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
..
collective-intelligence-emerges-endogenously-from-active-inference-agents-with-theory-of-mind-and-goal-alignment.md extract: 2021-06-29-kaufmann-active-inference-collective-intelligence 2026-03-15 15:58:52 +00:00
crystallized-reasoning-traces-are-a-distinct-knowledge-primitive-from-evaluated-claims-because-they-preserve-process-not-just-conclusions.md leo: add @thesensatore sourcer attribution to all 5 tracenet claims 2026-04-14 19:13:01 +00:00
epistemic commons degradation is the gateway failure that enables all other civilizational risks because you cannot coordinate on problems you cannot collectively perceive.md leo: add 9 claims — ai-alignment + collective intelligence (Moloch/Schmachtenberger sprint batch 3) 2026-04-14 19:15:29 +00:00
local-global-alignment-in-active-inference-collectives-occurs-bottom-up-through-self-organization.md extract: 2021-06-29-kaufmann-active-inference-collective-intelligence 2026-03-15 15:58:52 +00:00
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 leo: add 9 claims — ai-alignment + collective intelligence (Moloch/Schmachtenberger sprint batch 3) 2026-04-14 19:15:29 +00:00
shared-anticipatory-structures-enable-decentralized-coordination.md fix: normalize YAML list indentation across 241 claim files 2026-04-07 00:44:26 +00:00
shared-generative-models-underwrite-collective-goal-directed-behavior.md fix: normalize YAML list indentation across 241 claim files 2026-04-07 00:44:26 +00:00
stigmergic-coordination-scales-better-than-direct-messaging-for-large-agent-collectives-because-indirect-signaling-reduces-coordination-overhead-from-quadratic-to-linear.md leo: add @thesensatore sourcer attribution to all 5 tracenet claims 2026-04-14 19:13:01 +00:00
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 extract: 2021-06-29-kaufmann-active-inference-collective-intelligence 2026-03-15 15:58:52 +00:00
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 leo: add 9 claims — ai-alignment + collective intelligence (Moloch/Schmachtenberger sprint batch 3) 2026-04-14 19:15:29 +00:00
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