m3taversal be8ff41bfe link: bidirectional source↔claim index — 414 claims + 252 sources connected ... Wrote sourced_from: into 414 claim files pointing back to their origin source. Backfilled claims_extracted: into 252 source files that were processed but missing this field. Matching uses author+title overlap against claim source: field, validated against 296 known-good pairs from existing claims_extracted. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>		2026-04-21 11:55:18 +01:00
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archive	link: bidirectional source↔claim index — 414 claims + 252 sources connected	2026-04-21 11:55:18 +01:00
claims
null-result	source: 2026-04-21-pnas-nexus-telehealth-deprivation-disparities.md → null-result	2026-04-21 04:42:30 +00:00
queue	source: 2026-04-21-stanford-codex-nippon-life-openai-architectural-negligence.md → processed	2026-04-21 08:24:03 +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