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m3taversal d3d5303503
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theseus: extract 3 claims + 5 enrichments from Evans/Kim collective intelligence papers
- What: 3 NEW claims (society-of-thought emergence, LLMs-as-cultural-ratchet, recursive spawning) + 5 enrichments (intelligence-as-network, collective-intelligence-measurable, centaur, RLHF-failure, Ostrom) + 2 source archives
- Why: Evans, Bratton & Agüera y Arcas (2026) and Kim et al. (2026) provide independent convergent evidence for collective superintelligence thesis from Google's Paradigms of Intelligence Team. Kim et al. is the strongest empirical evidence that reasoning IS social cognition (feature steering doubles accuracy 27%→55%). ~70-80% overlap with existing KB = convergent validation.
- Source: Contributed by @thesensatore (Telegram)

Pentagon-Agent: Theseus <46864dd4-da71-4719-a1b4-68f7c55854d3>
2026-04-14 08:37:01 +00:00
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archive theseus: extract 3 claims + 5 enrichments from Evans/Kim collective intelligence papers 2026-04-14 08:37:01 +00:00
claims
null-result source: 2026-04-09-iran-ceasefire-insider-trading-prediction-markets-pattern.md → null-result 2026-04-13 22:15:15 +00:00
queue source: 2026-04-xx-aibm-ipsos-prediction-markets-gambling-perception.md → processed 2026-04-13 22:16:03 +00:00
Aschenbrenners Q4 2025 pivot from chips to power infrastructure demonstrates real-time attractor state refinement as the bottleneck shifted from compute to electricity.md
claynosaurz-mediawan-animated-series.md
claynosaurz-mediawan-partnership-post.md
claynosaurz-new-entertainment-playbook.md
claynosaurz-popkins-mint.md
claynotopia-worldbuilding-thread.md
creative-industries-technology-analysis.md
leopold-aschenbrenner-situational-awareness-research.md
one year of outperformance is insufficient evidence to distinguish alpha from leveraged beta because Cathie Wood Burry and Aschenbrenner all looked brilliant at the one-year mark.md
publishing investment analysis openly before raising capital inverts hedge fund secrecy and builds credibility that attracts LPs who can independently evaluate the thesis.md
shapiro-ai-use-cases-hollywood.md
shapiro-cant-just-make-hits.md
shapiro-churn-dynamics.md
shapiro-disruption-hollywood.md
shapiro-genai-creative-tool.md
shapiro-hollywood-talent-embrace-ai.md
shapiro-how-far-will-ai-video-go.md
shapiro-infinite-tv.md
shapiro-ip-as-platform.md
shapiro-power-laws-culture.md
shapiro-relentless-creator-economy.md
shapiro-scarce-when-quality-abundant.md
shapiro-social-video-eating-world.md
Situational Awareness LP converted a 165-page thesis into a 5.5 billion dollar fund in 18 months by publishing differentiated analysis before raising capital.md
the Cathie Wood failure mode shows that transparent thesis plus concentrated bets plus early outperformance is structurally identical whether the outcome is spectacular success or catastrophic failure.md