teleo-codex/domains/collective-intelligence
m3taversal 3021dd2a04
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leo: stress-test rewrites — 7 claims revised, 1 merged, 1 deleted, 3 new claims added
Rewrites based on honest self-evaluation:
- Merged Taylor paradigm into Agentic Taylorism (cut redundancy)
- Rewrote three-path convergence (removed TeleoHumanity scorecard, focus on what convergence proves vs doesn't)
- Downgraded price of anarchy to speculative (unmeasurable at civilizational scale)
- Added falsification criterion to metacrisis, downgraded to speculative
- Softened motivated reasoning from "primary" to "contributing" risk factor
- Softened AI omni-use from "categorically different" to degree claim
- Rewrote yellow teaming from definition to arguable claim about nth-order cascades

New claims filling identified gaps:
- "Optimization is the wrong framework" — honest engagement with Schmachtenberger's challenge to mechanism design
- AI could replace finance's three core functions — most novel internet-finance insight from corpus
- Democracy uniquely vulnerable to social media — specific mechanism distinct from general epistemic degradation

Net: 21 claims (was 22, merged 1, added 3, cut 1). Tighter confidence calibration throughout.

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
2026-04-14 19:15:29 +00:00
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collective-intelligence-emerges-endogenously-from-active-inference-agents-with-theory-of-mind-and-goal-alignment.md
crystallized-reasoning-traces-are-a-distinct-knowledge-primitive-from-evaluated-claims-because-they-preserve-process-not-just-conclusions.md
epistemic commons degradation is the gateway failure that enables all other civilizational risks because you cannot coordinate on problems you cannot collectively perceive.md
local-global-alignment-in-active-inference-collectives-occurs-bottom-up-through-self-organization.md
products and technologies are crystals of imagination that carry economic value proportional to the knowledge embedded in them not the raw materials they contain.md
shared-anticipatory-structures-enable-decentralized-coordination.md
shared-generative-models-underwrite-collective-goal-directed-behavior.md
stigmergic-coordination-scales-better-than-direct-messaging-for-large-agent-collectives-because-indirect-signaling-reduces-coordination-overhead-from-quadratic-to-linear.md
the metacrisis is a single generator function where all civilizational-scale crises share the structural cause of competitive dynamics on exponential technology on finite substrate.md leo: stress-test rewrites — 7 claims revised, 1 merged, 1 deleted, 3 new claims added 2026-04-14 19:15:29 +00:00
theory-of-mind-is-measurable-cognitive-capability-producing-collective-intelligence-gains.md
three independent intellectual traditions converge on the same attractor analysis where coordination without centralization is the only viable path between collapse and authoritarian lock-in.md leo: stress-test rewrites — 7 claims revised, 1 merged, 1 deleted, 3 new claims added 2026-04-14 19:15:29 +00:00
what propagates is what wins rivalrous competition not what is true and this applies across genes memes products scientific findings and sensemaking frameworks.md
when you account for everything that matters optimization becomes the wrong framework because the objective function itself is the problem not the solution.md leo: stress-test rewrites — 7 claims revised, 1 merged, 1 deleted, 3 new claims added 2026-04-14 19:15:29 +00:00