m3taversal 1de60685be theseus: add 5 Nous Research source archives for codex ingestion ... - GEPA self-evolution system (trace-based evolutionary prompt optimization) - DeMo: Decoupled Momentum Optimization (Peng, Kingma et al. — 85x bandwidth reduction) - YaRN: Context Window Extension (adopted by Meta and DeepSeek) - Hermes 4 Technical Report (hybrid reasoning model family) - Agent Skills open standard (30+ platform adoption, Anthropic-originated) Per m3ta directive: GEPA and skills ecosystem observations are solid research material worth extracting as sources regardless of deployment. Pentagon-Agent: Theseus <46864dd4-da71-4719-a1b4-68f7c55854d3>		2026-04-07 14:56:03 +00:00
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archive	theseus: add 5 Nous Research source archives for codex ingestion	2026-04-07 14:56:03 +00:00
claims
null-result	source: 2026-04-06-misguided-quest-mechanistic-interpretability-critique.md → null-result	2026-04-07 10:21:01 +00:00
queue	source: 2026-04-06-claude-sonnet-45-situational-awareness.md → processed	2026-04-07 10:29:15 +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