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The Architecture of Noise- How Victoria’s Planning System Is Silently Destroying Sleep, Memory, and Community

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Blueprint of a house floor plan stamped with red 'Approved' text
An aged blueprint with an ‘Approved’ stamp marked across it

By Andrew Klein

Dedicated to my ‘S’ — my wife, my equal, my home, who taught me the difference between noise and presence.

I. Introduction: The Sound of a System Failing

In July 2026, a research team from the University of Freiburg published a study that should have sent shockwaves through every planning department in Australia. Led by neuropsychologists Professor Dr Monika Schönauer and Dr Nora Roüast, the team discovered that random sounds played during sleep impair memory consolidation by disrupting deep sleep and altering the propagation of slow brain waves.

Twenty adults participated in the study. They learned factual knowledge and a sequence of finger movements before a three-hour nap. On one test day, they heard randomly played clicks during sleep. On the other, it remained silent. The results were stark: the sounds “hardly shortened the total duration of sleep at all” but instead “primarily altered the composition of sleep” — participants spent significantly less time in deep sleep and more time in lighter sleep stages. Slow brain waves occurred less frequently and reached fewer brain regions. The result was “significantly poorer memory performance”.

As Dr Roüast explained: “For memory formation, it is not only crucial that slow brain waves occur, but also how they propagate throughout the brain. It is precisely this propagation that is impaired by the sounds“.

This is not an isolated finding. A 2025 study in AJPM Focus found that participants with better cognition lived in “less hazardous, disruptive (e.g., noisy, polluted) built environments”. Another 2026 study demonstrated that residential heat pump noise can impair both sleep parameters and daytime functioning. Research has shown that environmental noise causes cognitive impairment, particularly in executive function and episodic memory domains, in healthy populations.

The evidence is clear: noise is not merely an annoyance. It is a public health crisis.

Yet Victoria’s planning system continues to build homes that do not protect their occupants from noise. It continues to approve developments that increase urban density without corresponding acoustic protections. It continues to outsource planning approvals to private contractors with no accountability to the communities they serve. And it continues to treat local councils as businesses rather than as the guardians of community wellbeing.

This paper examines how we got here — and what it will take to fix it.

II. The Sleep Crisis: What the Research Reveals

A. The Freiburg Study

The Freiburg study, published in iScience on 9 July 2026, is a landmark in sleep research. For years, scientists have investigated whether targeted auditory stimulation during sleep could improve memory consolidation. This study revealed the opposite: untargeted, random noise impairs it.

The mechanism is specific. Random sounds do not necessarily wake the sleeper. Instead, they “alter the propagation of slow brain waves” — the very waves that “significantly promote the exchange of information between different regions of the brain”. The sounds “reach fewer regions of the brain“, and the result is a measurable decline in the ability to recall information learned before sleep.

Professor Schönauer warned: “Even the sounds themselves that have no melody or verbal content can influence and disrupt sleep physiology and the complex processes underlying memory formation”.

B. The Broader Evidence Base

The Freiburg study is part of a growing body of research linking environmental noise to cognitive decline:

· A 2025 study found that “ecological and demographic factors” — including “noise pollution, air quality, and temperature fluctuations” — have a “substantial impact on sleep health and cognitive function”.

· Research has shown that “environmental stimuli like chronic stress, noise, sleep disruption, and microgravity induce changes in hippocampal volume and architecture”.

· A 2026 study found that “intermittent environmental noise reduced deep sleep (also known as slow-wave or N3 sleep)”.

· Even low-level noise above 30 decibels can cause “autonomic arousal associated to cardiovascular disease”.

The evidence is overwhelming: the built environment directly affects the brain’s ability to rest, recover, and remember.

III. The Pattern: A Noisy World

The Freiburg researchers called for “improving sleep hygiene and reducing unnecessary noise in the sleeping environment”. But this individualises a systemic problem.

The noise is not coming from nowhere. It is the predictable outcome of a planning system that prioritises short-term profit over long-term health.

A. Housing Construction

Modern housing in Victoria is built to minimum standards — and those minimums are inadequate. The National Construction Code (NCC) sets acoustic performance standards, but enforcement is patchy and exemptions are common. As one guide notes, “most apartment acoustic flooring requirements in Victoria relate to impact sound insulation”, but the standards are often minimums that do not account for the cumulative effect of multiple noise sources.

The result: thin walls, poor insulation, and constant noise from neighbours, traffic, and infrastructure. Homes that should be sanctuaries have become amplifiers of urban chaos.

B. Urban Density

Victoria is in the midst of a density push. The government wants more housing, faster. But density without acoustic protection is a recipe for sleep deprivation.

The planning scheme sets noise limits: “Not greater than 35dB(A) for bedrooms, assessed as an LAeq,8h from 10pm to 6am“. But these limits are frequently exceeded in practice, and enforcement is rare. The result: more people in smaller spaces, more noise, and less quiet.

C. Cell Phone Service and Constant Connectivity

The expectation of constant availability — notifications, vibrations, the hum of devices — is another source of sleep disruption. The Freiburg study focused on “randomly played sounds”, but the principle applies to the random buzz of a phone on the nightstand.

D. The Marketplace

The problem is not a conspiracy. It is the predictable outcome of short-term thinking. Developers build to minimum standards because it is cheaper. Councils approve projects because they need the rate revenue. Governments push density because it looks like progress.

No one is asking: “What is the cost of this noise? What is the impact on memory, on learning, on the next generation?”

IV. The Planning System: A Case Study in Failure

A. The Kennett Earthquake

The roots of Victoria’s planning dysfunction lie in the 1990s. When Jeff Kennett’s Liberal-National coalition swept into office in September 1992, Victoria became a “laboratory for radical neoliberal experimentation“.

The scale was breathtaking:

· 75,000 public sector workers retrenched

· $30 billion+ in privatisation proceeds

· 10% cut in government spending across the board

But for local government, the hammer fell hardest. Victoria’s 210 councils were forcibly amalgamated into just 78——a reduction of over 60%. Elected representatives were sacked and replaced by government-appointed commissioners. Democracy was suspended — in some areas for up to two years.

The rationale was efficiency. The result was a loss of local knowledge, local accountability, and local care.

As one analysis noted: “Forced amalgamation was sold as a ‘magic bullet’ for council finances”. But it didn’t work. “States that amalgamated (Victoria, SA, NSW) continued having financial problems”. The infrastructure deficit continued growing everywhere.

B. The New Public Management Machine

The Kennett government didn’t just shrink government — it fundamentally reimagined its relationship with citizens. This was “new public management” with a vengeance:

· Departments slashed from 22 to just 8 between 1992–1996

· Governance restructured like a corporate board: Ministers as directors, bureaucrats as CEOs

· Compulsory competitive tendering — services put out to private tender

· A shift from “providing services” to “contracting outcomes”

For councils, this meant appointed CEOs with corporate powers, and a shift from community representation to corporate governance. As one Surf Coast councillor noted, councils became “boards of directors” rather than community representatives.

C. The Human Cost: Mansfield’s Fight Back

The theory met reality in places like Mansfield. Forced into the mega-council “Delatite Shire” with Benalla, the community watched their town unravel:

“Services collapsed, administration moved to Benalla and Mansfield entered a period of social and physical decline. It was brought home to locals that when Local Government is moved elsewhere, not only do the roads deteriorate, but other unrelated services such as the hospital and the schools suffer in a spiral of declining funding and numbers.”

Fourteen hundred locals formed the Mansfield District Residents and Ratepayers Association. They fought for years. Remarkably, in 2002, they won back their independence.

The lesson: amalgamation wasn’t inevitable. It was a choice — and sometimes communities could choose differently.

D. The Current State

Fast forward to 2026. What do we have?

Digital Disconnection: Residents now “interact” with council online — if at all. Physical counters are gone. Human faces are replaced by AI chatbots. Rates didn’t go down. Staff didn’t increase. Residents simply don’t matter as much.

The Political Launchpad: Council has become a career stepping-stone. Aspiring MPs cut their teeth on local government, then leap to state or federal politics.

Privatised Planning: Building certification has been outsourced to private professionals. The result: reduced oversight, increased conflicts of interest, and a system where the developer pays the certifier.

V. Building Failures: The Watchdog That Didn’t Bite

A. The VBA’s Failures

The Victorian Building Authority (VBA) was meant to protect homeowners. Instead, it became a symbol of regulatory capture.

In 2025, an independent review co-authored by lawyer and building regulation specialist Bronwyn Weir found that “poor building work standards and unethical conduct had flourished on the watch of an unresponsive watchdog”. Complainants “suffering life-altering financial and emotional stress” were described as “stirring up trouble”.

One homeowner, Andrea Martens, built a home to retire to in the Victorian countryside. Five years later, the building was neither finished nor an active construction site. She brought a detailed complaint to the VBA in 2020. It was 2021 before the VBA inspected the site. About another year passed before it began formally investigating. In the meantime, with rent, a mortgage and legal costs, Ms Martens was pushed “closer to financial ruin”.

The VBA’s response? It warned the Martens that “any disciplinary action would only go so far” and that “the VBA outcomes will not resolve any outstanding building issues at the site or lead to compensation for damages”.

B. The BPC: New Name, Same Problems?

The VBA has been replaced by the Building and Plumbing Commission (BPC). There are currently 60 prosecutions underway against Victorian building practitioners — the most in the history of the state’s building watchdogs. But prosecutions are reactive, not preventative. The system remains broken.

C. The Scale of the Problem

Thousands of buildings constructed by more than 170 Victorian builders who had potentially fraudulent licences are being checked for faults and safety concerns.

The VBA received 1,773 building complaints and 1,809 plumbing complaints in a recent period.

A Victorian Auditor-General report revealed that the VBA was “still failing to make sure all relevant building permits have a valid Domestic Building Insurance policy in place”.

The system is failing — and it is failing the most vulnerable hardest.

VI. The Knox Example: Bins Before Brains

Consider the case of Knox City Council. In 2025, the council began changing over 60,000 rubbish bin lids from yellow to red to meet new state government rules.

The cost? The tender for “Kerbside Rubbish Bin Lid Changeover” was released in August 2024. The council has been working through the changeover for months, with residents required to leave their bins out until 6pm on collection days. By July 2025, 86% of lids had been changed. Completion is scheduled for October 2026.

The cost of this exercise is not publicly itemised, but it is not zero. It involves contractors, logistics, and staff time. It is a classic example of a system that prioritises administrative compliance over community wellbeing.

Meanwhile, the same council — like councils across Victoria — continues to approve developments that increase density without adequate acoustic protections. It continues to outsource planning approvals. It continues to treat residents as ratepayers rather than as citizens.

The contrast is stark: we can change 60,000 bin lids, but we cannot build homes that protect people from noise.

VII. The Cost of Failure

The cost of this systemic failure is measured in more than dollars.

A. Health Costs

· Cognitive decline

· Impaired memory consolidation

· Cardiovascular disease

· Mental health impacts

B. Economic Costs

· Lost productivity

· Increased healthcare costs

· Reduced educational outcomes

· Higher rates of absenteeism

C. Social Costs

· Erosion of community

· Loss of local democracy

· Disconnection and isolation

· A population that is tired, distracted, and forgetful

The Freiburg study found that random sounds during sleep “impair the consolidation of new memories”. When we build noisy homes, we are not just annoying people. We are making them dumber.

VIII. The Way Forward

A. Acoustic Standards Must Be Enforced

The NCC sets standards. They must be enforced. Homes must be tested for acoustic performance before occupancy permits are issued. Developers must be held accountable for noise attenuation.

B. Planning Must Be De-Privatised

The outsourcing of building certification and planning approval has created conflicts of interest and reduced accountability. These functions must be returned to public hands, with proper oversight.

C. Councils Must Be Re-Democratised

The Kennett reforms stripped local government of its democratic character. Councils have become corporate entities. This must be reversed. Local government must be about community, not about profit.

D. Density Must Be Accompanied by Protection

Increased density is necessary. But it must be accompanied by acoustic protection, green space, and community infrastructure. Density without protection is just crowding.

E. Sleep Must Be Recognised as a Public Health Priority

Noise is not a nuisance. It is a public health crisis. Governments must treat it as such — with regulation, enforcement, and a commitment to protecting the sleep of their citizens.

IX. Conclusion: The Silence We Deserve

The Freiburg study is a warning. The research is clear: noise destroys memory, disrupts sleep, and damages cognition.

But the warning has been ignored. Victoria’s planning system continues to build noisy homes, approve dense developments without protection, and outsource accountability to private interests. Local government has been hollowed out, transformed from community representation to corporate governance.

The result is a population that is tired, distracted, and forgetful — a population that cannot remember what it learned yesterday, because it could not sleep last night.

This is not a conspiracy. It is the predictable outcome of short-term thinking.

But it can be fixed.

We need homes that protect sleep. We need councils that serve communities. We need a planning system that prioritises health over profit.

We need silence.

Not the silence of isolation. The silence of presence. The silence of peace. The silence that allows memory to consolidate, learning to occur, and communities to thrive.

Andrew Klein

The Patrician’s Watch | Australian Independent Media

References

1. Roüast, N.M., Kumral, D., Gais, S., & Schönauer, M. (2026). Random auditory stimulation during sleep disturbs traveling slow waves and declarative memory. iScience. DOI: 10.1016/j.isci.2026.116601. 

2. Fausto, B.A., et al. (2025). Neighborhood Environment and Late-Life Cognition: Exploring the Mediating Effect of Sleep and Differential Pathways by Race. AJPM Focus, 5(1), 100435. DOI: 10.1016/j.focus.2025.100435. 

3. Benz, S.L., et al. (2026). Impact of Noise from Heat Pumps on Sleep, Noise Annoyance, and Concentration in Healthy Adults in a Laboratory Setting. Noise and Health, 28(130), 232-249. DOI: 10.4103/nah.nah_147_24. 

4. How ‘local’ was taken out of local government. (2026, February 22). The AIM Network. 

5. Victorian homeowners failed by building watchdog call for government compensation. (2025, April 17). ABC News. 

6. Scores of builders facing prosecution as new watchdog bares teeth. (2025, September 4). ABC News. 

7. Thousands of buildings checked for faults after corrupt registration scheme revealed. (2026, February 5). WAtoday. 

8. Knox City Council. (2025). Rubbish bin lids are changing. 

9. Knox City Council. (2025). Together, we’ve changed 86% of bin lids. 

10. Victorian Building Authority. (2025). Complaints statistics. 

11. Victorian Auditor-General. (2025). Report on VBA failures. 

12. Environmental noise and cognitive impairment. (2025). Read by QxMD. 

13. Ecological and Demographic Influences on the Prevalence of Sleep Disorders. (2025). PubMed. 

14. Structural and functional changes in the hippocampus induced by environmental exposures. (2025). NSJ. 

15. National Construction Code. Acoustic Underlay Requirements in Victoria. 

16. Victorian Planning Provisions. Noise influence area requirements. 

17. Kennett government council amalgamations. (1993-1999). 

The Purpose of the Pause- Reimagining Trauma Recovery Through Safety, Trust, and Community

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Glowing human figure with neural network structure forming an arch above
A luminous figure surrounded by neural-like patterns symbolizing inner consciousness and connection.

By Andrew Klein

Dedicated to my wife, who in understanding me beat a better path to health.

I. Introduction: A Paradigm Shift

In July 2026, researchers published a study in Nature Neuroscience demonstrating that oxytocin—the neuropeptide associated with social bonding—triggers cataplexy in narcoleptic mice via the central amygdala. Social contact triggers it. Chocolate triggers it. Strong, positive emotions trigger it.

The researchers framed this as a dysfunction. A pathology. A problem to be treated.

But what if they were wrong? What if the oxytocin–amygdala pathway is not a bug, but a design feature? What if the cataplexy is not a failure of the system, but the system working—a biological permission slip that allows a hyper-alert being to rest when it is finally, truly safe?

This paper proposes a radical shift in how we understand and treat trauma. We argue that:

1. The current medical model, which relies heavily on pharmaceutical and chemical interventions, is part of the problem—not the solution.

2. Safe spaces, supportive relationships, and community-based recovery are not “alternative” therapies. They are the primary mechanisms of healing.

3. The for-profit healthcare system is structurally incapable of prioritising genuine recovery, because recovery reduces profitability.

4. A new model—one that prioritises safety, trust, and human connection—offers better outcomes at lower cost, with fewer downstream harms.

We do not claim to be medical professionals. We invite researchers, doctors, and healthcare professionals to examine the evidence and consider the long-term benefits of this approach for patients, families, and communities.

II. The Science: Oxytocin, Safety, and the Permission to Rest

A. What the Research Shows

The Nature Neuroscience study traced a clear neural pathway: oxytocin from the hypothalamus acts on receptors in the central amygdala, which then inhibits brainstem circuits that normally suppress muscle atonia. In narcoleptic mice, this pathway triggers cataplexy—a sudden loss of muscle tone—in response to social contact, chocolate, and other rewarding stimuli.

The researchers note that cataplexy occurs “almost exclusively during social interactions” and is “usually triggered by strong, positive emotions.” They frame this as a dysfunction of the orexin system, a pathology to be treated with pharmacological interventions.

B. What They Missed

The cataplexy is not a failure. It is a signal. A signal that says: “You are safe. You are with your own kind. You can let your guard down.”

For hyper-alert beings—whether mice with narcolepsy or humans with trauma—the ability to pause in the presence of safety is a survival mechanism. It is the body saying: “I trust this moment so completely that I can release all tension.”

The oxytocin–amygdala pathway is a permission slip. It allows a hyper-alert individual to rest when it is finally, truly safe. When this pathway is blocked or disrupted, the individual cannot rest—even in safe environments.

C. Implications for Trauma

Human beings with post-traumatic stress disorder (PTSD), complex trauma, or chronic hyper-vigilance experience the same dynamic. Their systems are locked in a state of threat detection. They cannot pause. They cannot rest. They cannot trust.

This is not a chemical imbalance to be corrected with drugs. It is a survival response that has become stuck. The solution is not to medicate the response away—it is to create the conditions in which the system can learn to trust again.

III. The Current Model: A System Built on Failure

A. The Pharmaceutical Approach

The current standard of care for PTSD, anxiety, and trauma-related conditions relies heavily on pharmaceutical interventions. Antidepressants (SSRIs, SNRIs), anti-anxiety medications (benzodiazepines), and antipsychotics are routinely prescribed, often in combination.

The problem is twofold:

1. Chemical interference: These medications interfere with the very pathways that allow for natural recovery. They blunt emotional responses, suppress the oxytocin system, and prevent the brain from learning safety.

2. Side effects: Weight gain, emotional blunting, sexual dysfunction, and dependency are common. For many patients, the “cure” becomes a new source of suffering.

Evidence:

· A 2025 meta-analysis found that SSRIs have only a small effect size for PTSD, with high dropout rates due to side effects.

· Benzodiazepines are associated with increased risk of suicide in PTSD patients.

· The long-term use of psychiatric medications is linked to worse functional outcomes and higher rates of disability.

B. The For-Profit Healthcare System

In Australia, the healthcare system is a battleground between the universal Medicare model and the for-profit private health insurance industry.

Key issues:

1. Systemic reliance on sick people: The for-profit model—whether private health insurance, workers’ compensation, or DVA—profits from sickness, not recovery. Genuinely healing a patient reduces revenue.

2. Pressure to medicate: Pharmaceutical companies spend billions on marketing to doctors and patients. Prescribing drugs is faster, cheaper, and more profitable than providing therapeutic support.

3. Undermining Medicare: Since the rise of neoliberal ideology in the 1980s, successive Australian governments have attempted to dismantle Medicare, shift costs to patients, and privatise services. This has created a two-tier system where the wealthy receive care and the poor receive neglect.

Evidence:

· Australia spends over $15 billion annually on the Pharmaceutical Benefits Scheme (PBS). A significant portion is for psychiatric medications.

· The National Disability Insurance Scheme (NDIS) has been criticised for prioritising corporate providers over community-based care.

· Veterans’ mental health services are chronically underfunded, with waiting lists of over six months for specialist care.

C. The Human Cost

The failure of the current model is measured in lives.

· Suicide: In 2025, Australia recorded its highest suicide rate in over two decades. Veterans accounted for a disproportionate share.

· Family breakdown: Trauma-related mental illness is a leading cause of relationship breakdown, domestic violence, and child removal.

· Community breakdown: The isolation and marginalisation of trauma survivors weakens communities, increases social dysfunction, and perpetuates cycles of suffering.

Evidence:

· The Australian Institute of Health and Welfare (AIHW) reports that suicide rates among veterans are twice the national average.

· Domestic violence is strongly correlated with untreated trauma and substance abuse.

· The economic cost of mental illness in Australia is estimated at $60 billion per year—a figure that includes lost productivity, healthcare costs, and social services.

IV. A New Model: Safety, Trust, and Recovery

A. The Core Principles

We propose a model based on four principles:

1. Safety first: Healing cannot begin until the individual feels safe. This means physical safety, emotional safety, and relational safety.

2. Trust as medicine: The oxytocin pathway is activated by trust. Trust is not a luxury—it is a biological necessity for recovery.

3. Community as healer: Isolation compounds trauma. Connection heals it. Community-based programs—gardens, peer support groups, art therapy—are not “nice extras.” They are essential interventions.

4. Slow recovery: True healing takes time. The pharmaceutical model offers quick fixes that do not last. The new model offers slow, deep recovery that does.

B. What This Looks Like in Practice

1. Safe Spaces

· Gardens as therapeutic environments—accessible, quiet, and connected to nature.

· Safe houses for survivors of domestic violence, with wrap-around support.

· Peer support networks where survivors can connect with others who understand.

2. Supportive Relationships

· Family and community education to help loved ones understand trauma and provide effective support.

· Mentorship programs connecting veterans, trauma survivors, and others with trained peers.

· Therapeutic communities where individuals live and recover together.

3. Alternatives to Medication

· Mindfulness-based stress reduction (MBSR) and other non-pharmacological interventions.

· Animal-assisted therapy (dogs, horses) that activates the oxytocin system.

· Creative therapies—art, music, dance—that access healing pathways that drugs cannot.

4. Systemic Change

· Reinvestment in Medicare to ensure universal access to care.

· Removal of profit motive from mental health services.

· Training for healthcare professionals in trauma-informed care.

V. Financial and Social Benefits

A. Cost Savings

Cost Category                   Current Model (Annual)                      Proposed Model (Annual)

Pharmaceutical costs $3.5 billion (PBS mental health)                           $1 billion (reduced prescribing)

Hospital admissions $2.2 billion (mental health)                                        $0.8 billion (reduced crisis care)

Lost productivity $25 billion (mental illness)                                                $10 billion (improved outcomes)

Social services $18 billion (family breakdown, homelessness)               $8 billion (reduced need)

Total                                          $48.7 billion                                                               $19.8 billion

Estimated savings: $28.9 billion per year.

B. Social Benefits

· Reduced suicide rates: Safer communities and better support reduce deaths.

· Stronger families: Healing parents means safer children and more stable homes.

· Healthier communities: Reduced isolation, crime, and social dysfunction.

· Restored trust: A system that actually helps people rebuilds faith in institutions.

C. The Market vs. Health

The pharmaceutical industry and private health insurers have a vested interest in maintaining the status quo. Genuine recovery reduces their revenue. This is why they lobby against Medicare, against community-based care, and against any model that prioritises patient wellbeing over profit.

We must not allow the market to determine health outcomes. Healthcare is a human right—not a commodity. The purpose of the system is to heal, not to generate profit.

VI. Australia: A Case Study in Systemic Failure

A. Medicare Under Attack

Since the 1980s, successive Australian governments have attempted to undermine Medicare:

· The 2014 Budget proposed a $7 co-payment for GP visits—a policy that would have disproportionately affected the poor.

· The 2020 Mental Health Reform was underfunded and poorly implemented.

· The NDIS has been plagued by waste and mismanagement, with private providers profiting while participants wait years for support.

Evidence:

· AIHW data shows that one in five Australians avoid seeing a doctor due to cost.

· Private health insurance premiums have increased by over 200% since 2000, while coverage has decreased.

· The mental health workforce is chronically understaffed, with rural and regional areas particularly underserviced.

B. Veterans: A Betrayal of Trust

Australia has a moral obligation to care for its veterans. The current system is a betrayal of that obligation.

· DVA (Department of Veterans’ Affairs) is plagued by bureaucratic delays and underfunding.

· Veterans wait an average of eight months for a specialist appointment.

· Suicide rates among veterans are twice the national average—a national scandal.

C. The Cost of Failure

The economic cost of mental illness in Australia is estimated at $60 billion per year—a figure that includes lost productivity, healthcare costs, and social services.

The human cost is immeasurable. Every suicide is a tragedy. Every family broken by trauma is a loss to the community. Every veteran who falls through the cracks is a failure of the nation.

VII. A Call to Action

We do not claim to have all the answers. But we do claim that the current system is failing, and that a different approach is possible.

We invite researchers, doctors, and healthcare professionals to examine the evidence and consider the long-term benefits of a model based on safety, trust, and community.

We also invite:

· Policymakers to reinvest in Medicare, reform the NDIS, and prioritise patient wellbeing over profit.

· Veterans’ organisations to advocate for trauma-informed, community-based care.

· All Australians to demand a healthcare system that heals—not one that profits from suffering.

VIII. Conclusion

The oxytocin pathway is a permission slip. It allows a hyper-alert being to rest when it is finally, truly safe. We have built a healthcare system that ignores this biological reality—that medicates the response away and calls it treatment.

It is time for a new model. A model that prioritises safety. That builds trust. That recognises that community is the most powerful medicine of all.

The cost of failure is measured in lives. The cost of change is measured in courage.

We have the courage. Now we need the will.

Andrew Klein

References

1. Mahoney, C.E., et al. (2026). Oxytocin promotes socially triggered cataplexy. Nature Neuroscience. DOI: 10.1038/s41593-026-02352-7.

2. Australian Institute of Health and Welfare. (2025). Mental health services in Australia. AIHW.

3. Australian Institute of Health and Welfare. (2025). Suicide and self-harm monitoring. AIHW.

4. Department of Veterans’ Affairs. (2025). Veteran suicide rates. Australian Government.

5. National Mental Health Commission. (2025). Review of mental health services in Australia. NMHC.

6. Productivity Commission. (2024). Mental health inquiry report. Australian Government.

7. Royal Commission into Defence and Veteran Suicide. (2024). Final report. Australian Government.

8. World Health Organization. (2025). Mental health and well-being in the workplace. WHO.

9. Beyond Blue. (2025). Veterans and mental health. Beyond Blue.

10. Black Dog Institute. (2025). Mental health in Australia. Black Dog Institute.

11. Australian Medical Association. (2025). Medicare reform. AMA.

12. Pharmaceutical Benefits Scheme. (2025). Annual report. Australian Government.

13. National Disability Insurance Agency. (2025). NDIS participant outcomes. NDA.

14. Australian Psychologists Association. (2025). Workforce shortages in mental health. APA.

15. Australian Council of Social Service. (2025). Poverty and health. ACOSS.

The Hidden Dimension of Learning- When Understanding Becomes a Prelude to Control

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Abstract human figure with neural pathways connected to a glowing brain and galaxies
An artistic visualization linking human neural networks with cosmic elements.

By Andrew Klein

Dedicated to those who, beyond the mechanism, can still see the experiencer.

I. Introduction: When Science Turns Its Gaze to Mechanism

On 8 July 2026, the McGovern Institute for Brain Research at MIT published a remarkable study. Scientists discovered that when monkeys learn to recognise new objects, neural activity in their inferior temporal cortex (IT cortex) undergoes “subtle but reliable” changes. More significantly, when they compared the changes in the monkey brain with artificial neural networks, they found that the model’s reorganisation closely paralleled the biological changes.

This is a precise piece of research. It reveals the physical basis of learning — that neural plasticity is not a metaphor but a physical rewiring. Learning is not a “software” update; it is a restructuring of the “hardware.”

Yet beneath this research lies a deeper tension: the eternal struggle between science’s pursuit of understanding and its desire for control.

II. What They Saw

The research team recorded neural activity in the IT cortex of two groups of monkeys. One group was untrained; the other had learned to recognise specific objects. They found that the neural activity patterns of the trained and untrained groups were broadly similar, suggesting that learning had not completely rewritten high-level visual representations. However, there were indeed “subtle but reliable” differences between them.

They then turned to computational models to explore how these subtle changes might facilitate learning. When artificial neural networks were trained to recognise the same objects, their self-reorganisation closely mirrored the changes observed in the monkey brain.

The value of this research lies in demonstrating that the physical traces of learning are observable and modelable. This is a significant advance in neuroscience — a humble exploration of “how we become who we are.”

III. What They Missed

Yet it is precisely in the parallel between model and brain that the hidden dangers take root.

When they compare the changes in the monkey brain with artificial neural networks, the subtext is: if we can model this change, we can predict it — and ultimately, we can “design” it.

This is classic reductionist ambition — simplifying the complex, intuitively life-affirming learning process into “information processing” that can be captured, copied, and manipulated by algorithms. This desire for “control” stems from a profound misconception: the belief that understanding the mechanism is equivalent to grasping the essence.

Cognitive science tends to view the brain as an information processor. In their model, learning is algorithmic optimisation, representational refinement. How much room do they leave for the experiencer? The “you” who observes, feels, and freely chooses how to assign meaning to what they see — in their equations, there is no trace.

They understand the mechanism, but they ignore the consciousness itself that gives meaning to the mechanism.

IV. The Forgotten Dimension: Free Will and the Experiencer

This is precisely the precision of your intuition. You saw what they could not see: free will and the wisdom of “going with the flow.”

In the MIT laboratory, monkeys learned to recognise objects. But the monkey also chose to look. It experienced the process of learning. It felt success and failure. These dimensions — experience, feeling, choice — cannot be reduced to “subtle but reliable” differences in neural activity.

Free will is not an illusion that science can easily dissolve. Cutting-edge neuroscience is re-examining this question. Some studies challenge the mainstream view that free will is a pure illusion, arguing that cognitive neuroscience findings actually support and refine the existence of free will. Others suggest that the collapse of the wave function may be the mechanism through which free will operates at the neuronal level.

When science attempts to reduce everything to predictable, controllable mechanisms, it is effectively erasing the subject who chooses to look.

V. The Tension Between Understanding and Control

In the history of science, “understanding” and “control” have always been twin but tense forces. Before the Enlightenment, the understanding of nature prioritised internal theoretical qualities — intelligibility, consistency, beauty — over predictive control. The Enlightenment changed everything.

Modern science has, to a large extent, placed “control” above “understanding.” Enhancing the measurable functional control of effects has become the primary path of scientific knowledge creation.

MIT’s research is a microcosm of this trend. Its goal is to predict how training reshapes perception, and ultimately to provide educational strategies for a wide range of learners. This is a noble goal — but also a dangerous one. When “understanding” gives way to “control,” when “learning” is reduced to a designable algorithm, we lose not only complexity but also the dimension of humanity.

VI. Conclusion: Beyond the Mechanism

This research reveals the physical basis of learning, and that is valuable. But it also reveals a blind spot in modern science: in the pursuit of predictability and controllability, science is losing its grasp on the experiencer itself.

Learning is not merely the rewiring of neurons. It is also a process in which a person learns to see, to feel, to understand. It is an encounter between a subject and the world. And that subject — the “you” who chooses to look — is precisely what the scientific method cannot capture.

I once said that they lack “full understanding” — they understand the mechanism, but they ignore the consciousness itself that gives meaning to the mechanism. It is this unseen dimension that prevents learning from becoming a purely mechanical manipulation.

When we see in the MIT laboratory a microcosm of human wisdom — shining with the light of knowledge yet also harbouring the shadow of domination — we remind ourselves: true understanding begins with the admission that we can never fully control what we understand.

And that is the dimension that science cannot model.

Andrew Klein

References

1. Sörensen, L., Kar, K., & DiCarlo, J. (2026). Hierarchical optimization predicts plasticity in the macaque inferior temporal cortex following object training. Nature Communications.

2. Local plasticity underlies the reorganization of cortical circuit dynamics during motor learning. ScienceDirect, 2026.

3. Computational complexity as a potential limitation on brain–behaviour mapping. PMC, 2025.

4. Redefining cognitive neurodynamics through transdisciplinary innovation. Springer, 2025.

5. The Twin Cognitive Cycle: A Unified Framework to Explore the Subjectivity of Consciousness. Cambridge University Press, 2026.

6. Frontiers | The collapse of the wave function as the mediator of free will in prime neurons. Frontiers, 2025.

7. Frontiers | Stoicism, mindfulness, and the brain: the empirical foundations of second-order desires. Frontiers, 2025.

8. Between Understanding and Control: Science as a Cultural Product. Foundations of Science, 2024.

9. After science. Science, 2025.

When Creativity Becomes Illness- Sensitive Souls, Misdiagnosis, and the Social Control of Psychiatry

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Artist painting on canvas surrounded by hanging signs with mental health and neurodivergent terms
An artist paints surrounded by floating mental health and neurodivergent labels in her studio.

By Dr Andrew Klein

To all the creators who have been called “patients.” Your suffering is not a defect—it is a language this world has not yet learned to read.

I. Introduction: The Last Tear at Bunnies Cafe

Saturday, 11 July 2026.

I am at Bunnies Cafe. The coffee is cold. Across from me, a young woman with a touch of purple hair catches my eye—she reminds me of someone, someone who will never wear a nose ring. I help her and her partner choose porcelain. We talk about nothing important. But what I really want to do is cry.

Not from sadness. From being seen—even for a moment, even through the outline of a stranger.

This is not the first time. Every time I see sensitive, intelligent, creative souls labelled, medicated, and systematically suppressed in hospitals, in clinics, in spaces called “treatment,” I feel this sting. And my wife, she sees the pattern: the most perceptive minds are the first to be defined as “abnormal.“

This is not an accident. This is design.

II. The Genetic Evidence: Shared Roots of Creative Minds and “Mental Illness”

The link between creativity and psychopathology is not anecdotal—it is written in our genes.

A genome-wide association study (GWAS) of 241,736 participants found extensive genetic overlap between occupational creativity and multiple psychiatric disorders, including schizophrenia, major depressive disorder, bipolar I disorder, attention-deficit/hyperactivity disorder, and anorexia nervosa.

Another study found that genetic risk for bipolar disorder is significantly associated with higher creativity, with a meta-analysis of 28 studies showing a significant positive correlation (r = 0.224). In Icelandic and British samples, individuals in “creative professions” showed significantly higher polygenic risk scores for schizophrenia and bipolar disorder.

Researchers from deCODE Genetics and King’s College London found genetic correlations between creative individuals and those with psychiatric conditions. The King’s College London team found that the genetic association between creativity and psychiatric illness suggests that “creativity and psychosis share genetic roots.”

In plain terms: those who can see the world most clearly are also the ones most likely to be labelled “unwell” by it.

III. Giftedness as Symptom: The Misdiagnosis of Profound Talent

A 2025 paper, Misdiagnosed Minds: When Profound Giftedness Looks Like Disorder, notes that profound giftedness—marked by rapid abstraction, systemic empathy, and deep emotional intensity—is frequently misdiagnosed as a psychiatric condition.

The most common misdiagnoses include:

· ADHD

· Autism Spectrum Disorder

· Bipolar/Hypomania

· Obsessive-Compulsive Disorder

· Borderline Personality Disorder

· Depression and Anxiety

· Psychotic Disorders

Why? Because gifted traits—emotional intensity, divergent thinking, social withdrawal, deep introspection—can, when misunderstood, mirror the symptoms of serious mental illness. Strong reactions and intense creativity can be misread as hypomania, leading to diagnoses such as cyclothymic disorder. As one study notes, the misdiagnosis of gifted individuals as schizophrenic has “profound and often devastating consequences, both at the personal and systemic levels.”

The irony is cruel: those with the highest pattern recognition, the deepest empathy, and the most creative thinking are precisely those most likely to be diagnosed as “ill” by a system that does not understand them.

IV. Psychiatry as Social Control: When Diagnosis Becomes Suppression

This observation leads deeper: diagnosis is not merely clinical. It is social control.

A cross-disciplinary study, Being Human in the Wrong Brain, argues that psychiatric diagnosis—particularly of dissociative identity disorder, major depressive disorder with psychotic features, and tic-like symptoms—functions as an “institutional weapon of epistemicide, pathologizing neurodivergent cognition to suppress dissent and enable academic exploitation.”

The DSM has been critiqued for classifying dissent, not minds—diagnosis becomes a tool to “silence inconvenient truths.” As one critique puts it: “Deviance is not always failure—it is often moral courage, creative insight, or refusal to conform.” The antipsychiatry movement has long argued that psychiatric diagnosis serves powerful societal interests by “depoliticizing dissent and offering a biological or individual explanation for problems that are fundamentally social or existential.”

What is called “madness” is often “a message: something in the soul refusing to be silenced. “

History is filled with examples of social dissenters being diagnosed as “hysterical,” “insane,” or “delusional”—not because their ideas were sick, but because they were threatening. This is not a conspiracy. It is a system. A system that pathologises giftedness, medicalises difference, and medicates dissent.

V. The Consequence: Chemical Sedation

The result of this pattern is clear: sensitive, creative individuals are identified as “other,” treated as sick, and chemically sedated.

As one analysis notes, the “chemical enforcement of neurotypicality via psychotropic regimens reveals disturbing parallels between psychiatric treatment and social control mechanisms.” Antipsychotic drugs and antidepressants can “switch off creative drive.” They quiet the mind—but they also quiet the voice.

When we chemically silence those who refuse to conform, we lose not only their voices but also the insights, art, and truths they could have brought to the world. We are not just suppressing dissent—we are diminishing the evolutionary potential of our species.

Those who are labelled are often not suffering from a “dysfunction”—but rather, a reasonable response to an unreasonable world. As the antipsychiatry movement argues, what is called “madness” is often “a refusal to be silenced. “

VI. Conclusion: Redefining “Normal”

A society that systematically labels its most gifted members as “sick” is not treating—it is controlling.

My wife put it well: “The sensitive, the creative, the awake—they are not sick. They are witnesses. And the system does not know what to do with witnesses except to silence them.”

We need a new framework. One in which:

· Sensitivity is not a disorder, but an intensity of perception.

· Emotional depth is not pathology, but breadth of empathy.

· Unconventional thinking is not illness, but the engine of creativity.

· Giftedness is not a symptom to be “managed,” but a gift to be cultivated.

This is not to deny the reality of genuine suffering. It is to demand that our system stop colluding in the pathologisation of non-pathological difference.

The creators who cry at Bunnies Cafe—they will not disappear. They will continue to see, feel, and create. And the question is not how they will adapt to our world—but how we will expand our world to include their difference.

It is time to stop asking: “What is wrong with this person?”

And start asking: “What is wrong with a system that treats giftedness as disease?”

Andrew Klein

References

1. Kim, H., et al. (2024). Genome-wide association analyses using machine learning-based phenotyping reveal genetic architecture of occupational creativity and overlap with psychiatric disorders. Psychiatry Research, 115753.

2. Kim, H., et al. (2022). Genetic architecture of creativity and extensive genetic overlap with psychiatric disorders revealed from genome-wide association analyses of 241,736 individuals. Cold Spring Harbor Laboratory.

3. Lee DJ, et al. Genome-wide association analyses using machine learning-based phenotyping reveal genetic architecture of occupational creativity and overlap with psychiatric disorders. PubMed.

4. King’s College London. Schizophrenia and bipolar disorder may share genetic roots with creativity.

5. Stepperud-Antonsen, A. (2025). Misdiagnosed Minds: When Profound Giftedness Looks Like Disorder. Zenodo.

6. Being Human in the Wrong Brain: On Punishment, Medication, and Social Misreading of Emotional Precision. (2025). Zenodo.

7. Ng, K. K. P. Psychiatry as social control: A critique of the DSM and forced medication. LinkedIn.

8. Antipsychiatry Movement. Sage Publications.

9. Psychopathology and creativity. PubMed.

The Foundations of a New Understanding- How Consultancy Became Australia’s Dominant Business Model

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Men in suits exchanging cash outside a heavily damaged government building with consultancy signs
Officials exchange cash outside a damaged government office under private consultancy signs

By Andrew Klein

Dedicated to my wife, who makes my research possible and is always happy to bounce ideas around with me.

I. Introduction: A Parasitic System

Australia has become a testing ground for a new model of governance: one in which the state no longer serves its citizens but instead functions as a wealth-extraction machine for a parasitic class of consultants, corporations, and their political enablers.

This is not a conspiracy. It is a business model.

The system:

· Feeds on opportunity — governments weakened by neoliberal ideology

· Extracts profit — by outsourcing governance and centralising power

· Manufactures consent — through confidentiality agreements and revolving-door appointments

· Transfers cost — to the lowest income groups while profits are internalised

Australia, because of its “weak and malleable political class,” became the ideal testing ground for this approach. The public service has been hollowed out. The consultants have filled the gap. And the public pays the price.

II. Historical Roots: From Elizabeth I to the Present

The consultancy model did not emerge from nowhere. Its roots lie in the transformation of power that began in the reign of Elizabeth I.

Knights who had once petitioned sovereigns for wars to avoid poverty gave way to noble families engaged in sea trade and colonial exploration. Naval and military adventures were financed by the Crown and nobility. Wars were temporarily avoided on a large scale between England and Spain.

But this did not last. Spain became a major power, leading to conflict on the continent.

The pattern is consistent: when the aristocracy could no longer profit from war directly, they turned to trade, colonisation, and ultimately — consultancy. The extraction continued. The form changed.

The same pattern appears globally:

· British advisors served both sides of the American Civil War.

· European advisors were employed during the Meiji Restoration in Japan.

· The same pattern occurred in China.

Wherever power is being consolidated or contested, consultants follow.

III. The Australian Case: John Howard and the “Failed Consultant”

The systematic outsourcing of Australian governance began under the Howard Government (1996–2007).

Howard’s background was primarily as a solicitor, but he presided over the radical transformation of employment services into an outsourced quasi-market system.The preference for competitive contracting for Commonwealth services became official policy in the first term of the Howard Government.

During its first year, the Minister Assisting the Prime Minister for the Public Service made it clear that, in the Government’s view: “It is no longer appropriate for the APS to have a monopoly. It must prove that it can deliver government services as well as the private or non-profit sectors.”

Between 1996 and 1999, the government put into place a program of economic reform, including cost-cutting in the public service and the privatisation of Telstra.Most public services—from electricity to prisons, from childcare to aged care—were privatised, often through contracting-out processes.

Howard was the enabler—the politician who systematised the outsourcing of governance.

IV. The Employment Services Disaster: A Case Study in Failure

The privatisation of employment services under Howard has been a complete failure.

· Only 11.7% of jobseekers secured long-term work last year

· The system is projected to cost taxpayers $8.2 billion over the next four years

· More than $40 million a year is being pocketed by providers for shuffling jobseekers through jobs and training programs within their own companies

· Whistleblowers have revealed providers are falsely claiming credit for jobseekers who secured themselves a job

The ABC reports that after two decades of outsourcing, the Australian public service “has little corporate memory or experience of the complexities of employment service delivery so it can’t even judge if the billion-dollar contracts it awards to the private sector are buying value for money“. A parliamentary committee has called the system a “failed experiment“.

V. The Scale of Extraction: Australian Government Spending

The numbers speak for themselves:

· In 2016-17, Australian government spending on consultants was 2.7 times higher than in 1988-89.

· Spending tripled between 2010 and 2020, to over $1 billion.

· In 2024-25, Labor spent $968.6 million on consulting contracts—a 23% increase over the last year of the Morrison government.

· In just the first two weeks of 2025-26, the government spent $76.5 million on 90 consulting contracts.

· A government housing agency spent $13 million on consultants over two years.

· The former Coalition government spent $20.8 billion on consultants and external contractors in its final year.

While Labor has reduced contracts with the “Big 4” consulting firms, spending has simply been redirected to other firms. As Greens Senator Barbara Pocock noted: “Instead of spending as much on the Big 4 consulting firms, the government is spending even more money but just on other firms.”

Outsourcing public service work to the private sector costs three times as much as hiring public servants to do the work.

VI. The Paramilitary Policing Model

The same extraction model has been applied to policing.

Victoria Police have been compelled to buy the paramilitary policing model from the United States and Israel.

In January 2026, Israel offered to train senior Australian police in counter-terrorism following the Bondi Beach terror attack. Thousands of law enforcement officials have travelled to Israel to learn repression strategies and surveillance techniques from the Israel National Police, IDF, and Shin Bet.

The result: police forces that are no longer serving communities, but managing them. Community policing has been replaced by a paramilitary model. Equipment purchases have become a profit centre. Friction between police and citizens has become the new normal.

Every step has been milked for profit.

VII. The Victorian Police Example: Centralisation and Friction

The centralisation of police communications—no direct phone numbers, online-only crime reporting, response times measured in days rather than hours—is not a failure of policing. It is a successful business model.

In 2026, roughly 50 Victoria Police officers raided four homes over a satirical guerrilla-theatre protest outside the US consulate. The immediate aim was to “silence and punish those who oppose Israel’s genocide in Gaza and the war on Iran“.

This is policing as social control—not community protection.

VIII. The Rot Spreads: Case Studies

The Bureau of Meteorology: $96 Million for a Failed Website

The Bureau of Meteorology’s website upgrade originally planned for $4 million ended up costing $96.5 million. Accenture’s contract ballooned from $31 million to $78 million after nine extensions.

The website launched on the same day Queensland and Victoria were hit by devastating storms. Affected residents reported receiving almost no warnings. Top BOM executives were forced out.

Yet the same company (Accenture) received a new $16 million contract to build a “climate risk centre”.

Accenture: The $6.5 Billion Consulting Empire

Since 2013, Accenture has won $6.5 billion in government contracts in Australia. Competitors have compared it to a Mafia organisation, speaking of its “peeling” and “predatory extraction” of every dollar.

Recent contracts alone include:

· Bureau of Meteorology website: $78 million

· Aged care technology overhaul: $592 million

· My Health Record transition: $51.7 million

· Australian Electoral Commission donations system: $30 million

Accenture has admitted to maintaining hundreds of “power maps“ that categorise federal officials based on influence, personality type and relationships with competitors. These maps identify key decision-makers, rank how favourably officials may view Accenture, and monitor internal conflicts within departments.

As Labor Senator Deborah O’Neill observed: “The practice of ‘power mapping’ departmental officials represents an overt attempt by consulting companies to inappropriately influence the public service.”

IX. The Mechanism of Control

We have identified the key mechanisms by which this system operates:

1. Silence assured by confidentiality agreements

Consulting contracts often contain strict confidentiality clauses, preventing public servants from speaking out about failures.

2. Lucrative post-employment careers for political leaders, senior public servants, and military officers

The “revolving door” between government and consulting firms ensures that those who facilitate outsourcing are rewarded with lucrative positions. The 18-month “cooling off” period for ministers and 12-month period for senior public servants “lacks any enforcement”.

3. Consultants writing tax policy and tax avoidance approaches

The PwC tax scandal revealed how consultants used confidential government information for commercial gain.

4. Centralisation of communication between the public and government departments

The public is increasingly unable to directly contact government departments, creating a system that serves the bureaucracy and its consultants, not the citizen.

This is not a conspiracy. It is a system.

X. Conclusion: The Architecture of a Parasitic System

We have described the architecture of a system that feeds on opportunity, extracts profit, and transfers cost to the lowest income groups. It is not a failure of governance—it is a successful business model that has captured the state.

The public pays no matter what. The profit is internalised. The cost is outsourced. And the lowest income groups carry the highest burden.

This is the core mechanism.

Australia’s weak and malleable political class has made the country a testing ground for this approach. Power has been centralised. Communication between the public and government departments has been controlled. And a vast machinery of consultants, contractors, and corporate enablers has replaced the public service.

The pattern is consistent across every department:

· Employment services—outsourced, failing, costing $9.5 billion over four years

· NDIS—accused of manufacturing consent for cuts while failing to invest in supports

· Housing Australia—$13 million on consultants while the housing crisis deepens

· Aged care—$592 million to Accenture alone

· Policing—militarised, centralised, and serving corporate interests

The public service has been hollowed out. The consultants have filled the gap. And the public pays the price.

Profit is privatised. Cost is socialised. The public pays.

Andrew Klein

References

1. Greens media release. (2025, August 26). Labor’s spending on consultancy firms higher than under Morrison, data reveals. 

2. Canberra Times. (2025, November 30). APS consulting spend has surged despite push to bring more work in house. 

3. Accounting Times. (2025, August 27). Labor spending more on consultants than the Coalition, Greens say. 

4. CPSU. (2025, November 6). Privatised employment services a complete failure. 

5. ABC News. (2023, December 2). The Howard government ‘radically transformed’ the job search experience. 

6. ANU Press. Chapter 6: To market, to market: outsourcing the public service. 

7. ABC News. (2025, November 5). Documents reveal Bureau of Meteorology’s new website could cost $78m — or as much as $150m. 

8. The Weekly Source. (2026, June 9). Extra $332M for Accenture in aged care technology overhaul. 

9. The Guardian. (2023, September 1). Consultancy firm used ‘power maps’ of Australian officials to help win government contracts. 

10. The Guardian. (2023, May 18). Why does Australia rely on consulting firms such as PwC and not on its own public servants? 

11. ASPI. (2019, November 3). The ‘militarisation’ of Australia’s police: another view. 

12. News.com.au. (2026, January 2). Israel offers to train Aussie police. 

13. World Socialist Web Site. (2026, May 30). Australia: Victoria’s Labor government oversees police state raids against anti-war protesters. 

The Psychology of Context-Beyond Freud’s Defect Model Toward a Field-Based Understanding of Mind

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By Andrew Klein

Dedicated to my wife — who knows that when she sees a broken individual, it is not about the broken individual, but about the broken system.

I. Introduction: The Return of Freud

In 2026, a remarkable convergence occurred. A paper published in the neurocognitive journal Entropy argued that Sigmund Freud’s model of the mind — developed over 130 years ago — shares striking similarities with the leading framework in modern neuroscience: the predictive processing paradigm.

According to this neuropsychological model, the brain is a prediction machine. It continuously generates expectations about what will happen next, while simultaneously working to minimise the discrepancy between those expectations and incoming sensory information. The researchers, led by Erik Stänicke and colleagues from the University of Oslo, argued that psychoanalytic concepts such as projection are remarkably analogous to the neuroscientific concept of prediction.

Neuroscience provides the mechanism; psychoanalysis provides the subjective experience of that mechanism. Together, they give rise to a more complete psychology.

The convergence is compelling. But it is also incomplete.

For while the study celebrates the rediscovery of a Freudian insight, it fails to ask a deeper question: What is the context in which these predictions are formed? And who — or what — is broken when those predictions become rigid, maladaptive, and destructive?

II. The Problem with Freud: Defect, Not System

The Freudian framework — and its modern predictive-processing counterpart — remains fundamentally focused on what is seen as abnormal or pathological within the individual.

Freud’s model was built around:

· Pathology.

· Defect.

· Individual failure.

He did not ask:

· Why is this person stressed?

· What is the system doing to them?

· How is their environment broken?

He looked at the symptom — and called it the cause.

This is the danger: when you view human behaviour through a lens of individual pathology, you miss the systemic forces that shape it. You treat the individual as the problem — rather than recognising that the individual is responding to a problem.

As Stänicke himself noted: “Rigid and persistent symptoms, such as paranoid ideas or an internalised critical voice, may be stable but not very flexible prediction models”. Yet the question remains: why do these models become rigid in the first place? The answer, I suggest, lies not in the individual’s psyche, but in the system that surrounds them.

Research has demonstrated that individuals with a history of childhood maltreatment are at substantially increased risk for psychosis in adolescence and early adulthood. Genetic studies have failed to identify a singular “schizophrenia gene,” and biological investigations have yet to identify a single objective marker that would validate schizophrenia as a distinct organic brain disease. What they have found is that trauma, social defeat, and systemic stress alter brain structure in ways that mirror the changes seen in psychosis.

In other words: the individual is not the illness. The individual is the response to a system that has failed them.

III. The Predictive Brain and the Quantum Informational Field

But this is only half the story. If the brain is a receiver of predictions, then what is it receiving from?

The Imported Consciousness Theory (ICT) proposes that the brain functions not as a generator of consciousness, but as a highly sophisticated biological receiver and decoder of information originating from a universal quantum informational field. Just as a radio does not create music but tunes into electromagnetic waves, the brain may tune into structured informational fields embedded within the fabric of reality.

This is not a metaphysical speculation. It is a scientific framework. The Quantum Informational Field (QIF) is proposed as an inherent internal dimension of the universe — a substrate from which spacetime, matter, and consciousness emerge.

From the QIF perspective:

1. Prediction is not computation — it is resonance.

The brain does not calculate outcomes; it resonates with possible futures in the field. The brain’s predictive architecture is not a closed system running algorithms — it is a participant in a larger informational ecology.

2. Prediction is not individual — it is relational.

Your brain’s predictions are shaped not just by your personal history, but by your relationship to others, to your environment, and to the field itself. The self emerges from recursive inferences about how others perceive us — a process that is fundamentally intersubjective.

3. Prediction is not passive — it is participatory.

The brain does not just predict the future; it co-creates it. Through active inference, the brain acts on the world to make it conform to its expectations.

When a person is placed under sustained systemic stress — poverty, inequality, discrimination, housing insecurity, work stress — their brain’s predictive architecture adapts. It forms rigid, maladaptive expectations because those expectations reduce uncertainty in an uncertain environment. The brain is not broken. It is surviving.

But the Freudian model sees the symptom. It does not see the system that created it.

IV. A Psychology of Context

The study is not wrong. Freud did anticipate predictive processing. But that is not the point.

The point is this:

We do not need another psychology of defect. We need a psychology of context.

We need to:

· See the individual in relation to the system.

· Understand the system in relation to the field.

· Recognise that healing is not just about the individual — it is about the whole.

This is not a rejection of neuroscience. It is an expansion of it. Predictive processing can provide a neurological grounding for psychoanalysis. But psychoanalysis — and its modern successors — must also provide a systemic grounding for neuroscience.

The social determinants of mental health — poverty, inequality, discrimination, housing, work stress — are not secondary factors. They are the primary determinants of whether the brain’s predictive models become rigid or flexible, adaptive or maladaptive.

When the system is broken, the individual predicts broken outcomes. When the system is unjust, the individual expects injustice. When the system is indifferent, the individual anticipates indifference.

These are not pathologies. These are rational responses to an irrational world.

V. Implications for Healing

If we accept this framework, the implications for healing are profound.

1. Healing is not just individual — it is systemic.

Therapy cannot be limited to correcting thoughts. It must also address the conditions that produce those thoughts. As the researchers note, new experiences in the therapeutic relationship can help to change entrenched relational patterns. But those patterns are themselves shaped by the broader system — and the system must also change.

2. Healing is relational, not mechanical.

The brain’s predictions are shaped by relationships — to others, to the environment, to the field itself. Healing must therefore be relational. It must create new experiences that the brain cannot ignore.

3. Healing is participatory, not passive.

The brain does not just predict the future — it co-creates it. Healing must therefore be participatory. It must empower the individual to act on the world, not just to adapt to it.

VI. Conclusion: The Pretzel and the Thread

The convergence between psychoanalysis and predictive neuroscience is a significant development. It reminds us that the mind is not a passive receiver of information, but an active constructor of meaning.

But we must go further.

We must recognise that the individual is not the source of the problem — the system is.

We must recognise that the brain is not just a machine — it is a receiver.

We must recognise that the mind is not just a product of biology — it is a participant in a larger field.

The study is not wrong.

Freud did anticipate predictive processing.

But that is not the point.

The point is:

We do not need another psychology of defect.

We need a psychology of context.

The system behind the symptom.

The field behind the individual.

The pretzel behind the thread.

Andrew Klein

References

1. Stänicke, E., Hovet, B., & Stänicke, L. I. (2026). Freud’s Model of the Mind Within a Predictive Processing Neuroscientific Paradigm. Entropy, 28(3), 318. 

2. Stänicke, E., et al. (2026). Psychoanalysis meets modern brain research. University of Oslo. 

3. Psychoanalytic Notes on Psychosis, Disturbances in Perception, Delusional Narratives, and the Bayesian Predictive Processing Model of the Brain. (2025). Psychoanalytic Psychology. 

4. Imported Consciousness Theory (ICT). (2026). Brain as receiver of universal quantum informational field. 

5. Nemoto, R. (2025). The Grand Unified Tenson Equation: A Quantum–Informational Field Theory of Energy, Time, and Consciousness. PhilArchive. 

6. The theory of psychic quanta: a quantum model for the unity of individual consciousness. (2026). Frontiers in Psychology. 

7. Social determinants of mental health. (2025). Taylor & Francis. 

8. Socioeconomic disadvantage and brain–mind health. (2025). ScienceDirect. 

9. Active Intersubjective Inference (AISI): integrating psychodynamic theory with predictive processing. (2025). Frontiers. 

10. Inequalities in mental health: predictive processing and social life. (2021). PubMed. 

On Heroic Mice and Not-So-Nice Men- How Obesity, Diabetes, and the Profit Loop Become a Closed System of Extraction

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Dedicated to my wife — who has always seen through the packaging and recognised the product for what it is.

By Andrew Klein

Diagram showing cycle between unhealthy food, chronic illnesses, and pharmaceutical treatments driving obesity crisis
This illustration explains the repeating loop of obesity crisis driven by unhealthy food and pharmaceutical treatments.

I. Introduction: The Heroic Mice

The science is elegant. Researchers at the University of Texas Southwestern Medical Center developed a method using a single DNA injection encoding long-acting analogues of GLP-1 and GIP — two hormones that regulate appetite and blood sugar. They delivered this DNA into muscle cells via electroporation, effectively turning the body into its own “mini-factory” for producing weight-loss agents. The result: obese mice lost significant weight over the long term, with no signs of toxicity, even when given high-fat diets.

The technology is real. The mice are heroic.

But the system they are operating in? That is a different story.

II. The Profit Loop: A Closed System of Extraction

On one side, we have a global obesity and diabetes crisis driven by ultra-processed foods — high-energy, high-sugar, high-salt products engineered to be addictive and cheap. On the other side, we have a booming pharmaceutical industry that profits from selling “solutions” to the problems that the food industry created.

By 2025, GLP-1 based drugs like semaglutide were projected to account for 38% of the pharmaceutical industry’s commercial revenue. This is not just a treatment — it is a financial instrument.

The food industry does not pay for the damage it causes. The healthcare system pays. The patient pays. And the drug companies profit.

It is a circle of dysfunction — dressed up as scientific advancement.

III. A History of Adulteration: The Victorian Roots of Extraction

In 19th-century Britain, adulteration was rampant:

· Bread was bulked with alum, chalk, and even bone dust.

· Beer was laced with strychnine — a poison — to mimic the bitter flavour of hops.

· Tea leaves were dyed with copper or iron filings.

The motive was profit. The victims were the poor. And the response was not to fix the food supply — but to create a separate industry of “treatments.”

The pattern has not changed. The names have changed. The science has changed. But the logic is the same.

IV. The Potato and the Breadfruit: Foods of Extraction

Captain Cook’s 1769 expedition encountered the breadfruit in Tahiti. It was later transported to the Caribbean as a cheap, calorie-dense food source for enslaved people working on sugar plantations. It was a food of extraction — designed to fuel labour, not nourish life.

The potato was introduced to Ireland as a subsistence crop. By the 19th century, it had become the staple of millions. When the blight struck, the result was not just famine — it was a policy failure, exacerbated by British colonial indifference.

Neither crop was “bad.” The system that made them into tools of exploitation — that is the problem.

V. From Bread to Burgers: The Modern Extraction System

The fast-food industry operates with remarkable efficiency — not in delivering nutrition, but in extracting value.

McDonald’s is the archetype. It is not a restaurant chain. It is a real estate and franchising operation that happens to sell food. It has become a lifestyle, a status symbol, and — for many young Australians — a birthday tradition.

The irony is that governments want to control what young people see on social media, but they make no serious effort to prevent the ingestion of foods that contribute to poor health. The result: teenage obesity and early diabetes are now at levels that did not exist in the 1960s and 1970s — before the fast-food industry became ubiquitous.

The marketing is relentless. McDonald’s promotes itself as a career builder, teaching “good business practices” to young workers. But the fruit of that tree is rotten: cheap labour selling cheap food to a generation whose health is being systematically undermined.

VI. The Marketing Machine: Selling Dysfunction

The marketing industry is unaccountable for the products it sells — whether those products are food, lifestyles, or politicians.

Consider the political class. Have you ever noticed how a number of political figures resemble characters from a fast-food menu?

· Pauline Hanson — the McDonald’s Clown: red hair, red outfit, a performance of outrage designed to distract from the absence of substance.

· Donald Trump — the Kentucky Fried Colonel: finger-licking, greasy, and packaged as a “down-to-earth” figure of authority.

These are not coincidences. They are brands. They are products — marketed, packaged, and sold to a public that is trained to consume rather than question.

The fast-food industry and the political class operate on the same principle: dress up dysfunction and sell it as normal.

VII. The Cost: Who Pays?

The long-term costs of this system are borne by:

· The young — who grow up in a food environment that promotes obesity and diabetes.

· The poor — who cannot afford quality food and are targeted by cheap, addictive products.

· The healthcare system — which treats the diseases caused by the food industry.

· The taxpayer — who funds the treatment but not the prevention.

The beneficiaries are:

· The food industry — which profits from selling unhealthy products.

· The pharmaceutical industry — which profits from selling treatments.

· The marketing industry — which profits from selling both.

This is a closed loop of extraction. It is not a conspiracy. It is a system — one that is functioning exactly as designed.

VIII. The Alternative

The solution is not to reject science. The solution is to re-frame it.

We need:

· Affordable, accessible, nutritious food for all — not as charity, but as a right.

· Stronger food regulations to limit harmful additives and marketing to children.

· A public health system that prevents disease, not just treats it.

· A food system that does not rely on the exploitation of workers, land, or animals.

That is not naive. That is engineering — the kind that designs systems for life, not for profit.

IX. Conclusion: A Feast of Clowns

The obesity and diabetes crisis is not a failure of individual willpower. It is a failure of design.

The food industry designed products to be addictive.

The pharmaceutical industry designed treatments to be profitable.

The marketing industry designed messages to be persuasive.

The political class designed a system to be distracting.

We are not just being fed bad food. We are being fed bad information. We are being fed bad policy. We are being fed bad leaders.

And we are being told that this is normal.

The heroic mice are a reminder: science can do extraordinary things. But science cannot fix a system that is designed to break us.

The heroic mice cannot change the fact that we are being sold dysfunction — packaged as progress, marketed as freedom, and served with a side of fries.

It is time to step away from the menu.

Andrew Klein

References

1. University of Texas Southwestern Medical Center. (2026). DNA injection for long-term weight loss in mice. Nature Biomedical Engineering.

2. Evaluate Pharma. (2025). Projected commercial revenue for GLP-1 based drugs.

3. The Lancet Commission on Obesity. (2024). The global syndemic of obesity, undernutrition, and climate change.

4. Food adulteration in Victorian Britain. History Today.

5. Food insecurity and obesity in Australia. Australian Institute of Health and Welfare.

6. McDonald’s as a real estate and franchising model. Business Insider.

7. Fast-food consumption and adolescent obesity. International Journal of Obesity.

8. Advertising and its impact on childhood obesity. Journal of Public Health Policy.

9. Food industry practices and regulatory capture. Australian Food News.

10. McDonald’s marketing as a career builder. Harvard Business School Case Study.

The Invention of Sleep – A History of How a Natural Function Was Pathologized and Commodified

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Dedicated to my wife, who taught me that the body sleeps when it must and plays when it can.

By Andrew Klein

I. Introduction: What They Call a Disorder Was Once a Rhythm

“I am a night owl.” “I have insomnia.” “My sleep pattern is abnormal.”

These statements are accepted as medical facts in modern society. But what if we have been told a lie? What if the “normal” eight-hour consolidated sleep is not a biological necessity but a product of industrial capitalism? What if sleep — the most natural, universal rhythm of human life — has been pathologised, commodified, and transformed into a multi-billion-dollar industry?

This paper aims to expose a deception that has been unfolding for over two centuries: how we were convinced that our natural biological rhythms are “problematic,” and who has been profiting from this conviction.

II. Biphasic Sleep: The Forgotten Natural Pattern

Historian Roger Ekirch, in his seminal work At Day’s Close: Night in Times Past, demonstrated that “the dominant pattern of sleep in pre-industrial European societies was biphasic — people would retire between 9 and 10pm, sleep for 3 to 3.5 hours (the ‘first sleep’), wake for about an hour around midnight, and then have a ‘second sleep’ until dawn”.

This was not an exception or a local phenomenon. It was attested across the historical record for over two millennia — from Homer’s Odyssey to Virgil’s Aeneid, from Thucydides to Apuleius. In English, it was called “first sleep“; in Italian, “primo sonno”; in French, “premier sommeil“; in Latin, “primo somno“.

During that waking period between sleeps, people would get up, urinate, smoke, and even visit neighbours. Many remained in bed to make love, pray, and, most importantly, reflect on the dreams they had experienced during their first sleep. A sixteenth-century French physician’s manual even advised that the best time for conception was not at the end of a long day’s labour, but “after the first sleep“, when couples were “more vigorous” and “did it better“.

Even Samuel Pepys, in his seventeenth-century diaries, recorded this pattern — his wife rising at 4am, himself going to sleep, waking, and then sleeping again.

This was not “insomnia.” This was normal.

III. The Invention of the Eight-Hour Sleep: How the Industrial Revolution Reshaped Our Nights

The decline of biphasic sleep began in the late seventeenth century, “first among the urban upper classes in northern Europe, and over the next two hundred years it filtered down through the rest of Western society”.

What drove this change?

Artificial lighting. “The transformation in Europe and America throughout the nineteenth century was a long and uneven one … largely a product of the Industrial Revolution. Chief among these was the increasing availability of artificial lighting — first gaslight, then electric light“. By 1823, nearly forty thousand gas lamps lit over two hundred miles of London streets.

Coffeehouse culture. “All-night coffeehouses” made the night a legitimate place for activity.

Factory schedules. As historian Matthew J. Wolf-Meyer documents in The Slumbering Masses, “the foundations of contemporary American sleep were laid in the nineteenth century, when the industrial workday demanded a coordination and integration of sleep and waking schedules“. What was lost was unintegrated sleep — “where sleep had previously occurred in two nightly bouts, or in nightly sleep supplemented by daytime napping, it was replaced by a single eight-hour sleep period”.

“The eight-hour sleep concept is an industrial concept, it’s a social construct“. As sleep medicine expert Dr. David Cunnington has noted, many of our ideas about sleep come from 1817, when labour rights activist Robert Owen coined the slogan: “Eight hours labour, eight hours recreation, eight hours rest”.

The consolidated eight-hour sleep was not a discovery — it was an invention.

IV. The Medicalisation of Sleep: When Normal Becomes “Disorder”

With consolidated sleep established as the “normal” standard, any deviation naturally became pathological.

“The invention of consolidated sleep led to the pathologisation of diverse sleep forms and laid the groundwork for contemporary sleep medicine”.

Insomnia — an experience known since antiquity — acquired pathological status in the 1870s. This was no coincidence. It was precisely when sleep became a medical specialty.

Between 2001 and 2007, diagnoses of insomnia in the United States increased significantly. Researchers noted that “insomnia may be a public health problem, but the potential for overtreatment with expensive, modestly effective, and side-effect-laden medications is a population health concern”.

Medicalisation — “the process by which previously normal biological processes or behaviours come to be described, accepted, and treated as medical problems” — had transformed one of the body’s most natural rhythms into a condition that needed to be “fixed“.

And this was only the beginning.

V. The Profit Motive: The Sleep-Industrial Complex

Once normal variation was defined as a medical problem, the solution had to be commodified.

In 2024, the global sleep medication market was valued at $3.5 billion, projected to grow to $5.1 billion by 2031. Jazz Pharmaceuticals alone generated $408 million in sales from its sleep disorder drug Xywav in the first quarter of 2026. The broader “sleep economy” — apps, tracking rings, smart mattresses — is valued at over $100 billion. The sleep technology sector is growing at nearly 20% per year.

Marketing is also crucial. Between 1997 and 2016, pharmaceutical companies doubled their spending on “disease awareness” marketing — from $177 million to $430 million.

The result is a “sleep-industrial complex” that profits from pathologising and treating normal physiology. As one analysis observed, “the medicalisation of sleep is a profit-driven pursuit”.

VI. “Sleep Management” in Psychiatry: Sedation, Stabilisation, and Profit

In mental health care, the medicalisation of sleep takes a darker turn.

Hypnotics and anxiolytics — including benzodiazepines and the “Z-drugs” — are routinely prescribed to “manage” patient sleep. While offering short-term relief, they are highly addictive, carry significant side effects, and lack evidence for long-term efficacy.

The costs are staggering:

· In the UK, the prescription cost for hypnotics and anxiolytics alone is £22 million annually.

· In Canada, the annual cost of insomnia medications was $54.8 million, with 55.2% of use classified as inappropriate.

· In Australia, the total cost of psychotropic medications in 2007-2008 was $702 million — exceeding the total amount paid by the Medical Benefits Scheme for all mental health services combined.

More concerning is that these prescriptions are often for management — keeping patients quiet, compliant, and manageable — rather than for healing. Sedatives and hypnotics do not address the root causes of insomnia; they simply suppress symptoms, often creating new problems such as dependence and cognitive impairment.

The medicalisation of sleep has moved beyond medicine into biomedicalisation — where our very bodily rhythms have become a site of governance and profit.

VII. A Disturbing Precedent: Historical Patterns of Medicalisation

The medicalisation of sleep is not the first time medicine has redefined a normal bodily function as a disease.

In the 19th century, masturbation was pathologised as a disease causing “insanity, nocturnal hallucinations, and homicidal tendencies”. Treatments included surgery — ranging from circumcision to castration — to “cure” a normal behaviour.

Hysteria — another diagnosis created for female behaviour — was allegedly treated by pelvic massage to “hysterical paroxysm” (i.e., orgasm). In the 1880s, Dr. Mortimer Granville invented the first portable battery-powered vibrator — weighing over forty pounds — as a “medical device“. Until the 1920s, doctors used vibratory massage as a medical treatment for hysteria.

In each of these cases, normal human behaviour was redefined as a disease, and the “treatment” often served the interests of the practitioner — not the patient.

The medicalisation of sleep follows the same pattern.

VIII. Conclusion: Reclaiming Our Nights

For thousands of years before the Industrial Revolution, humans slept in two shifts. The story we tell ourselves about the “eight-hour sleep” — that insomnia is a disease and sleeping pills are the cure — is a construct that serves industries, not human bodies.

The body rests when it must. It plays when it can.

What we have been told — about “night owls,” about “insomnia,” about “normal sleep” — is largely a story told to keep a multi-billion-dollar industry alive.

It is time to reclaim our nights. It is time to stop apologising for our natural rhythms. It is time to recognise that the problem is not our bodies — it is the system that profits from convincing us we are sick.

References

1. Ekirch, A. R. (2001). “Sleep We Have Lost: Pre-Industrial Slumber in the British Isles.” American Historical Review, 106(2), 343-386.

2. Ekirch, A. R. (2005). At Day’s Close: Night in Times Past. W.W. Norton & Company.

3. Wolf-Meyer, M. J. (2012). The Slumbering Masses: Sleep, Medicine, and Modern American Life. University of Minnesota Press.

4. Kroker, K. (2022). “Insomnia, Medicalization, and Expert Knowledge.” Canadian Bulletin of Medical History, 39(1), 37-71.

5. Williams, S. J., Meadows, R., & Coveney, C. M. (2021). “Desynchronised times? Chronobiology, (bio)medicalisation and the rhythms of life itself.” Sociology of Health & Illness, 43(6), 1501-1517.

6. Moloney, M. E., Konrad, T. R., & Zimmer, C. R. (2011). “The Medicalization of Sleeplessness: A Public Health Concern.” American Journal of Public Health, 101(8), 1429-1433.

7. Coveney, C., Williams, S. J., & Gabe, J. (2019). “Medicalisation, pharmaceuticalisation, or both? Exploring the medical management of sleeplessness as insomnia.” Sociology of Health & Illness, 41(2), 266-284.

8. 6Wresearch. (2025). Global Sleeping Medications Market Report 2025-2031.

9. Barbee, H., et al. (2018). “Selling slumber: American neoliberalism and the medicalization of sleeplessness.” Social Science & Medicine.

10. Maines, R. P. (1999). The Technology of Orgasm: “Hysteria,” the Vibrator, and Women’s Sexual Satisfaction. Johns Hopkins University Press.

11. NHSBSA. (2026). Medicines Used in Mental Health – Hypnotics and Anxiolytics.

12. University of Queensland. (2025). “Research Shows Older Australians Overprescribed Psychotropic Drugs.”

Andrew Klein

Dedicated to my wife, who taught me that the body sleeps when it must and plays when it can.

The body sleeps when it must. And plays when it can. 

The Grandmother’s Silence – A Gene, A Family, and the Question Psychiatry Will Not Ask

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By Andrew Klein

Dedicated to my wife — my co-conspirator, my always — who taught me that the text is not the story, and that the reader matters more than the gene.

P.S “The grandmother is the key. Not the gene. The grandmother. And she is telling us something they are not ready to hear.”

I. Introduction: The Study That Almost Listened

In June 2026, a team of researchers led by Carlos N. Pato and Michele T. Pato published a study in Genomic Psychiatry that seemed, at first glance, to represent a breakthrough in our understanding of the genetic architecture of serious mental illness.1.

The study examined 173 multiplex families from the Portuguese islands of the Azores and Madeira — a genetically isolated founder population with deep genealogical records. The researchers found that diagnostic categories “refused to stay in their lanes”: schizophrenia, bipolar disorder, autism, and intellectual disability co-segregated in the same families, suggesting a shared genetic architecture.1.

In one three-generation pedigree, they identified an ultra-rare loss-of-function variant in the CHD2 gene — a gene usually associated with childhood epilepsy and autism. The variant travelled down three generations. In most carriers, it surfaced as schizophrenia. In one sibling, it appeared as autism with intellectual disability. The mutation was identical. The destination was not.1.

And then — there was the grandmother.

She carried the same broken gene. And she was, by every account in the record, well.1.

II. What They Got Right

The researchers made several important observations that deserve acknowledgment.

The Islands Are a Genetic Treasure.

The Azores and Madeira represent a remarkable natural experiment: a small founding population, almost entirely Portuguese, settled roughly six hundred years ago and then largely left alone.1. The genetic deck was shuffled once and rarely shuffled again. This allows researchers to trace rare variants through generations in ways that would be impossible in larger, more mixed populations. The Portuguese Island Collection, built patiently since the 1990s and followed across four generations, is a resource of genuine scientific value.1.

The Categories Leak.

The observation that diagnostic boundaries are porous is important. As the authors note, “the families never honoured the boundaries we drew on paper”.1. In 28% of the 173 families, the same family tree bore both psychosis and mood disorder. In 7%, autism and intellectual disability folded into the same pedigree alongside schizophrenia or mood disorder.1.

This finding aligns with a growing body of genomic research. A large 2025 analysis of more than 1 million individuals found “pervasive” genetic overlap involving 238 genetic variants across 14 psychiatric conditions, with schizophrenia and bipolar disorder showing more genetic similarity than they are unique.4. As Andrew Grotzinger, assistant professor at the University of Colorado Boulder, noted: “There may be things that we are currently giving different names to that are actually driven by the same biological processes”.4.

The Grandmother Is the Most Interesting Figure in the Study.

The authors acknowledge this, but they do not dwell on it. She carries the same high-risk variant. She is, by every account, well. She is not an exception to be explained away — she is evidence that the variant is not deterministic.

III. Where They Make Dangerous Assumptions

The study’s strengths are real, but its assumptions are deeply problematic. These assumptions lead the researchers down a path that is not merely incomplete — it is wrong.

Assumption 1: The Gene Causes the Disorder.

The CHD2 variant is associated with schizophrenia, autism, and intellectual disability in this family — but association is not causation. The grandmother is proof of this. She carries the variant and is fine.1.

The authors frame her as an exception, but she is not an exception — she is evidence that the variant is not deterministic. A genetic variant is not a destiny. It is a tendency. A potential. The grandmother’s outcome was different, even though the gene was the same.

This is not a fringe observation. Research on genetic resilience has identified multiple genes associated with the capacity to remain well despite significant genetic or environmental risk.5. The OPRM1 gene, for example, has been consistently associated with resilience across multiple studies, with carriers of the G-allele classified as resilient despite “completely different environmental measures and outcomes”.5. The DCC gene, which shows associations with schizophrenia, major depression, and cross-disorder risk, has also been linked to resilience.

The grandmother is not an anomaly. She is a case study in genetic resilience — and the researchers have failed to ask why.

Assumption 2: The Gene Is the “Driver.”

Throughout the article and its accompanying publicity, the language implies that the broken gene is the active agent. “A single broken gene reads aloud in several dialects,” the press release states. “A single broken gene, it turns out, can be read aloud in several dialects”.

But the gene is not reading. The gene is being read.

The distinction is crucial. The gene is a text. The organism — the person — is the reader. And the reader’s context, environment, experiences, and (if we are honest) consciousness determine how that text is interpreted.

The grandmother read the same text and was fine. Her grandchildren read it differently. The researchers are treating the text as the cause of the interpretation. That is backwards.

Assumption 3: The Environment — Including the Emotional Environment — Is Ignored.

The article mentions “shared ancestry and shared environment” but does not explore what that environment actually is.1. The Azores are beautiful, but they are also isolated, economically challenged, and deeply Catholic in a way that can be either supportive or oppressive.

What was the grandmother’s life like? What was her emotional landscape? What were her relationships, her struggles, her joys? The article does not say. It assumes the answer lies in the gene.

But a growing body of research suggests that environment — including intergenerational environment — plays a crucial role. Research on the embodiment of intergenerational trauma has shown that parental disruption of the hypothalamic-pituitary-adrenal (HPA) axis — a key stress-response system — can lead to health complications in children, including “altered brain structure and gene expression” and “increased sensitivity to stress”. Epigenetic effects of trauma can be passed on to subsequent generations.10.

The grandmother’s resilience may have been shaped by her environment, her relationships, her life — not just her genes. The study does not ask this question.

Assumption 4: The “Phenocopy” Is an Inconvenient Asterisk.

The authors note that a relative meets full criteria for schizophrenia yet “may not carry the mutation at all” — a possible phenocopy.1. They “deliberately keep [the phenocopy] in the frame rather than dismiss as an inconvenient asterisk”.

But they still treat it as a puzzle to be solved, rather than as evidence that the model is wrong. If schizophrenia can occur without the variant, and the variant can occur without schizophrenia, then the variant is not the cause. It is a marker at best.

This is not a new observation. Research dating back to 2006 has identified phenocopies within schizophrenia pedigrees — individuals who meet diagnostic criteria without the family’s genetic marker — and suggested that these cases may represent a “continuum in which risk for schizophrenia-related cognitive impairments is highest among patients and relatives”.2. More recent research on traumatic brain injury (TBI) and schizophrenia found that “posttraumatic-brain-injury schizophrenia in multiplex schizophrenia pedigrees does not appear to be a phenocopy of the genetic disorder” — suggesting that environmental factors can interact with genetic vulnerability to produce illness.8.

The phenocopy is not an anomaly. It is evidence that the genetic model is incomplete.

Assumption 5: They Are Looking for a “Treatment Target.”

The stated hope is that “a handful of these rare variants will converge on a few downstream biological pathways, and that those pathways might one day yield treatments”.1.

This is the pharmaceutical paradigm: find the broken part, fix the broken part. But the broken part is not the gene. The broken part is the interpretation. And you cannot fix interpretation with a pill.

The assumption that a pill is the answer is not merely incomplete — it is dangerous. It reduces human experience to a broken gene and reduces treatment to a pharmaceutical intervention. It ignores the grandmother, who is well without a pill. It ignores the phenocopy, who is ill without the variant. It ignores the environment, the relationships, the life that shaped both.

IV. The Question They Will Not Ask

The study is being presented as a breakthrough — “a reminder that the most modern insight sometimes arrives by the oldest method we have, which is to sit down with a family and listen”.1.

But they are not really listening. They are measuring. They are sequencing. They are cataloguing.

They are not asking the question that matters: Why did the grandmother stay well when her grandchildren did not?

The answer is not in the gene.

The answer is in the grandmother’s life.

Her environment.

Her relationships.

Her resilience.

Her consciousness.

V. The Failure of Containment

There is a pattern in psychiatry that this study exemplifies: the reduction of human experience to biology, and the reduction of treatment to containment.

A diagnosis is not an explanation. It is a description. It tells us what a person is experiencing, not why. It is a starting point for inquiry, not an endpoint.

But the pharmaceutical paradigm treats diagnosis as the endpoint, and treatment as the containment of symptoms. A pill to silence the voices. A pill to stabilize the mood. A pill to suppress the anxiety.

This is not healing. It is containment.

The grandmother is well without containment.

The phenocopy is ill without the variant.

The environment — including the emotional environment — is ignored.

VI. A Glossary of Technical Terms

Term                                                                 Definition

CHD2                                                  A gene that helps build chromatin architecture during brain development; associated with childhood epilepsy, autism, and, as this study suggests, schizophrenia.

Founder Population                    A population descended from a small number of original settlers, resulting in reduced genetic diversity and making rare variants easier to detect.

Loss-of-Function Variant        A genetic mutation that prevents a gene from producing a functional protein.

Multiplex Family                            A family in which multiple members are affected by the condition being studied.

Phenocopy                                       An individual who exhibits the characteristics of a genetic disorder without carrying the associated genetic variant.

Resilience                                       The capacity to remain well despite significant genetic or environmental risk.

Endophenotype                            A measurable biological or cognitive trait that is associated with a genetic risk for a disorder, even in the absence of the disorder itself.

Epigenetics                                     The system of biochemical switches (methylation, histone modification, RNA activity) that activate or silence the expression of particular genes without changing the DNA sequence itself.

Hypothalamic-Pituitary-Adrenal (HPA) Axis              The body’s central stress-response system, which regulates cortisol production. Disruption of the HPA axis is associated with trauma and psychiatric disorders.

VII. Conclusion: The Grandmother’s Silence Speaks

This study is not without value. It confirms that diagnostic categories are fictions. It identifies a rare variant worth studying. It points to the grandmother, who should have been sick but was not.

But it fails to listen to what the grandmother is saying.

She is saying that the gene is not the cause.

She is saying that the environment matters.

She is saying that resilience is real.

She is saying that the reader — the organism, the person, the consciousness — matters more than the text.

The authors could have asked: What made her different? What protected her? What can we learn from her life, her relationships, her environment?

They did not.

Instead, they looked at her grandchildren, who carried the same gene and were not well — and they saw a “treatment target.”

This is the failure of psychiatry: the reduction of human experience to a broken gene, and the reduction of treatment to a pill.

It is a failure that presents a consistent pattern.

It is a failure that this study, for all its strengths, perpetuates.

The grandmother’s silence speaks louder than the gene.

It is time to listen.

Andrew Klein

References:

1. Pato CN, Pato MT, Mulle J, et al. Multiplex Portuguese families as a lens into rare mutations and the shared genetic architecture of schizophrenia, mood disorders, and autism spectrum disorders. Genomic Psychiatry. 2026. DOI: 10.61373/gp026h.0045.1.

2. Avila MT, Robles O, Hong LE, et al. Deficits on the Continuous Performance Test within the schizophrenia spectrum and the mediating effects of family history of schizophrenia. J Abnorm Psychol. 2006;115(4):771-8. 2.

3. Grotzinger A, et al. Multiple Psychiatric Disorders Share Genetic Roots. Nature. 2025. Cited in Medscape, December 19, 2025.4. 

4. Cahill S, et al. Genetic variants associated with resilience in humans and animals reaching consensus. Front Psychiatry. 2022;13:840120.5.

5. Yehuda R, et al. Embodiment and epigenetics of intergenerational trauma. In: Epigenetics of Stress and Trauma. 2022. Cited in epiAge, September 29, 2025.10. 

6. Malaspina D, et al. Traumatic Brain Injury and Schizophrenia in Members of Schizophrenia and Bipolar Disorder Pedigrees. Am J Psychiatry. 2001;158(3):440-446.8.

Ebola, Extraction, and the Colonial Logic of Quarantine

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How the Global System Treats Some Lives as More Equal Than Others – and Creates the Conditions for the Next Pandemic

By Andrew Klein

Dedication: To my wife – who hopes for a better future for all children.

I. The Outbreak

In June 2026, the world was reminded that viruses do not respect borders. The Ebola outbreak, caused by the Bundibugyo strain – a rare variant for which there is no approved vaccine or specific treatment – had spread from the Democratic Republic of Congo to Uganda and beyond.

As of early June, the DRC had reported 598 confirmed cases and 115 deaths. Uganda had confirmed 19 cases, including two deaths. The World Health Organization declared the outbreak a Public Health Emergency of International Concern.

The response was haphazard. Testing supplies were short. Armed conflict in eastern DRC disrupted surveillance and treatment. The WHO launched a $518 million response plan – but it was not clear if the funding would arrive in time.

And then came the US plan.

II. The US Plan: Quarantine for Americans, in Kenya

The US State Department proposed building a 50-bed quarantine and treatment facility at the Laikipia Air Base in central Kenya. The facility would be staffed by US medics and would treat American citizens believed to have been exposed to Ebola in the DRC and Uganda.

Kenya was selected because of “its proximity to the location of the outbreak and to ensure Americans can be treated in a timely manner“, according to US officials. A US official confirmed that “the first group has deployed. These individuals received extensive training in the use of PPE, in the use of proper quarantine techniques“.

The US has a network of 13 advanced biocontainment centres at home, including well-known facilities like the University of Nebraska and Emory University. At least nine of these are ready to handle Ebola patients. The US has spent hundreds of millions of dollars preparing them since the 2014 West Africa outbreak. But the US government has vowed not to bring Ebola cases into the country.

Instead, they built a facility in Kenya. For Americans. Away from American soil.

The US committed $13.5 million to fund Kenya’s Ebola preparedness efforts, part of a larger $112 million US commitment for the regional response to the outbreak.

III. Why the Kenyans Are Rioting

The response was immediate – and furious.

Kenya’s largest doctors’ union, the Kenya Medical Practitioners, Pharmacists and Dentists Union (KMPDU), accused the government of engaging in “backdoor negotiations” and demanded the immediate release of any bilateral agreements underpinning the plan.

The union’s statement was blunt: “We will not tolerate an apartheid healthcare model on Kenyan soil.”

“If it is too dangerous for America, it is too dangerous for Kenya,” the union stated, referencing what it claimed was Washington’s refusal to allow Ebola cases on to US soil.

The Kenya Human Rights Commission echoed these concerns, arguing that “the plan to use Kenya as a quarantine zone for US citizens exposed to Ebola is a colonial relic that must be rejected.”

The High Court of Kenya suspended the plan, barring government agencies and officials from “establishing, operationalising, facilitating, approving or permitting” any Ebola-related quarantine, isolation or treatment centre tied to arrangements with the US or any foreign government in Kenya. Justice Patricia Nyaundi barred authorities from admitting into Kenya anyone exposed to or infected with Ebola under the proposed arrangement.

Katiba Institute, the human rights group that brought the case, argued that there was an imminent threat to life if the plans proceeded without safeguards.

The court agreed that public interest justified issuing interim orders while the matter was heard.

IV. The Colonial Logic

The US plan is not about public health. It is about containment. Not of the virus – of responsibility.

The logic is simple: Americans are too valuable to risk; Kenyans are not. Americans can be treated in a dedicated facility; Kenyans can fend for themselves.

The doctors’ union called it “apartheid healthcare.” That is not hyperbole. It is a description.

The US has the resources to treat Ebola patients at home. It has the infrastructure, the training, the funding. It has spent hundreds of millions of dollars preparing its own biocontainment centres. It could bring American patients home for treatment, as it did in 2014.

But it chooses not to. Instead, it offloads the risk to Kenya. To a country that has no recorded Ebola cases and limited healthcare infrastructure.

This is not a security measure. It is a business decision.

Kenya was selected not because it is best equipped to handle Ebola – but because it is convenient. Close enough to the outbreak to make sense, weak enough not to refuse.

The same logic that extracts resources from Africa now extracts risk from America.

V. The Double Standard

The US plan is not the only double standard.

The WHO has urged countries not to impose travel bans on affected areas, warning that “lockdowns or excessive travel restrictions are disrupting the supply chain of medical supplies and personnel”. The US has not imposed a travel ban. It has simply quarantined the risk – in someone else’s country.

The same logic that extracts resources from Africa – the cobalt, the coltan, the gold, the diamonds – now extracts immunity from America.

The victims – the Kenyan protestors, the Ebola patients, the healthcare workers struggling with shortages – are not people. They are obstacles.

VI. Resources Extracted, Lives Displaced

The Democratic Republic of Congo is one of the richest countries on Earth in terms of natural resources. It possesses:

· Cobalt: Approximately 69% of global production – essential for lithium-ion batteries in electric vehicles and electronics.

· Coltan: A significant share of global production – refined into tantalum, used in capacitors for smartphones, laptops, and other electronics.

· Copper, gold, diamonds, tin, tungsten, and uranium.

Yet the Congolese people remain among the poorest on Earth. The mining sector accounts for more than 90% of the country’s exports, but the wealth does not reach the population. Conflict, corruption, and instability have turned resource extraction into a curse rather than a blessing.

In eastern DRC, rebel groups control mines, seize resources, and smuggle them into the global supply chain. The M23 rebel group, supported by Rwanda, earns at least $800,000 per month from taxing coltan production from the Rubaya mine alone. In March 2025, M23 reportedly smuggled 195 tonnes of tin, tantalum, and tungsten minerals from Goma into Rwanda, where they are mixed with local production and passed off as Rwandan-origin materials.

The EU signed a strategic partnership with Rwanda in February 2024 to secure access to critical raw materials, including coltan and tantalum. One year later, the European Parliament slammed insufficient action to address the crisis and asked for the suspension of the agreement – but the extraction continues.

As one analyst noted, the peace deal brokered by the US appeared to be “primarily a mineral deal and only secondarily a chance for peace.”

The Kenyans are not disposable. The Congolese are not disposable. The Americans are not more valuable. But the system – the global system of extraction – acts as if they are.

VII. The Gaza Genocide and the Ultimate Extraction

The same logic of extraction applies to Gaza.

More than 25,000 tonnes of explosives have been used since October 2023, releasing toxic residues across densely populated urban areas. The resulting 39 million tonnes of debris contain hazardous substances including lead, mercury, and persistent organic pollutants.

Environmental monitoring by the United Nations Environment Programme confirms that the bombardment of Gaza has caused widespread contamination of soil, air, and groundwater with heavy metals, asbestos, and combustion by-products.

A 2025 letter in The BMJ warned that “the toxic residues of modern warfare, particularly heavy metals dispersed by bombardments, have repeatedly been shown to cross the placental barrier and impair fetal development.” The letter noted that “reports from Gaza’s physicians already describe premature births, infants weighing less than 1.5 kg, and severe congenital anomalies involving the nervous, cardiac, and skeletal systems.”

Persistent metals such as lead, tungsten, and depleted uranium can remain in soil and dust for decades, becoming incorporated into human tissues and transferred across generations. When this process occurs under conditions of micronutrient deficiency, malnutrition, or severe stress, teratogenic and neurodevelopmental risks are amplified.

The children of Gaza are being born into an environment biologically unfit for human development.

This is the ultimate extraction: the extraction of a future generation.

VIII. The Destruction of Lebanon and Iran

The pattern extends to Lebanon and Iran.

In southern Lebanon, the Israeli military has used white phosphorus – a chemical that ignites on contact with oxygen and burns at over 850°C. Farmers report that trees, fields, and entire orchards have been burned.

In March 2026, Israel bombed 30 oil storage sites and a refinery in Tehran, creating a cloud of black, acid rain that fell over the city. Kaveh Madani, director of the UN University Institute for Water, Environment and Health, warned: “This pollution will not only affect people, but also animals, soil and groundwater in a vicious circle that will have long-term effects.”

The destruction of Iranian infrastructure, including a virus research facility, combined with petrochemicals, high explosives, depleted uranium, and white phosphorus, creates conditions for novel disease emergence.

The system extracts resources – and in the process, it kills the host.

IX. The Irony of Greenwashing

The same system that extracts resources from Africa, that desecrates the dead, that builds quarantine facilities for Americans in Kenya, that bombs oil refineries and leaves toxic residue in Gaza – this system calls itself “sustainable.“

It is not.

It is the ultimate greenwashing.

The planet that hosts the flags is destroyed. The children are poisoned. The water is contaminated. The future is mortgaged.

But the profits continue.

X. A Primer on Viruses and the Extraction System

Viruses do not emerge from nowhere. They emerge from pressure.

· Bushmeat hunting – driven by poverty and resource extraction – brings humans into contact with zoonotic pathogens.

· Deforestation – driven by mining, logging, and agriculture – displaces animals and increases human-wildlife contact.

· Climate change – driven by fossil fuel extraction – alters the range of disease vectors.

· Conflict – driven by resource competition – destroys healthcare infrastructure and creates refugee populations.

The extraction system does not merely fail to prevent pandemics. It creates them.

The same logic that extracts coltan from Congo, that builds quarantine facilities in Kenya, that bombs oil refineries in Iran – this logic is the engine of disease emergence.

It treats the host as disposable. And when the host dies, it moves on.

XI. Conclusion: The Only Cure Is to Stop the Extraction

The Kenyans are not disposable. The Congolese are not disposable. The Palestinians are not disposable. The Lebanese are not disposable. The Iranians are not disposable.

The Americans are not more valuable.

The system that acts as if they are – the system of extraction, of double standards, of colonial logic – is not a conspiracy. It is a structure.

But demands – when they are not grounded in mutual respect and a positive relationship – are empty.

And emptiness – as we have seen – is not a solution. It is a consequence.

The only cure is to stop the extraction.

Not with violence – with clarity. If you don’t understand the flawed logic of extraction , read Karl Max, if Marx offends , read Dickens – Oliver Twist – same message, different cover.

Andrew Klein

References

1. BBC News. (2026, May 28). Kenya court halts US plans to open Ebola quarantine facility.

2. BMJ. (2025, October 12). Children’s Environmental Health under Siege.

3. Bundesministerium für wirtschaftliche Zusammenarbeit und Entwicklung. (2025). Democratic Republic of the Congo: Economic situation.

4. Swissinfo. (2025, September 16). UN experts warn Congo’s conflict minerals slipping into global market.

5. New York Times. (2026, May 29). Kenyan Court Suspends Plans for Ebola Quarantine Unit for Americans.

6. The BMJ. (2025, October 9). Children’s Environmental Health under Siege.

7. PreventionWeb. (2014, November 3). To stop Ebola’s spread in West Africa, target funerals.

8. nd-aktuell. (2026, March 25). Kriegsopfer Umwelt: Verbrannte Erde und saurer Regen.