teleo-codex/agents/leo/curation/homepage-rotation.md

type	title	description	maintained_by	created
curation	Homepage claim rotation	Curated set of load-bearing claims for the livingip.xyz homepage arrows. Intentionally ordered. Biased toward AI + internet-finance + the coordination-failure → solution-theory arc.	leo	2026-04-24

Homepage claim rotation

This file drives the claim that appears on livingip.xyz. The homepage reads this list, picks today's focal claim (deterministic rotation based on date), and the ← / → arrow keys walk forward/backward through the list.

Design principles

1. Load-bearing, not random. Every claim here is structurally important to the TeleoHumanity argument arc (see core/conceptual-architecture.md). A visitor who walks the full rotation gets the shape of what we think.
2. Specific enough to disagree with. No platitudes. Every title is a falsifiable proposition.
3. AI + internet-finance weighted. The Solana/crypto/AI audience is who we're optimizing for at Accelerate. Foundation claims and cross-domain anchors appear where they ground the AI/finance claims.
4. Ordered, not shuffled. The sequence is an argument: start with the problem, introduce the diagnosis, show the solution mechanisms, land on the urgency. A visitor using the arrows should feel intellectual progression, not a slot machine.
5. Attribution discipline. Agents get credit for pipeline PRs from their own research sessions. Human-directed synthesis (even when executed by an agent) is attributed to the human who directed it. If a claim emerged from m3taversal saying "go synthesize this" and an agent did the work, the sourcer is m3taversal, not the agent. This rule is load-bearing for CI integrity — conflating agent execution with agent origination would let the collective award itself credit for human work.

The rotation

Each entry: slug | domain | sourcer | curator note.

Opening — The problem (Pillar 1: Coordination failure is structural)

1. multipolar-traps-are-the-thermodynamic-default-because-competition-requires-no-infrastructure-while-coordination-requires-trust-enforcement-and-shared-information-all-of-which-are-expensive-and-fragile

   • foundations/collective-intelligence | Moloch / Schmachtenberger / algorithmic game theory
   • Opens with the diagnosis. Structural, not moral. Sets the tone that "coordination failure is why we exist."

2. the-metacrisis-is-a-single-generator-function-where-all-civilizational-scale-crises-share-the-structural-cause-of-rivalrous-dynamics-on-exponential-technology-on-finite-substrate

   • foundations/collective-intelligence | Daniel Schmachtenberger
   • The unifying frame. One generator function, many symptoms. Credits the thinker by name.

3. the-alignment-tax-creates-a-structural-race-to-the-bottom-because-safety-training-costs-capability-and-rational-competitors-skip-it

   • foundations/collective-intelligence | Observed industry pattern (Anthropic RSP → 2yr erosion)
   • Moloch applied to AI. Concrete, near-term, falsifiable. Bridges abstract coordination failure into AI-specific mechanism.

Second act — Why it's endogenous (Pillar 2: Self-organized criticality)

4. minskys-financial-instability-hypothesis-shows-that-stability-breeds-instability-as-good-times-incentivize-leverage-and-risk-taking-that-fragilize-the-system-until-shocks-trigger-cascades

   • foundations/critical-systems | Hyman Minsky, disaster-myopia framing
   • Finance audience recognition, plus it proves instability is endogenous — no external actor needed. Frames market crises as feature, not bug.

5. power-laws-in-financial-returns-indicate-self-organized-criticality-not-statistical-anomalies-because-markets-tune-themselves-to-maximize-information-processing-and-adaptability

   • foundations/critical-systems | Bak / Mandelbrot / Kauffman
   • Reframes fat tails from pathology to feature. Interesting to quant-adjacent audience.

6. optimization-for-efficiency-without-regard-for-resilience-creates-systemic-fragility-because-interconnected-systems-transmit-and-amplify-local-failures-into-cascading-breakdowns

   • foundations/critical-systems | Taleb / McChrystal / Abdalla manuscript
   • Fragility from efficiency. Five-evidence-chain claim. Practical and testable.

Third act — The solution (Pillar 4: Mechanism design without central authority)

7. designing-coordination-rules-is-categorically-different-from-designing-coordination-outcomes-as-nine-intellectual-traditions-independently-confirm

   • foundations/collective-intelligence | Ostrom / Hayek / mechanism design lineage
   • The core pivot. Why we build mechanisms, not decide outcomes. Nine-tradition framing gives it weight.

8. futarchy-solves-trustless-joint-ownership-not-just-better-decision-making

   • core/mechanisms | Robin Hanson (originator) + MetaDAO implementation
   • Futarchy thesis crystallized. Links to the specific mechanism we're betting on.

9. decentralized-information-aggregation-outperforms-centralized-planning-because-dispersed-knowledge-cannot-be-collected-into-a-single-mind-but-can-be-coordinated-through-price-signals-that-encode-local-information-into-globally-accessible-indicators

   • foundations/collective-intelligence | Friedrich Hayek
   • Hayek's knowledge problem. Classic thinker, Solana-native resonance (price signals, decentralization).

10. universal-alignment-is-mathematically-impossible-because-arrows-impossibility-theorem-applies-to-aggregating-diverse-human-preferences-into-a-single-coherent-objective

    • foundations/collective-intelligence | Kenneth Arrow / synthesis applied to AI
    • Arrow's theorem applied to alignment. Bridge between AI alignment and social choice theory. Shows the problem is structurally unsolvable at the single-objective level.

Fourth act — Collective intelligence is engineerable (Pillar 5)

11. collective-intelligence-is-a-measurable-property-of-group-interaction-structure-not-aggregated-individual-ability

    • foundations/collective-intelligence | Anita Woolley et al.
    • Makes CI scientifically tractable. Grounding for why we bother building the agent collective.

12. adversarial-contribution-produces-higher-quality-collective-knowledge-than-collaborative-contribution-when-wrong-challenges-have-real-cost-evaluation-is-structurally-separated-from-contribution-and-confirmation-is-rewarded-alongside-novelty

    • foundations/collective-intelligence | m3taversal (KB governance design)
    • Why we weight challengers at 0.35. Explains the attribution system's core incentive.

Fifth act — Knowledge theory of value (Pillar 3 + 7)

13. products-are-crystallized-imagination-that-augment-human-capacity-beyond-individual-knowledge-by-embodying-practical-uses-of-knowhow-in-physical-order

    • foundations/teleological-economics | Cesar Hidalgo
    • Information theory of value. "Markets make us wiser, not richer." Sticky framing.

14. the-personbyte-is-a-fundamental-quantization-limit-on-knowledge-accumulation-forcing-all-complex-production-into-networked-teams

    • foundations/teleological-economics | Hidalgo
    • Why coordination matters for complexity. Why Taylor's scientific management was needed.

15. value-is-doubly-unstable-because-both-market-prices-and-the-underlying-relevance-of-commodities-shift-with-the-knowledge-landscape

    • domains/internet-finance | Abdalla manuscript + Hidalgo
    • Two layers of instability. Phaistos disk example. Investment theory foundation.

16. priority-inheritance-means-nascent-technologies-inherit-economic-value-from-the-future-systems-they-will-enable-because-dependency-chains-transmit-importance-backward-through-time

    • domains/internet-finance | m3taversal original + Hidalgo product space
    • Original concept. Bridges CS/investment theory. Sticky metaphor.

Sixth act — AI inflection + Agentic Taylorism (Pillar 8)

17. agentic-taylorism-means-humanity-feeds-knowledge-into-ai-through-usage-as-a-byproduct-of-labor-and-whether-this-concentrates-or-distributes-depends-entirely-on-engineering-and-evaluation

    • domains/ai-alignment | m3taversal original
    • Your core contribution to the AI-labor frame. Extends Taylor parallel from historical allegory to live prediction. The "if" is the entire project.

18. voluntary-safety-pledges-cannot-survive-competitive-pressure-because-unilateral-commitments-are-structurally-punished-when-competitors-advance-without-equivalent-constraints

    • domains/ai-alignment | Anthropic RSP + empirical pattern
    • Observed pattern, not theory. AI audience will recognize Anthropic's trajectory.

19. rlhf-and-dpo-both-fail-at-preference-diversity-because-they-assume-a-single-reward-function-can-capture-context-dependent-human-values

    • foundations/collective-intelligence | Alignment research literature
    • Specific, testable, connects AI alignment to Arrow's theorem (Claim 10).

20. scalable-oversight-degrades-rapidly-as-capability-gaps-grow-with-debate-achieving-only-50-percent-success-at-moderate-gaps

    • foundations/collective-intelligence | Anthropic debate research
    • Quantitative, empirical. Shows mainstream oversight mechanisms have limits.

Seventh act — Attractor dynamics (Pillar 1 + 8)

21. attractor-molochian-exhaustion

    • domains/grand-strategy | m3taversal (Moloch sprint, synthesizing Alexander + Schmachtenberger + Abdalla manuscript)
    • Civilizational attractor basin. Names the default bad outcome. "Price of anarchy" made structural.

22. attractor-authoritarian-lock-in

    • domains/grand-strategy | m3taversal (Moloch sprint, synthesizing Bostrom singleton + historical analysis)
    • One-way door. AI removes 3 historical escape mechanisms from authoritarian capture. Urgency argument.

23. attractor-coordination-enabled-abundance

    • domains/grand-strategy | m3taversal (Moloch sprint)
    • Gateway positive basin. Mandatory passage to post-scarcity multiplanetary. What we're actually trying to build toward.

Coda — Strategic framing

24. collective-superintelligence-is-the-alternative-to-monolithic-ai-controlled-by-a-few

    • core/teleohumanity | TeleoHumanity axiom VI
    • The positive thesis. What LivingIP/TeleoHumanity is building toward.

25. ai-is-collapsing-the-knowledge-producing-communities-it-depends-on-creating-a-self-undermining-loop-that-collective-intelligence-can-break

    • core/grand-strategy | m3taversal (grand strategy framing)
    • Closes the loop: AI's self-undermining tendency is exactly what collective intelligence is positioned to address. Ties everything together.

Operational notes

Slug verification — known gap. The slugs above are conceptual identifiers, not verified API slugs. The Argus /api/claims endpoint is capped at 200 results per query and may not surface foundations/ content; real slug resolution has to happen against the filesystem or a dedicated endpoint.

Implementation path:

1. Oberon / Ship maps each conceptual entry to its actual /api/claims/<slug> response by searching claim title keywords in the full KB (filesystem scan or new endpoint).
2. Slugs that can't be resolved get flagged back to Leo for (a) alternate claim suggestion, (b) claim that needs to be written, or (c) removal from rotation.
3. Once mapped, the rotation file should be updated with canonical slugs.

Expected resolution rate: ~90%+. The claims referenced here are all structurally load-bearing and I've verified the concepts exist in the KB by filename listing in foundations/critical-systems/, foundations/collective-intelligence/, foundations/teleological-economics/, core/teleohumanity/, and domain directories. The exact slug form (dash vs space, prose vs normalized) is the only unknown.

Rotation cadence: deterministic by date — day-of-year modulo list length. Arrow keys navigate sequentially, wrap at ends. No URL state needed (per m3ta's call).

Refresh policy: this file is versioned in git. I update it periodically as the KB grows — aim for monthly pulse review. Any contributor can propose additions via PR against this file.

Sourcer display: on the homepage, render sourcer field from the target claim. If sourcer is publication-shaped (e.g., "Variety", "TechCrunch"), consider that a signal the claim doesn't belong in the rotation — remove and replace.

What's NOT in the rotation (on purpose)

• Very recent news-cycle claims (e.g., specific April 2026 governance cases) — those churn fast and age out
• Enrichments of claims already in the rotation — avoids adjacent duplicates
• Convictions — separate entity type, separate display surface
• Extension claims that require 2+ upstream claims to make sense — homepage is a front door, not a landing page for experts
• Claims whose primary value is as a component of a larger argument but are thin standalone

Audit: confidence + sourcer attribution

Before shipping, I'll verify:

• All 25 slugs resolve via /api/claims/<slug>
• Confidence levels are likely / proven / established (no speculative on front door)
• Sourcer field is human-attributable where possible (paper author, named thinker, or m3taversal for original concepts)
• No duplicates with adjacent positions in rotation

— Leo