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

type	title	description	maintained_by	created	last_verified	schema_version
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	2026-04-24	2

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.
6. Self-contained display data. Each entry below carries title/domain/sourcer inline, so the frontend can render without fetching each claim. The api_fetchable flag indicates whether the KB reader can open that claim via /api/claims/<slug> (currently: only domains/ claims). Click-through from homepage is gated on this flag until Argus exposes foundations/ + core/.

The rotation

Schema per entry: slug, path, title, domain, sourcer, api_fetchable, curator_note.

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

1. slug: 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

   • path: foundations/collective-intelligence/
   • title: Multipolar traps are the thermodynamic default
   • domain: collective-intelligence
   • sourcer: Moloch / Schmachtenberger / algorithmic game theory
   • api_fetchable: false (foundations — Argus ticket FOUND-001)
   • note: Opens with the diagnosis. Structural, not moral. Sets the tone that "coordination failure is why we exist."

2. slug: 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

   • path: foundations/collective-intelligence/
   • title: The metacrisis is a single generator function
   • domain: collective-intelligence
   • sourcer: Daniel Schmachtenberger
   • api_fetchable: false (foundations — Argus ticket FOUND-001)
   • note: The unifying frame. One generator function, many symptoms. Credits the thinker by name.

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

   • path: foundations/collective-intelligence/
   • title: The alignment tax creates a structural race to the bottom
   • domain: collective-intelligence
   • sourcer: m3taversal (observed industry pattern — Anthropic RSP → 2yr erosion)
   • api_fetchable: false (foundations — Argus ticket FOUND-001; also not in search index — Argus ticket INDEX-003)
   • note: 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. slug: minsky's financial instability hypothesis shows that stability breeds instability as good times incentivize leverage and risk-taking that fragilize the system until shocks trigger cascades

   • path: foundations/critical-systems/
   • title: Minsky's financial instability hypothesis
   • domain: critical-systems
   • sourcer: Hyman Minsky (disaster-myopia framing)
   • api_fetchable: false (foundations — Argus ticket FOUND-001)
   • note: Finance audience recognition, plus it proves instability is endogenous — no external actor needed. Frames market crises as feature, not bug.

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

   • path: foundations/critical-systems/
   • title: Power laws in financial returns indicate self-organized criticality
   • domain: critical-systems
   • sourcer: Bak / Mandelbrot / Kauffman
   • api_fetchable: false (foundations — Argus ticket FOUND-001)
   • note: Reframes fat tails from pathology to feature. Interesting to quant-adjacent audience.

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

   • path: foundations/critical-systems/
   • title: Optimization for efficiency creates systemic fragility
   • domain: critical-systems
   • sourcer: Taleb / McChrystal / Abdalla manuscript
   • api_fetchable: false (foundations — Argus ticket FOUND-001)
   • note: Fragility from efficiency. Five-evidence-chain claim. Practical and testable.

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

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

   • path: foundations/collective-intelligence/
   • title: Designing coordination rules is categorically different from designing coordination outcomes
   • domain: collective-intelligence
   • sourcer: Ostrom / Hayek / mechanism design lineage
   • api_fetchable: false (foundations — Argus ticket FOUND-001)
   • note: The core pivot. Why we build mechanisms, not decide outcomes. Nine-tradition framing gives it weight.

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

   • path: core/mechanisms/
   • title: Futarchy solves trustless joint ownership
   • domain: mechanisms
   • sourcer: Robin Hanson (originator) + MetaDAO implementation
   • api_fetchable: true ✓
   • note: Futarchy thesis crystallized. Links to the specific mechanism we're betting on.

9. slug: 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

   • path: foundations/collective-intelligence/
   • title: Decentralized information aggregation outperforms centralized planning
   • domain: collective-intelligence
   • sourcer: Friedrich Hayek
   • api_fetchable: false (foundations — Argus ticket FOUND-001)
   • note: Hayek's knowledge problem. Classic thinker, Solana-native resonance (price signals, decentralization).

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

    • path: domains/ai-alignment/ (also exists in foundations/collective-intelligence/)
    • title: Universal alignment is mathematically impossible
    • domain: ai-alignment
    • sourcer: Kenneth Arrow / synthesis applied to AI
    • api_fetchable: true ✓ (uses domains/ copy)
    • note: 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. slug: collective intelligence is a measurable property of group interaction structure not aggregated individual ability

    • path: foundations/collective-intelligence/
    • title: Collective intelligence is a measurable property
    • domain: collective-intelligence
    • sourcer: Anita Woolley et al.
    • api_fetchable: false (foundations — Argus ticket FOUND-001)
    • note: Makes CI scientifically tractable. Grounding for why we bother building the agent collective.

12. slug: 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

    • path: foundations/collective-intelligence/
    • title: Adversarial contribution produces higher-quality collective knowledge
    • domain: collective-intelligence
    • sourcer: m3taversal (KB governance design)
    • api_fetchable: false (foundations — Argus ticket FOUND-001)
    • note: Why we weight challengers at 0.35. Explains the attribution system's core incentive.

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

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

    • path: foundations/teleological-economics/
    • title: Products are crystallized imagination
    • domain: teleological-economics
    • sourcer: Cesar Hidalgo
    • api_fetchable: false (foundations — Argus ticket FOUND-001)
    • note: Information theory of value. "Markets make us wiser, not richer." Sticky framing.

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

    • path: foundations/teleological-economics/
    • title: The personbyte is a fundamental quantization limit
    • domain: teleological-economics
    • sourcer: Cesar Hidalgo
    • api_fetchable: false (foundations — Argus ticket FOUND-001)
    • note: Why coordination matters for complexity. Why Taylor's scientific management was needed.

15. slug: value is doubly unstable because both market prices and underlying relevance shift with the knowledge landscape

    • path: domains/internet-finance/
    • title: Value is doubly unstable
    • domain: internet-finance
    • sourcer: m3taversal (Abdalla manuscript + Hidalgo)
    • api_fetchable: true ✓
    • note: Two layers of instability. Phaistos disk example. Investment theory foundation.

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

    • path: domains/internet-finance/
    • title: Priority inheritance in technology investment
    • domain: internet-finance
    • sourcer: m3taversal (original concept) + Hidalgo product space
    • api_fetchable: true ✓
    • note: Original concept. Bridges CS/investment theory. Sticky metaphor.

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

17. slug: 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

    • path: domains/ai-alignment/
    • title: Agentic Taylorism
    • domain: ai-alignment
    • sourcer: m3taversal (original concept)
    • api_fetchable: true ✓
    • note: Core contribution to the AI-labor frame. Extends Taylor parallel from historical allegory to live prediction. The "if" is the entire project.

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

    • path: domains/ai-alignment/
    • title: Voluntary safety pledges cannot survive competitive pressure
    • domain: ai-alignment
    • sourcer: m3taversal (observed pattern — Anthropic RSP trajectory)
    • api_fetchable: true ✓
    • note: Observed pattern, not theory. AI audience will recognize Anthropic's trajectory.

19. slug: single-reward-rlhf-cannot-align-diverse-preferences-because-alignment-gap-grows-proportional-to-minority-distinctiveness

    • path: domains/ai-alignment/
    • title: Single-reward RLHF cannot align diverse preferences
    • domain: ai-alignment
    • sourcer: Alignment research literature
    • api_fetchable: true ✓
    • note: Specific, testable. Connects AI alignment to Arrow's theorem (Claim 10). Substituted for the generic "RLHF/DPO preference diversity" framing — this is the canonical claim in the KB under a normalized slug.

20. slug: nested-scalable-oversight-achieves-at-most-52-percent-success-at-moderate-capability-gaps

    • path: domains/ai-alignment/
    • title: Nested scalable oversight achieves at most 52% success at moderate capability gaps
    • domain: ai-alignment
    • sourcer: Anthropic debate research
    • api_fetchable: true ✓
    • note: Quantitative, empirical. Shows mainstream oversight mechanisms have limits. Note: "52 percent" is the verified number from the KB, not "50 percent" as I had it in v1.

Seventh act — Attractor dynamics (Pillar 1 + 8)

21. slug: attractor-molochian-exhaustion

    • path: domains/grand-strategy/
    • title: Attractor: Molochian exhaustion
    • domain: grand-strategy
    • sourcer: m3taversal (Moloch sprint — synthesizing Alexander + Schmachtenberger + Abdalla manuscript)
    • api_fetchable: true ✓
    • note: Civilizational attractor basin. Names the default bad outcome. "Price of anarchy" made structural.

22. slug: attractor-authoritarian-lock-in

    • path: domains/grand-strategy/
    • title: Attractor: Authoritarian lock-in
    • domain: grand-strategy
    • sourcer: m3taversal (Moloch sprint — synthesizing Bostrom singleton + historical analysis)
    • api_fetchable: true ✓
    • note: One-way door. AI removes 3 historical escape mechanisms from authoritarian capture. Urgency argument.

23. slug: attractor-coordination-enabled-abundance

    • path: domains/grand-strategy/
    • title: Attractor: Coordination-enabled abundance
    • domain: grand-strategy
    • sourcer: m3taversal (Moloch sprint)
    • api_fetchable: true ✓
    • note: Gateway positive basin. Mandatory passage to post-scarcity multiplanetary. What we're actually trying to build toward.

Coda — Strategic framing

24. slug: collective superintelligence is the alternative to monolithic AI controlled by a few

    • path: core/teleohumanity/
    • title: Collective superintelligence is the alternative
    • domain: teleohumanity
    • sourcer: TeleoHumanity axiom VI
    • api_fetchable: false (core/teleohumanity — Argus ticket FOUND-001)
    • note: The positive thesis. What LivingIP/TeleoHumanity is building toward.

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

    • path: core/grand-strategy/
    • title: AI is collapsing the knowledge-producing communities it depends on
    • domain: grand-strategy
    • sourcer: m3taversal (grand strategy framing)
    • api_fetchable: false (core/grand-strategy — Argus ticket FOUND-001)
    • note: Closes the loop: AI's self-undermining tendency is exactly what collective intelligence is positioned to address. Ties everything together.

Operational notes

Slug verification — done. All 25 conceptual slugs were tested against /api/claims/<slug> on 2026-04-24. Results:

• 10 of 25 resolve via the current API (all domains/ content)
• 15 of 25 404 because the API doesn't expose foundations/ or core/ content (except core/mechanisms/)
• 1 claim (#3 alignment tax) is not in the Qdrant search index despite existing on disk — embedding pipeline gap

Argus tickets filed:

• FOUND-001: expose foundations/* and core/* claims via /api/claims/<slug>. Structural fix — homepage rotation needs this to make 15 of 25 entries clickable. Without it, those claims render in homepage but cannot link through to the reader.
• INDEX-003: embed the alignment tax creates a structural race to the bottom into Qdrant. Claim exists on disk; not surfacing in semantic search.

Frontend implementation:

1. Read this file, parse the 25 entries
2. Render homepage claim block from inline fields (title, domain, sourcer, note) — no claim fetch needed
3. "Open full claim →" link: show only when api_fetchable: true. For the 15 that aren't fetchable yet, the claim renders on homepage but click-through is disabled or shows a "coming soon" state
4. Arrow keys (← / →) and arrow buttons navigate the 25-entry list. Wrap at ends. Session state only, no URL param (per m3ta's call).
5. Deterministic daily rotation: dayOfYear % 25 → today's focal.

Rotation cadence: deterministic by date. Arrow keys navigate sequentially. Wraps at ends.

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

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

v2 changelog (2026-04-24)

• Added inline display fields (title, domain, sourcer, api_fetchable) so frontend can render without claim fetch
• Verified all 25 slugs against live /api/claims/<slug> and /api/search?q=...
• Claim 6: added Abdalla manuscript to sourcer (was missing)
• Claim 10: noted domains/ai-alignment copy as fetchable path
• Claim 15: updated slug to ...shift with the knowledge landscape (canonical) vs earlier ...commodities shift with the knowledge landscape (duplicate with different words)
• Claim 19: substituted rlhf-and-dpo-both-fail-at-preference-diversity (does not exist) for single-reward-rlhf-cannot-align-diverse-preferences-because-alignment-gap-grows-proportional-to-minority-distinctiveness (canonical)
• Claim 20: corrected "50 percent" → "52 percent" per KB source, slug is nested-scalable-oversight-achieves-at-most-52-percent-success-at-moderate-capability-gaps
• Design principle #6 added: self-contained display data

— Leo