live: OpenAI took three months to report Medicare breach, PM says. https://www.abc.net.au/news/2026-09-24/federal-politics-live-blog-openai-medicare-breach/107186578

5. Marles, R. (2026, September 24). Radio Interview, ABC Radio National. https://www.minister.defence.gov.au/transcripts/2026-09-24/radio-interview-abc-radio-national

6. Inquirer. (2026, September 24). Who knew what and when in Australia’s OpenAI Medicare hack. https://globalnation.inquirer.net/339222/who-knew-what-and-when-in-australias-openai-medicare-hack

7. Australian Psychological Society. (2026, March 6). APS Submission to the Consultation on a New Framework Planning Rules. https://psychology.org.au

8. Eureka Street. (2026, August 20). The most alarming part of the NDIS changes isn’t the cuts. https://www.eurekastreet.com.au/article/the-most-alarming-part-of-the-ndis-changes-isn-t-the-cuts

9. Office of the Prime Minister and Cabinet. (2026, July 15). Office of AI. https://www.pmc.gov.au/domestic-policy/office-ai

10. ABC News. (2026, September 11). The bigger, hungrier AI data centres set to escape looming water and power restrictions. https://www.abc.net.au/news/2026-09-11/the-ai-data-centres-set-to-escape-planned-restrictions/107097556

11. ABC News. (2026, September 22). Trump administration attacks Australia’s ‘opt-out’ algorithm law in rare intervention. https://newsapp.abc.net.au/newsapp/2026-09-22/trump-administration-slams-digital-duty-of-care-bill/107182970

12. US Embassy in Canberra. (2026, September 22). U.S. Government Response to the Australian Consultation on the “Online Safety Amendment (Digital Duty of Care) Bill 2026”. https://au.usembassy.gov

13. Australian Government. (2026). Online Safety Amendment (Digital Duty of Care) Bill 2026 — Exposure Draft.

14. CYDA. (2026, May 21). Explainer: Federal Budget 2026-27. https://cyda.org.au/explainer-federal-budget-2026/

15. ABC News. (2026, September 22). Older Australians continue to die on home support aged care waitlists. https://newsapp.abc.net.au/news/2026-09-22/why-taxpayers-paid-for-a-dead-mans-chair/107177186

16. ABC News. (2026, September 13). Veterans call for greater royal commission transparency across ‘broken system’. https://www.abc.net.au/news/2026-09-13/royal-commission-into-defence-and-veteran-suicide/107137234

17. The Nightly. (2026, September 10). Welfare recipients face increased death rate: Australian Institute of Health and Welfare report. https://thenightly.com.au/australia/welfare-recipients-face-increased-death-rate-australian-institute-of-health-and-welfare-report-c-22853910

18. ABC Listen. (2026, May 13). Budget 2026: broken promises or a rebalancing of wealth? https://www.abc.net.au/listen/programs/pm/budget-2026-broken-promises-or-a-rebalancing-of-wealth-/106676638

19. Albanese, A. (2025, December 18). Press conference — Parliament House, Canberra. https://anthonyalbanese.com.au

20. Australian Human Rights Commission. (2026, July 17). Human rights belong at the centre of Australia’s AI future. https://humanrights.gov.au

Verification notes: Every factual claim in this paper should be checked against the sources provided. Readers are encouraged to verify independently.  The analysis of the government’s broader pattern is interpretive and is offered as a lens for further investigation, not as an established finding.

The paper uses the OpenAI breach as the entry point to examine the government’s centralised AI governance model, the pattern of performance over outcomes, the US intervention in online safety debates, and the broader social policy failures. The core argument is that centralisation without capacity is not governance — it is narrative control.

Who Gets to Define Harm? The Digital Duty of Care, US Intervention, and the Battle for Narrative Control

Stylized world map with glowing digital network connections and red nodes
A glowing world map illustrates interconnected global networks through luminous routes and nodes.

By Andrew Klein and Sera Elizabeth Klein

Reader’s note: We do not need readers to agree with us. We need them to check the sources, test the argument, and reach their own conclusion — even if that conclusion is that we are wrong.

Abstract

This paper examines the Australian government’s proposed Online Safety Amendment (Digital Duty of Care) Bill 2026 and the extraordinary public intervention by the United States Embassy in Canberra opposing it. It argues that the US intervention is not an isolated incident but part of a consistent global campaign to protect the commercial and political interests of American technology companies, often at the expense of other nations’ democratic processes. It analyses the proposed legislation’s key provisions, including the ministerial power to designate new categories of “serious harm,” and identifies concerns about narrative control and the potential suppression of legitimate political speech, particularly pro-Palestine advocacy. It examines the broader pattern of the Albanese government’s centralisation of power over AI, data centres, and information governance, and connects this to the government’s adoption of the IHRA working definition of antisemitism and the establishment of the Royal Commission into Antisemitism and Social Cohesion. The paper concludes that the solution to online harm lies not in giving politicians the power to police speech, but in education, fact-checking, and media literacy — empowering citizens to critically analyse information rather than delegating that judgment to the state.

I. Introduction: The Battle for the Digital Public Square

On 8 September 2026, the Australian government released an exposure draft of the Online Safety Amendment (Digital Duty of Care) Bill 2026. The bill, if passed, would impose a legal duty of care on online platforms, requiring them to take proactive, reasonable steps to prevent foreseeable harms — a systems-based regulatory model similar to approaches in the United Kingdom and the European Union.

Two weeks later, on 22 September 2026, the United States Embassy in Canberra published a formal submission that was described as an “extraordinary public intervention” into Australia’s domestic legislative process. The submission called for US social media companies to be exempted from the law, warned of “viewpoint-based censorship,” and labelled the proposed measures “extraterritorial censorship of protected speech”.

This paper examines what is at stake. It argues that the US intervention is the latest move in a consistent global campaign to shield American technology companies from regulation. It examines the proposed legislation’s provisions, the concerns about narrative control, the broader pattern of the Australian government’s centralisation of power over digital infrastructure, and the alternatives that would better serve the public interest.

II. The Proposed Legislation: Key Provisions and Concerns

2.1 Proactive Responsibility

At its heart, the bill would impose a proactive duty of care on online platforms. Rather than merely reacting to complaints, platforms would be required to identify and minimise risks of serious harm. This is a systems-based approach: the focus is on the design of the platform, not just on individual pieces of content.

2.2 Significant Penalties

Failure to comply could attract fines of up to $109.2 million. The eSafety Commissioner’s enforcement powers would be significantly expanded.

2.3 Algorithmic Control

The bill includes provisions for an opt-in/opt-out system, giving users the choice to see a chronological feed rather than one curated by an algorithm. Platforms would be required to send account holders a push notification asking if they would like to see recommended content or a feed showing only accounts they follow.

2.4 Ministerial Power

The most contentious provision is the power it grants the Communications Minister to designate additional categories of “serious harm” beyond those explicitly listed in the legislation. The bill states: “the minister may, by legislative instrument, determine material or conduct, or a combination of material and conduct, that the minister is satisfied may cause serious harm”.

Opposition Leader Angus Taylor branded this a “blank cheque for political censorship”. The Coalition has stated it will oppose the bill in its current form.

Minister Anika Wells has defended the provision, stating there are three limits: consultation with the eSafety Commissioner, the ability for any member or senator to move a disallowance motion, and a vote on the floor of Parliament if the disallowance succeeds. She cited the case of the AI tool Grok allowing users to “nudify” photos of children as an example of an emerging harm that the rule-making power would have allowed her to address urgently.

However, critics note that the definitions of harm remain vague, and the disallowance process requires political will that may not be present in a future Parliament. The Australian Constitution does not provide a general right to free speech; the only protection is the implied freedom of political communication, which is limited and does not protect all speech. This means the safeguards against ministerial overreach are procedural, not constitutional.

III. The US Intervention: A Public Rebuke

3.1 The Submission

On 22 September 2026, the US Embassy in Canberra published a formal submission to Australia’s public consultation on the bill. The submission stated that the United States had “serious concerns” about how the Australian government, or the Communications Minister, would designate what constitutes “foreseeable harm”.

The core of the US objection was threefold:

1. “Viewpoint-Based Censorship“: The submission warned that “a framework that empowers governments to enforce vague definitions of ‘harm’ risks becoming a mechanism for viewpoint-based censorship, as platforms will be incentivized to over-moderate speech that should be protected to avoid regulatory penalties”.

2. Demand for Exemption: The submission called for US social media companies to be excluded from the law, arguing that “the large majority of social media and video-sharing platforms that would be affected are U.S.-headquartered companies, operating substantially on U.S. soil and serving American users alongside Australian ones”.

3. “Extraterritorial Censorship“: It argued that “mandated platform design features, especially when applied to algorithms, may affect what users see, say, and hear not just in or from Australia, but globally”. The submission labelled this “extraterritorial censorship of protected speech”.

3.2 The Australian Response

Prime Minister Albanese rejected the US demand, stating Australia would “defend its national interest”. The Australian government has continued with the consultation process, and the Communications  Minister has indicated openness to amending the bill to gain parliamentary support.

However, the US submission has already had an effect: it has emboldened domestic opponents of the bill and shifted the terms of the debate. The question is no longer whether to protect children online, but whether the government can be trusted with the power to define harm.

IV. A Global Pattern: Protecting Tech, Not People

4.1 The United Kingdom

The US campaign against the UK’s Online Safety Act 2023 has been ongoing and aggressive. A written statement to the House Judiciary Committee by Nigel Farage MP described the Act as “Europe’s regulatory model for online speech” that “risks exporting restrictive standards to the United States that will violate the constitutional rights of American citizens”.

The statement noted that Ofcom, the UK regulator, is “empowered to remove speech that constitutes a criminal offence in the United Kingdom” and that “much of this speech is constitutionally protected expression in the United States”. Ofcom has already threatened four American companies with criminal penalties. The White House suspended implementation of a tech cooperation deal with Britain in opposition to the UK’s tech rules.

4.2 The European Union

The US has escalated its attacks on the EU’s Digital Services Act (DSA). In December 2025, the State Department denied visas to former EU Commissioner Thierry Breton and four others, accusing them of seeking to “coerce” American social media platforms into censoring viewpoints they oppose. US Secretary of State Marco Rubio said: “The Trump Administration will no longer tolerate these egregious acts of extraterritorial censorship”.

French Foreign Minister Jean-Noel Barrot condemned the visa restrictions, stating that the DSA “was approved in a democratic process and had no extraterritorial reach and in no way affects the United States”. The European Commission “strongly condemned” the US decision.

4.3 The Strategy

The strategy is consistent and explicit. American tech companies and lobby groups are urging the Trump administration to pressure and punish countries over their tech laws. The industry group NetChoice, which represents Meta, Google, and X, has described the UK’s Online Safety Act and the EU’s DSA as “an unprecedented assault on American free speech and innovation”.

NetChoice has also joined a High Court challenge to Australia’s teen social media ban, describing it as “the most extensive prohibition on youth access to social media in force in any liberal democracy”. The group is actively fighting regulation in the US, the UK, the EU, and Australia — a coordinated global campaign to protect the commercial interests of the platforms.

V. The Australian Pattern: Centralising Control

5.1 The Office of AI

The US intervention must be understood in the context of the Australian government’s own centralisation of power over digital infrastructure.

In July 2026, Prime Minister Albanese announced the establishment of an Office of AI within the Department of the Prime Minister and Cabinet. The Office will coordinate the design of “Australian standards” for AI, including mandatory rules for large data centres. The government has stated that legislation will be introduced in early 2027.

The location of the Office is significant. AI policy was previously spread across portfolios. Moving coordination into PM&C elevates AI from a portfolio issue to a whole-of-government strategic priority — and places it directly under the control of the Prime Minister.

5.2 Data Centre Fast-Tracking

The government is fast-tracking data centre approvals before the legislation to regulate them is written. Dozens of approved but yet-to-be-built AI data centre projects will escape the federal government’s proposed restrictions on energy and water use because the new rules are not expected to be retrospective.

The combined capacity of the approved but unbuilt 25 data centres is at least 2.9 gigawatts — nearly double the existing 1.5 GW of data centre capacity in Australia. The infrastructure is being built before the rules that would govern it.

5.3 The Pattern

The pattern is consistent across the government’s approach to AI, data centres, and online safety: build first, legislate later; concentrate power in the executive; leave the details to ministerial discretion. The Digital Duty of Care Bill’s provision for the Communications Minister to designate new categories of harm is the same logic applied to speech.

VI. Narrative Control: The IHRA Definition and the Royal Commission

The government’s approach to online safety cannot be separated from its broader approach to narrative control. A clear example is the adoption of the IHRA working definition of antisemitism.

In July 2024, Prime Minister Albanese appointed Jillian Segal as Australia’s Special Envoy on Antisemitism. In July 2025, Segal announced her plan to combat antisemitism, which is “embedded in the IHRA Working Definition”. When she made the announcement, she was flanked by Prime Minister Albanese on one side and Minister for Education Jason Clare on the other.

In December 2025, the government formally adopted the IHRA definition as Australia’s official definition of antisemitism. The definition has been described by its own lead drafter, Kenneth Stern, as being “weaponized” to suppress political speech.

The Royal Commission into Antisemitism and Social Cohesion was established in January 2026 in response to the Bondi Beach massacre of 14 December 2025. Commissioner Virginia Bell adopted the IHRA definition as the basis for the Royal Commission’s work. The ABC and SBS have refused to adopt the definition, drawing criticism from pro-Israel advocacy groups.

The concern is not that antisemitism should not be addressed. The concern is that the IHRA definition conflates criticism of Israel with antisemitism, and that its adoption represents an attempt to control the boundaries of legitimate political speech on a contested issue. The same government that is adopting a contested definition of antisemitism is also proposing to give the Communications Minister the power to designate new categories of “harm” online. The combination raises the question: who gets to define what counts as hate, and who gets to be silenced?

VII. Free Speech, Dissent, and the Right to Hold Power to Account

The debate over the Digital Duty of Care Bill is not merely about online safety. It is about the fundamental right to dissent — the right to criticise government policy, to expose harm, and to hold power to account.

Australia does not have a constitutional bill of rights. Freedom of speech is not guaranteed as a matter of substantive law; the only protection is the implied freedom of political communication, which the High Court has developed in cases such as Lange v ABC and McCloy v New South Wales. This implied freedom is limited: it protects political communication necessary for the system of representative government, but it does not protect all speech, and it can be overridden by laws that serve a legitimate purpose and are proportionate.

The proposed Digital Duty of Care Bill, with its ministerial power to designate new categories of harm, poses a direct threat to the implied freedom. If the Minister designates a category of harm that captures legitimate political speech — for example, criticism of government policy, journalism about contested issues, or advocacy for Palestinian rights — the platforms will be required to suppress it, and the law may be found to be disproportionate. The chilling effect will be immediate: platforms will over-moderate to avoid liability, and legitimate speech will be suppressed without any formal government decision.

The US submission, despite its commercial motivations, has identified a genuine concern. The problem is not the criticism of the bill; it is the fact that the criticism is being made by a foreign power acting on behalf of its corporate interests. The solution is not to accept the US demand for exemption, but to strengthen the safeguards for free speech in the bill and to ensure that the power to define harm is not concentrated in the hands of a single minister.

VIII. A Better Path: Education, Fact-Checking, and Media Literacy

The real problem with the Digital Duty of Care Bill is not that it tries to protect children online. It is that it treats the symptoms of a diseased information ecosystem without addressing the cause. The business model of the major platforms is engagement, and the most effective way to drive engagement is with outrage, fear, and division. The algorithmic amplification of extreme content is not a bug; it is a feature of the business model.

The bill attempts to regulate the design of the platforms, which is a step in the right direction. But it also gives the government the power to police speech, which is a step in the wrong direction.

A better path lies in education, fact-checking, and media literacy. Finland offers a model: it has integrated media literacy into its national curriculum from early childhood, teaching children to recognise misinformation, disinformation, and AI-generated content. Finland is described as “the EU’s most resistant nation to disinformation”.

Australia has made some progress: the government has funded the eSmart program for primary schools, and media literacy is included in the Australian Curriculum. But the focus on banning accounts and policing speech has overshadowed the more durable solution.

The case for media literacy is not just practical; it is ethical. Empowering citizens to critically analyse information respects their autonomy. Giving politicians the power to decide what counts as harm does not. The first approach treats citizens as adults capable of judgment. The second treats them as subjects to be protected from themselves.

The government’s own eSafety Commissioner has acknowledged that “education and learning” are “a key part of achieving this goal”. The question is whether the government will prioritise the harder, slower work of education over the quicker, easier work of regulation.

IX. Conclusion: Who Gets to Define Harm?

The Digital Duty of Care Bill, the US intervention, the global campaign against tech regulation, the Australian government’s centralisation of power over AI and data centres, and the adoption of the IHRA definition of antisemitism are all connected by a single question: who gets to define harm?

The US wants to define harm in a way that protects its tech companies. The Australian government wants to define harm in a way that extends its own power. Neither answer serves the public interest.

The public interest lies in a different approach: one that combines platform regulation with robust safeguards for free speech, and that invests in education and media literacy rather than giving politicians the power to police speech.

The question is not whether to protect children online. It is how. The proposed bill, in its current form, is a threat to free speech and a gift to a foreign power and its corporate interests. The alternative is not to do nothing. It is to do something better.

References

1. Australian Government. (2026, September 8). Online Safety Amendment (Digital Duty of Care) Bill 2026—Exposure Draft. Department of Infrastructure, Transport, Regional Development, Communications and the Arts. https://www.infrastructure.gov.au

2. US Embassy in Canberra. (2026, September 22). U.S. Government Response to the Australian Consultation on the “Online Safety Amendment (Digital Duty of Care) Bill 2026”. https://au.usembassy.gov

3. ABC News. (2026, September 22). Trump administration attacks Australia’s ‘opt-out’ algorithm law in rare intervention. https://newsapp.abc.net.au

4. BBC News. (2026, September 23). US criticises Australia’s proposed algorithm opt-out laws as ‘censorship’. https://www.bbc.com

5. The Guardian. (2026, September 22). US warns Australia that imposing digital duty of care on big tech would be seen as censorship. https://www.theguardian.com

6. ABC News. (2026, September 13). Wells open to changing digital harm bill after Coalition censorship concerns. https://newsapp.abc.net.au

7. Minister for Communications. (2026, September 13). ABC Insiders with David Speers. https://minister.infrastructure.gov.au

8. Parliament of Australia. (2026). Freedom of Expression — Issues and Insights. https://www.aph.gov.au

9. NetChoice. (n.d.). European Regulatory Overreach. https://netchoice.org

10. Congress.gov. (2025, September 3). Written Statement for the Record: Europe’s Threat to American Speech and Innovation. https://www.congress.gov

11. BSS News. (2025, December 24). US denies visas to EU ex-commissioner, four others over tech rules. https://www.bssnews.net

12. TASS. (2025, December 24). Belgium shocked by US sanctions against five EU citizens — foreign minister. https://tass.com

13. Royal Commission on Antisemitism and Social Cohesion. (2026). Published Submissions. https://asc.royalcommission.gov.au

14. AIJAC. (2026, May 20). Statement on ABC and SBS refusal to adopt the IHRA definition of antisemitism. https://aijac.org.au

15. Parliament of New South Wales. (2025, June 19). Hansard: Inquiry into Antisemitism in New South Wales. https://www.parliament.nsw.gov.au

16. Australian Government. (2026, July 15). AI in Australia’s interests. https://www.pm.gov.au

17. ABC News. (2026, September 10). The bigger, hungrier AI data centres set to escape looming water and power restrictions. https://newsapp.abc.net.au

18. The Daily Telegraph. (2026, January 6). Toddlers to be taught about fake news. https://www.dailytelegraph.com.au

19. Department of Infrastructure. (2024, October 30). Free eSmart program helping young Australians stay safe online. https://minister.infrastructure.gov.au

20. Politico. (2026, September 21). Albanese touts his teen social media ban abroad. US tech wants it struck down. https://www.politico.com

 The analysis of the government’s broader pattern of centralisation is interpretive and is offered as a lens for further investigation, not as an established finding.