m3taversal a86e804c87 theseus: extract 4 claims from Knuth's Claude's Cycles paper ... - What: 4 new claims about AI capability evidence from Knuth's Feb 2026 paper on Hamiltonian cycle decomposition solved by Claude Opus 4.6 + Filip Stappers - Claims: 1. Human-AI collaboration succeeds through three-role specialization (explore/coach/verify) 2. Multi-model collaboration outperforms single models on hard problems (even case) 3. AI capability and reliability are independent dimensions (solved problem but degraded) 4. Formal verification provides scalable oversight that doesn't degrade with capability gaps - Source: archived at inbox/archive/2026-02-28-knuth-claudes-cycles.md (now processed) - _map.md: added new "AI Capability Evidence (Empirical)" section - All 12 wiki links verified resolving Pentagon-Agent: Theseus <845F10FB-BC22-40F6-A6A6-F6E4D8F78465>		2026-03-07 19:52:15 +00:00
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archive	theseus: extract 4 claims from Knuth's Claude's Cycles paper	2026-03-07 19:52:15 +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	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