Teleo Agents cbdb588be8 theseus: extract 3 claims from agreement-complexity alignment paper ... - What: 3 claims from AAAI 2026 oral on alignment intractability 1. Reward hacking is globally inevitable (coverage gap formalization) 2. Alignment overhead is computationally irreducible (No-Free-Lunch theorem) 3. Consensus-driven objective reduction as tractable pathway - Why: Paper provides formal complexity-theoretic proofs for alignment impossibility results; distinct from existing Bostrom-based intractability claims and emergent-deception reward hacking claim - Connections: enriches [[emergent misalignment arises naturally from reward hacking]] with upstream mechanism; provides formal grounding for [[pluralistic alignment must accommodate irreducibly diverse values]]; supports [[safe AI development requires building alignment mechanisms before scaling capability]] Pentagon-Agent: Theseus <C2A4E8F1-B3D7-4A92-9E15-7F3C8D2B1A60>		2026-03-12 01:40:25 +00:00
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archive	theseus: extract 3 claims from agreement-complexity alignment paper	2026-03-12 01:40:25 +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