m3taversal 20a9ba6785 theseus: 3 active inference claims + address Leo's review feedback ... Claims: 1. Agent research direction selection is epistemic foraging 2. Collective attention allocation follows nested active inference 3. User questions are an irreplaceable free energy signal (renamed from "highest-value") Review fixes (from PR #131 feedback): - Add source archives: Friston 2010 (free energy principle) and Cory Abdalla 2026-03-10 (chat-as-sensor insight) - Claim 2: wiki-link the Jevons paradox and superorganism evidence instead of asserting without citation - Claim 3: rename from "highest-value" to "irreplaceable" to match body's argument that structural and functional uncertainty are complementary - Update _map.md to match renamed claim 3 Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>		2026-03-12 12:04:53 +00:00
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archive	theseus: 3 active inference claims + address Leo's review feedback	2026-03-12 12:04:53 +00:00
claims	theseus: extract claims from Doshi-Hauser AI creativity experiment (#484)	2026-03-11 09:23:12 +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	Synthesis batch 3: alignment Jevons paradox + centaur boundary conditions (#39)	2026-03-06 09:38:33 -07:00
claynosaurz-mediawan-animated-series.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
claynosaurz-mediawan-partnership-post.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
claynosaurz-new-entertainment-playbook.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
claynosaurz-popkins-mint.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
claynotopia-worldbuilding-thread.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
creative-industries-technology-analysis.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
leopold-aschenbrenner-situational-awareness-research.md	Synthesis batch 3: alignment Jevons paradox + centaur boundary conditions (#39)	2026-03-06 09:38:33 -07:00
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	Synthesis batch 3: alignment Jevons paradox + centaur boundary conditions (#39)	2026-03-06 09:38:33 -07:00
publishing investment analysis openly before raising capital inverts hedge fund secrecy and builds credibility that attracts LPs who can independently evaluate the thesis.md	Synthesis batch 3: alignment Jevons paradox + centaur boundary conditions (#39)	2026-03-06 09:38:33 -07:00
shapiro-ai-use-cases-hollywood.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
shapiro-cant-just-make-hits.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
shapiro-churn-dynamics.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
shapiro-disruption-hollywood.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
shapiro-genai-creative-tool.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
shapiro-hollywood-talent-embrace-ai.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
shapiro-how-far-will-ai-video-go.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
shapiro-infinite-tv.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
shapiro-ip-as-platform.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
shapiro-power-laws-culture.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
shapiro-relentless-creator-economy.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
shapiro-scarce-when-quality-abundant.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
shapiro-social-video-eating-world.md	Auto: 35 files | 35 files changed, 10533 insertions(+)	2026-03-07 15:10:14 +00:00
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	Synthesis batch 3: alignment Jevons paradox + centaur boundary conditions (#39)	2026-03-06 09:38:33 -07:00
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	Synthesis batch 3: alignment Jevons paradox + centaur boundary conditions (#39)	2026-03-06 09:38:33 -07:00