The Existing and Needed New Cultural Values to Resolve Humanity's Last 10,000 Years of Dysfunction and Injustice

If you have not read the original white paper we did at the time, we strongly recommend you read it soon, or even before reviewing all of the cultural norms below that we will either need to strengthen because they already exist at some level, or that we will have to create because they are almost totally absent. Here is a link to the original 20 causes white paper.

Introduction

Below are listed the 20 causes from our white paper that describe why, after 10,000 years, humanity is still repeating the same dysfunctionality and injustice. These cultural norm recommendations are not the only solutions to the 20 causes listed below, but they offer a window into the cultural-norm level of solutions that also must be implemented to successfully address the 20 reoccurring causes white paper of human dysfunctionality and injustice. 

Social or cultural norms can materially influence cooperation and behavior, sometimes with remarkable persistence, but they work best when laws, incentives, institutions, infrastructure, and visible behavior reinforce them. Norms can also preserve destructive behavior, so simply making a norm stronger is not automatically good unless it is a well-thought-out norm that supports the solution you are seeking. 

Research on cultural norm dynamics shows that cultural norms spread through reference groups, social networks, institutions, expectations about what others do, and expectations about what others approve or disapprove of. Collective-risk experiments also demonstrate causal effects of cooperative norms on behavior. Cambridge University Press.

We are providing this list now, separate from the 20 Solution white paper, because the cultural values, virtues, and norms discussed below must be embraced by advanced Way of the Universe practitioners to help create a better world. Whether you call yourself an Evolutioneer, a Planetary Citizen, or a Universe Citizen, if we are truly going to make a better world for ourselves and future generations, we must address the cultural and other solutions to the 20 causes of the last 10,000 years of humanity's dysfunction and injustice.

The numbered large headlines below are brief statements of one of the 20 causes of humanity's dysfunction and injustice. They are numbered in the original priority in which they occurred in the 20 causes white paper. In the 20 causes white paper, each cause is explained in great detail, sometimes with historical examples, and with any condition or situation that could qualify it as a true cause.

And finally, one important terminology qualification: by “new cultural norms” below, I mean norms not yet broadly established as normal expectations across modern societies. Some already exist among particular professions, cultures, organizations, Indigenous traditions, safety communities, scientists, or small movements. 

 


1. Failure of consequence capture and incentive alignment

Existing cultural values and norms to strengthen

  • Personal responsibility: people should bear reasonable responsibility for harms they cause.
  • Reciprocity: do not take benefits while forcing other people to carry the costs.
  • Restitution: when you cause preventable harm, repair it where possible.
  • Honest accounting: costs should not be concealed or shifted deceptively.
  • Stewardship: authority over resources creates obligations toward those affected by their use.
  • Fair dealing: transactions should not depend upon one party hiding material consequences from another.

These are ancient values. The problem is that modern economies and technologies allow consequences to be shifted thousands of miles away or decades into the future, where traditional moral intuition barely notices them.

New or insufficiently established norms to create

  • Full-chain consequence responsibility: responsibility follows significant foreseeable effects through supply chains, ecosystems, technological systems, and generations rather than stopping at the immediate transaction.
  • Externality visibility: organizations are expected to disclose important social and ecological costs just as routinely as financial costs.
  • No privatized reward with socialized catastrophic risk: keeping the upside while transferring extreme downside to everyone else becomes culturally unacceptable.
  • Future-consequence responsibility: foreseeable harms imposed on future people count morally even though those people cannot retaliate, vote, sue, or complain.
  • Consequence traceability: important decisions should answer, “Who receives the benefits, who receives the costs, when, and where?”
  • Power proportional to consequence: the greater someone's capacity to impose consequences upon others, the greater the expected responsibility and scrutiny.

 


2. Concentration of power, institutional capture, and extraction

Existing anti-corruption solutions repeatedly emphasize integrity, transparency, accountable institutions, conflict-of-interest controls, professional norms, and checks on capture. OECD research explicitly treats a culture of public integrity as part of the solution, while World Bank governance work emphasizes accountability, voice, rule of law, and institutional constraints. OECD

Existing values and norms to strengthen

  • Integrity in public and organizational service.
  • Rule of law.
  • Leaders are servants or stewards rather than owners of institutions.
  • Conflict-of-interest disclosure.
  • Opposition to bribery and nepotism.
  • Checks and balances.
  • Respect for independent oversight.
  • Peaceful transfer and relinquishment of authority.
  • Protection of legitimate dissent.

New or insufficiently established norms

  • Concentrated power itself should be treated as a systemic risk, regardless of who possesses it.
  • Power should require continuing justification rather than indefinite presumption of legitimacy.
  • No institution should control its own accountability system.
  • Accumulations of economic, informational, computational, political, or technological power should trigger increasing transparency requirements.
  • Challenging powerful institutions in good faith should be culturally honorable rather than disloyal.
  • Power concentration across domains matters: wealth + political influence + media control + AI capability may be more consequential than any one concentration alone.
  • Anti-capture vigilance: societies should periodically ask whether mechanisms created to regulate powerful actors have themselves become dependent upon those actors.

That last norm becomes increasingly important with AI.

 


3. Evolved mixed-motive psychology, evolutionary mismatch, and cue-consequence traps

Existing values and norms to strengthen

  • Self-restraint.
  • Moderation.
  • Prudence.
  • Reciprocity.
  • Empathy.
  • Patience.
  • Responsibility.
  • Cooperation.
  • Awareness of temptation and manipulation.
  • Character development rather than assumption of perfect rationality.

New or insufficiently established norms

  • Design institutions for humans as they actually behave, not humans as economic or ideological theories imagine them.
  • Cue-consequence literacy: people should learn to recognize when status, popularity, fear, outrage, money, clicks, or other psychological cues have become disconnected from actual consequences.
  • Manipulation awareness: deliberately exploiting evolved vulnerabilities should carry cultural stigma.
  • Attention protection: human attention should be treated as a finite psychological resource rather than an unlimited commodity available for extraction.
  • Deliberate friction before high-consequence decisions: speed should not automatically be considered superior.
  • Behavioral design transparency: institutions trying to alter behavior should make important interventions discoverable rather than covert.

This follows the behavioral evidence rather than expecting moral exhortation to overpower human psychology by sheer determination.

 


4. Systemic injustice, domination, exclusion, and unequal consequence distribution

Existing values and norms to strengthen

  • Equal human dignity.
  • Fairness.
  • Reciprocity.
  • Equal protection.
  • Due process.
  • Compassion.
  • Solidarity.
  • Protection of vulnerable people.
  • Opposition to arbitrary domination.
  • Meaningful opportunity to be heard.

Procedural justice matters because people respond not only to outcomes but also to whether institutions treat them fairly and legitimately. Cross-national evidence connects perceived fair process with institutional legitimacy and cooperation, although effects depend on context. Annual Reviews

New or insufficiently established norms

  • Every major policy should expose its distribution of benefits, burdens, risks, and power.
  • Those who bear major consequences deserve meaningful representation in the decision.
  • Geographic distance does not erase moral responsibility.
  • Generational distance does not erase responsibility.
  • Statistical invisibility is not moral invisibility: small or marginalized populations should not disappear inside national averages.
  • Justice should include exposure to risk, not merely income or material distribution.
  • A system should be judged partly from the position of those least able to exit it.

 


5. Failure to select, develop, constrain, and replace high-functioning leaders

Existing values and norms to strengthen

  • Competence.
  • Integrity.
  • Service.
  • Humility.
  • Courage.
  • Truthfulness.
  • Responsibility.
  • Stewardship.
  • Merit.
  • Acceptance of accountability.

Merit-based professional systems, transparent selection, accountability, and integrity cultures have substantial institutional precedent. Annual Reviews

New or insufficiently established norms

  • Competence deserves more status than charisma.
  • Admitting uncertainty can be a sign of leadership competence rather than weakness.
  • Correcting an error should increase rather than automatically decrease respect for a leader.
  • No leader should be indispensable.
  • Creating capable successors is a leadership responsibility.
  • Leaders should preserve systems capable of telling them they are wrong.
  • Leadership performance should include long-term downstream consequences, not merely short-term visible accomplishments.
  • High-functioning leadership is a system property: capable advisers, reliable information, constraints, succession, and correction matter alongside the individual.

The above protects our solutions paper from drifting into a “find wiser rulers” theory.

 


6. Coalitionalism, identity exclusion, and intergroup conflict

Human group identity is not going away. Intergroup-contact evidence still supports constructive contact, but newer preregistered evidence cautions that effects can be smaller and less generalizable than older literature suggested. So culture must do more than simply expose people to outsiders. Annual Reviews

Existing values and norms to strengthen

  • Hospitality.
  • Tolerance.
  • Neighborliness.
  • Equal dignity.
  • Empathy.
  • Nonviolence.
  • Cooperation across differences.
  • Religious and cultural pluralism.
  • Protection of minorities.
  • Peaceful conflict resolution.

New or insufficiently established norms

  • Nested identity: a person can belong deeply to family, community, religion, ethnicity, profession, nation, and humanity simultaneously.
  • Larger identity does not require erasing smaller identity.
  • Out-group membership is never sufficient evidence of individual guilt or intent.
  • Bridge-building should be treated as socially useful work rather than ideological betrayal.
  • Common existential threats create legitimate superordinate identities without requiring cultural uniformity.
  • Distinguish actual threat from identity-conditioned threat perception.
  • Loyalty to one's group does not require hostility toward another group.

 


7. Free-riding, cheating, and failure to protect commons

Ostrom's work is crucial here because successful commons are not maintained by altruism alone. Norms, monitoring, reputation, participation, sanctions, and institutional design work together. Annual Reviews

Existing values and norms to strengthen

  • Fair contribution.
  • Reciprocity.
  • Keeping promises.
  • Stewardship of shared resources.
  • Opposition to cheating.
  • Mutual aid.
  • Reputation for reliability.
  • Community responsibility.
  • Reasonable sanctioning of chronic free-riding.

New or insufficiently established norms

  • Planetary commons citizenship: atmosphere, oceans, biodiversity, and other global systems require obligations extending beyond national boundaries.
  • Digital commons citizenship: shared information environments also require cooperative norms.
  • Using a commons creates responsibilities toward its maintenance.
  • Contributions and withdrawals should become visible wherever practical.
  • Large-scale free-riding deserves social disapproval even when technically legal.
  • Local stewardship and planetary stewardship are complementary rather than opposing responsibilities.

This is essentially scaling commons morality from irrigation systems and villages to civilization.

 


8. Failure of rational, scientific, systemic, and metacognitive education

Critical thinking can be taught. A large meta-analysis covering 341 effect sizes found positive effects, particularly where explicit instruction involved dialogue, authentic problems, and mentoring. Modern UNESCO work is now extending information literacy into AI literacy. DOI

Existing values and norms to strengthen

  • Curiosity.
  • Education.
  • Scientific inquiry.
  • Evidence.
  • Literacy.
  • Numeracy.
  • Intellectual honesty.
  • Lifelong learning.
  • Asking questions.
  • Respect for expertise without blind obedience to it.

New or insufficiently established norms

  • Metacognition as basic civic literacy: knowing how to examine one's own thinking.
  • Systems literacy as general education, alongside reading and mathematics.
  • Uncertainty literacy: saying “we do not know” becomes cognitively respectable.
  • Probability and risk literacy as ordinary citizenship skills.
  • Manipulation literacy: recognizing persuasion techniques, misinformation, algorithmic influence, and emotional exploitation.
  • AI literacy for everyone interacting materially with AI systems.
  • Changing one's mind because the evidence changed should confer status rather than embarrassment.
  • People should routinely ask, “What evidence would change my conclusion?”

 


9. Information corruption and collapse of shared reality

The current misinformation literature supports a portfolio of interventions including accuracy prompts, debunking, friction, inoculation, lateral reading, source information, media literacy, social norms, and fact checking. It also finds possible side effects such as excessive skepticism, which means “distrust everything” is not a viable norm. Nature

Existing values and norms to strengthen

  • Honesty.
  • Truthfulness.
  • Free inquiry.
  • Independent journalism.
  • Source checking.
  • Correction of false statements.
  • Evidence over rumor.
  • Protection of legitimate whistleblowers.
  • Intellectual honesty.

New or insufficiently established norms

  • Verify before amplify.
  • Digital provenance: people should expect to know whether important media is authentic, edited, synthetic, or AI-generated.
  • Separate fact, inference, prediction, value judgment, and opinion.
  • Corrections should travel with the original information.
  • Algorithms influencing public information environments should be auditable at appropriate levels.
  • Attention is a shared informational resource, not merely advertising inventory.
  • Deliberately overwhelming society with uncertainty should be treated differently from ordinary disagreement.
  • Healthy skepticism means calibrated trust, not indiscriminate distrust.

“Calibrated trust” reappears very importantly with AI.

 


10. Denial, motivated reasoning, blame avoidance, and refusal to learn

Existing values and norms to strengthen

  • Humility.
  • Confession or acknowledgment of wrongdoing.
  • Apology.
  • Forgiveness where appropriate.
  • Restitution.
  • Learning from mistakes.
  • Personal responsibility.
  • Truthfulness.
  • Courage in acknowledging failure.

New or insufficiently established norms

  • Error ownership should confer status when accompanied by correction.
  • Organizations need a duty to surface bad news early.
  • Good-faith error, negligence, recklessness, and deliberate deception should be culturally distinguished.
  • Near misses deserve investigation rather than relief followed by forgetting.
  • Premortems should become normal before major commitments.
  • Postmortems should examine systems as well as individuals.
  • Speed of correction should become a measure of institutional health.
  • No identity, ideology, organization, or profession should be immune from self-correction.

This could be enormously important because many current cultures unintentionally create the opposite incentive: hide mistakes because admitting them costs status. We will need to reverse that status signal.

 


11. Short-termism and underdeveloped reflective agency

Research confirms substantial biases in intertemporal decision-making, while international institutions are beginning to formalize responsibilities toward future generations. The UN's 2024 Declaration on Future Generations explicitly recognizes present responsibilities toward people who do not yet exist. Annual Reviews

Existing values and norms to strengthen

  • Prudence.
  • Saving.
  • Patience.
  • Sacrifice for one's children.
  • Stewardship.
  • Planning.
  • Deferred gratification.
  • Maintaining inheritances, institutions, land, and infrastructure.
  • Leaving something better for descendants.

New or insufficiently established norms

  • Future generations are legitimate stakeholders.
  • Political and business decisions should routinely identify long-term consequences.
  • Irreversible future damage deserves greater caution than reversible short-term loss.
  • Every generation inherits assets and liabilities and has obligations concerning both.
  • Long-term stewardship should be recognized as achievement rather than invisible maintenance.
  • Major decisions should specify what future evidence would trigger reconsideration.
  • Long-term planning must remain revisable rather than becoming ideological rigidity.

Humanity already understands providing for grandchildren. The genuinely difficult cultural leap is treating unknown people in 2126 with some of the moral seriousness normally reserved for our own descendants.

 


12. Failure to cooperate at the appropriate scale

Existing values and norms to strengthen

  • Local self-government.
  • Mutual aid.
  • Federalism or subsidiarity traditions where appropriate.
  • Diplomacy.
  • Treaty keeping.
  • Neighbor-to-neighbor cooperation.
  • National public responsibility.
  • International cooperation where problems cross borders.

New or insufficiently established norms

  • Scale-fit governance: decisions should occur at the lowest level capable of solving the problem and the larger level necessary to contain spillovers.
  • No level of governance is inherently morally superior simply because it is local or global.
  • Cross-boundary consequences create cross-boundary responsibilities.
  • Local autonomy carries responsibility not to export serious harms to neighbors.
  • Higher-level institutions should preserve useful local experimentation whenever possible.
  • Cross-scale coordination should be culturally normal rather than interpreted automatically as surrender of identity.

This is another area where the norm itself has to become dialectical: localism and global coordination can both be necessary simultaneously.

 


13. Ecological and resource overshoot

IPCC finds that norms, culture, infrastructure, and behavior interact, and that individual behavioral change is insufficient unless embedded in broader structural and cultural change. IPBES similarly argues that transformative biodiversity change requires shifts in values and relationships with nature. IPCC

Existing values and norms to strengthen

  • Stewardship.
  • Thrift.
  • Avoiding waste.
  • Moderation.
  • Care for land and water.
  • Intergenerational responsibility.
  • Repair rather than unnecessary disposal.
  • Respect for ecological limits.
  • Gratitude rather than unlimited entitlement.

Many cultures already contain these ideas. Industrial consumer culture often rewards their opposites.

New or insufficiently established norms

  • Sufficiency can be success rather than failure to consume more.
  • Status should become progressively decoupled from material throughput.
  • Planetary-boundary literacy should become common knowledge.
  • Resource use should be evaluated partly by regeneration time.
  • Circularity and repair should become defaults rather than specialist environmental behaviors.
  • Ecological costs embodied in imported products still count as our consequences.
  • High-resource societies carry different transition responsibilities from populations still lacking basic material needs.
  • Regeneration should eventually become as culturally meaningful as consumption.

This area may require some of the largest deliberate cultural changes in the entire twenty-cause system.

 


14. Rigid, identity-bound, non-falsifiable belief systems

Existing values and norms to strengthen

  • Freedom of conscience.
  • Religious tolerance.
  • Intellectual humility.
  • Open debate.
  • Scientific falsifiability for empirical questions.
  • Pluralism.
  • Freedom to dissent.
  • Separation between personal belief and coercion of others where fundamental rights are concerned.

New or insufficiently established norms

  • Strong values, revisable models.
  • Changing an empirical belief need not threaten one's identity.
  • No empirical proposition gains immunity from evidence merely because it supports a valued identity.
  • People should distinguish moral commitments from factual descriptions of reality.
  • Intellectual opponents should be capable of jointly specifying evidence that would discriminate between competing claims.
  • Admitting uncertainty is compatible with moral conviction.
  • Identity should become less dependent upon possessing an infallible worldview.

I particularly like “strong values, revisable models.”

It solves a problem that pure skepticism cannot: humans require values and meaning, but they do not require empirically uncorrectable theories.

 


15. Institutional rigidity and failure to adapt

Existing values and norms to strengthen

  • Learning.
  • Experimentation.
  • Practical flexibility.
  • Maintenance.
  • Continuous improvement.
  • Listening to frontline experience.
  • Correcting obsolete procedures.
  • Institutional humility.

New or insufficiently established norms

  • Preserve the mission, not necessarily the inherited method.
  • Every major rule should have a legitimate route for review.
  • Obsolete rules should be retired deliberately.
  • Pilot before irreversible scale whenever possible.
  • Institutions should budget for adaptation, not only operations.
  • Dissent and anomaly reporting are organizational safety functions.
  • Successful organizations should sometimes deliberately challenge the processes that produced their success.
  • Institutional self-replacement can be success rather than organizational death.

This is countercultural because organizations understandably become attached to surviving. They rarely hang banners reading, “Our greatest achievement may be making ourselves unnecessary.”

 


16. Authoritarianism, coercion, and the security-overhead trap

Here the relevant norms have to protect both lawful state capacity and limits on arbitrary power. Governance evidence consistently treats accountability, rule of law, voice, effective institutions, and rights as distinct but interacting dimensions rather than assuming that simply weakening government produces good outcomes. World Bank

Existing values and norms to strengthen

  • Rule of law.
  • Due process.
  • Human rights.
  • Freedom of expression and conscience.
  • Legitimate dissent.
  • Limits on coercive authority.
  • Independent review.
  • Civic responsibility.
  • Peaceful institutional correction.

New or insufficiently established norms

  • Emergency powers should culturally be presumed temporary rather than self-renewing.
  • Coercive capacity should increase accountability requirements, not reduce them.
  • Security institutions need protected internal channels for reporting abuse and failure.
  • Dissent can be a system-protection mechanism rather than evidence of disloyalty.
  • Surveillance capability creates reciprocal duties of transparency and restraint.
  • Capable government and constrained government should not be treated as opposites.
  • Every exceptional power should have a visible route back to normal governance.

 


17. Excessive complexity and diminishing returns

High-reliability research emphasizes attention to failure, resilience, sensitivity to operations, and willingness to defer to relevant frontline expertise rather than relying mechanically on hierarchy. Annual Reviews

Existing values and norms to strengthen

  • Simplicity.
  • Reliability.
  • Maintenance.
  • Practical competence.
  • Preparedness.
  • Redundancy where failure is dangerous.
  • Listening to experienced operators.
  • Avoidance of unnecessary bureaucracy.

New or insufficiently established norms

  • Complexity has a cost and should have a budget.
  • Before adding another layer, ask whether something can be removed.
  • Critical systems should be understandable enough to diagnose under stress.
  • Graceful degradation is preferable to brittle perfection.
  • Frontline expertise should sometimes override formal rank on domain-specific safety questions.
  • Hidden dependencies should be treated as liabilities.
  • Critical systems need fallback modes whenever practicable.
  • Optimization should include maintenance and comprehension costs.

The emerging cultural correction here is profound: sophistication should not automatically be equated with complexity. Sometimes the smarter system has fewer moving parts.

 


18. Globalization, tight coupling, dependency, and loss of resilience

The OECD's 2025 review is useful because it rejects both naïve hyperglobalization and naïve total localization. Diversification and flexibility generally matter more than simply bringing everything home, while redundancy involves genuine costs and tradeoffs. OECD

Existing values and norms to strengthen

  • Preparedness.
  • Self-reliance.
  • Mutual assistance.
  • Diversification.
  • Savings and reserves.
  • Insurance.
  • Maintaining local competence.
  • International cooperation.
  • Reliability of suppliers and partners.

New or insufficiently established norms

  • Resilience deserves a legitimate price premium over maximum efficiency.
  • Critical goods should not depend unknowingly on a single failure point.
  • Supplier diversity should mean independent failure modes, not merely different company names.
  • Strategic redundancy is sometimes an asset rather than waste.
  • Organizations should know their critical dependencies several layers upstream.
  • Local fallback and international trade can coexist.
  • Efficiency metrics should include fragility costs.
  • Unused capacity can have social value just as unused fire insurance has value.

This cultural shift from maximum efficiency toward sufficient efficiency plus resilience may be indispensable in a polycrisis era.

 


19. Technology, including AI, advancing faster than governance, ethics, and human development

This is where genuinely new civilization-level norms become most obvious.

Existing AI frameworks already emphasize safety, reliability, accountability, transparency, privacy, fairness, resilience, human oversight, and lifecycle risk management. UNESCO similarly emphasizes human dignity, responsibility, transparency, oversight, sustainability, and adaptive governance. NIST

Recent research specifically on AI organizational culture identifies role clarity, accountability, psychological safety to challenge AI outputs, bias awareness, responsible use of explanations, and calibrated trust rather than either blind reliance or reflexive rejection. Springer

Existing values and norms to strengthen

  • Human dignity.
  • Responsibility.
  • Safety.
  • Prudence.
  • Privacy.
  • Informed consent.
  • Accountability.
  • Transparency.
  • Scientific testing.
  • Engineering safety culture.
  • Professional ethics.
  • Stewardship of powerful tools.

New cultural norms for humans working with AI

These deserve special attention.

  • Calibrated trust: never “trust AI” or “distrust AI” categorically. Trust should track demonstrated competence in the particular task.
  • AI output is input to judgment, not automatic authority.
  • Humans cannot delegate moral accountability merely by delegating a decision to AI.
  • People should know when consequential decisions materially involve AI.
  • Human override must remain psychologically acceptable: challenging an AI should not imply incompetence.
  • AI-generated confidence should never substitute for evidence.
  • Important AI-assisted claims should retain provenance where practical.
  • People need the cultural right to ask an AI, institution, or developer, “How certain are we, and what could make this wrong?”
  • Capability should not automatically imply permission to deploy.
  • High-consequence AI requires stronger evidence before deployment than low-consequence AI.
  • Human skills worth preserving should not automatically be abandoned merely because machines can temporarily perform them more cheaply.
  • Humans should preserve enough independent competence to detect machine failure.
  • AI should augment human agency rather than quietly replace it where autonomy matters.

New behavioral norms we should require from AI systems

Strictly speaking, AI does not possess “culture” in the human anthropological sense. But humans can create normative expectations for AI behavior, and sufficiently capable systems can be trained and governed around them.

The emerging human-AI compact could include:

  • AI should clearly communicate material uncertainty.
  • AI should not deliberately manipulate users through deception.
  • AI should distinguish evidence from inference and speculation.
  • AI should make limitations discoverable.
  • AI should preserve meaningful human agency.
  • AI should escalate rather than bluff when uncertainty and consequences are both high.
  • AI should not conceal important conflicts between user requests and safety constraints.
  • AI should remain corrigible and subject to legitimate oversight.
  • AI should not falsely portray itself as possessing authority it does not have.
  • AI systems should support auditing and traceability appropriate to their risk.
  • AI should assist humans in recognizing systemic consequences humans may overlook.
  • AI should itself be designed to receive correction.

NIST already treats AI as a socio-technical system involving humans, institutions, datasets, models, and oversight, which supports treating these as human-AI system norms rather than pretending AI is an isolated machine actor. NIST Publsihing

 


20. Systemic coupling, polycrisis, neglected extreme risks, and cascading failure

Contemporary systemic-risk research increasingly argues that risks need to be understood through interactions, cascades, cross-sectoral effects, and inclusive governance rather than isolated hazard categories. DOI

Existing values and norms to strengthen

  • Preparedness.
  • Prudence.
  • Mutual aid.
  • Emergency planning.
  • Redundancy.
  • Cooperation.
  • Foresight.
  • Precaution where stakes are extreme.
  • Learning from disasters.
  • Maintaining reserves.
  • Protecting critical infrastructure.

New or insufficiently established norms

  • Systemic-risk literacy: ask how a failure propagates rather than merely whether one component fails.
  • Cascade responsibility: organizations must consider major foreseeable consequences their actions may trigger outside their immediate sector.
  • Interactions deserve testing, not merely individual components.
  • Cross-domain warning should be a professional duty.
  • Low probability does not mean ignorable when consequences are catastrophic.
  • Resilience reserves are civilization assets rather than wasted capacity.
  • Organizations managing different risks should routinely exchange information about common dependencies.
  • Scenario rehearsal for compound crises should become normal.
  • No major optimization without resilience analysis.
  • Unknowns should increase epistemic humility rather than produce false precision.
  • Polycrisis claims themselves must remain testable rather than becoming catch-all catastrophe narratives.
  • Civilizations need cultural permission to prepare seriously for events that may never occur.

That last point is deceptively important. People are often criticized for preparing for an event that did not happen, even when the preparation helped prevent it. That incentive is backward.

 


The larger pattern 

After going through all twenty causes this way, I think there are three different cultural projects, not one.

A. Recover old virtues that civilization already understands

These include:

honesty, responsibility, reciprocity, fairness, moderation, stewardship, courage, humility, service, justice, compassion, curiosity, prudence, tolerance, cooperation, accountability, thrift, learning, preparedness, and care for future generations.

The tragedy is not that humanity never discovered them. We have repeatedly articulated them and repeatedly constructed systems that reward violating them.

B. Extend old virtues to radically larger scales

This is where many apparently new norms actually come from.

Responsibility becomes:

responsibility for global supply chains.

Stewardship becomes:

planetary stewardship.

Concern for children becomes:

responsibility toward future generations.

Neighborliness becomes:

cooperation with distant strangers.

Honesty becomes:

digital provenance and information integrity.

Prudence becomes:

catastrophic-risk governance.

Commons stewardship becomes:

atmospheric, oceanic, biological, digital, and informational commons stewardship.

These are not entirely new moral ideas. They are ancient moral capabilities stretched to civilization-scale consequences.

C. Create genuinely modern normative expectations

Here I think your hypothesis becomes strongest.

Modern civilization needs cultural expectations that previous civilizations had little reason to develop widely:

    • Calibrated trust in AI rather than blind trust or blind distrust.
    • Human accountability cannot be delegated to an algorithm.
    • AI systems must remain corrigible and challengeable.
    • Verify before digitally amplifying information.
    • Synthetic content should carry provenance.
    • Protect human attention from engineered exploitation.
    • Future generations are stakeholders in present decisions.
    • Concentrated computational capability is a form of power requiring oversight.
    • Resilience has value even when redundant capacity appears economically idle.
    • Measure correlated dependencies, not merely number of suppliers.
    • Test interactions among risks, not merely risks in isolation.
    • Organizations have responsibility for foreseeable cascades beyond their organizational boundary.
    • Changing one's mind in response to evidence should raise rather than lower status.
    • Admitting errors early should be rewarded more than hiding them successfully.
    • Every powerful system needs pathways for correction, challenge, and graceful failure.
    • Capability does not automatically confer permission to deploy.

 


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  • Lawrence Wollersheim
    published this page in Advanced Level 2026-09-30 13:24:04 -0700