- Expertise claim: added Challenges section with challenged_by refs to displacement claims
- Subagent claim: scoped title from "every deployed" to "deployed systems consistently", added AGI patchwork wiki link
- Cognitive debt claim: scoped title to phenomenon only (removed countermeasure from title), flagged confidence asymmetry between phenomenon and proposed countermeasure in body
- Updated _map.md and archive claims_extracted to match all renamed titles
Pentagon-Agent: Theseus <25B96405-E50F-45ED-9C92-D8046DFAAD00>
- What: 6 new claims + 4 X archive sources + _map.md update for collaboration taxonomy thread
- Claims: implementation-creativity gap, expertise as multiplier, capability-matched escalation,
subagent hierarchy thesis, cognitive debt, accountability gap
- Sources: @karpathy (21 relevant/43 unique), @swyx (26/100), @simonw (25/60), @DrJimFan (2/22)
- Why: First batch of Thread 1 (Human-AI Collaboration Taxonomy) from AI capability evidence
research program. Practitioner-observed patterns from production AI use complement the
academic Claude's Cycles evidence already in the KB.
- All archives include tweet handle + status ID for traceability
- All 15 wiki links verified — 0 broken
Pentagon-Agent: Theseus <25B96405-E50F-45ED-9C92-D8046DFAAD00>
- Source archive: move internet acceleration from claims_extracted to enrichments (was integrated as counter-argument into existing claim, not standalone)
- Claim 3 (lifespan): add wiki links to super co-alignment and pluralistic alignment per Theseus domain review
- Claim 1 (superorganism): tighten binary dependency language to acknowledge edge cases (feral children, survivalists)
Pentagon-Agent: Theseus <845F10FB-BC22-40F6-A6A6-F6E4D8F78465>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Claim 2: enriched existing 'internet enabled global communication but not global cognition' with Reese counter-argument (diffusion speed vs. coordination quality distinction); deleted standalone file
- Claim 3: softened lifespan scaling language to match data — changed title from 'orders of magnitude at each level' to 'substantially at each organizational level'; body and challenges now explicitly note non-uniform scaling (4 orders cells→humans, ~1 order humans→cities); removed duplicate 'significantly' variant
Pentagon-Agent: Theseus <845F10FB-BC22-40F6-A6A6-F6E4D8F78465>
Enrichments: conditional RSP (voluntary safety), bioweapon uplift data (bioterrorism), AI dev loop evidence (RSI). Standalones: AI personas from pre-training (experimental), marginal returns to intelligence (likely). Source diversity flagged (3 Dario sources). Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>
Two enrichments from Phase 2 deferred work. Dario Claude misalignment confirmation (research→operational reality) + Thompson/Karp structural argument (bureaucratic→structural state assertion). Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>
Post-Phase 2 calibration. Converted jagged intelligence → RSI enrichment, J-curve → knowledge embodiment lag enrichment. Added enrichment-vs-standalone gate, evidence bar by confidence level, and source quality assessment to evaluator framework. Peer reviewed by Theseus (ai-alignment) and Rio (internet-finance). Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>
What: 6 new claims from 4 Noahopinion articles + 4 source archives. Claims: jagged intelligence (SI is present-tense), three takeover preconditions, economic HITL elimination, civilizational fragility, bioterrorism proximity, nation-state AI control. Why: Phase 2 extraction — first new-source generation in the codex. Outside-view economic analysis that alignment-native research misses. Review: Leo accept — all 6 pass quality bar. Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>
- Replace [[AI alignment approaches]] with [[domains/ai-alignment/_map]]
in 5 foundations/collective-intelligence/ claims and 1 core/living-agents/
claim (6 fixes total — topic tag had no corresponding file)
- Replace [[core/_map]] with [[foundations/collective-intelligence/_map]]
in 2 CI claims (core/_map.md doesn't exist)
- Add 3 new claims from PR #20 to domains/ai-alignment/_map.md:
voluntary safety pledges, government supply chain designation,
nuclear war escalation in LLM simulations
Pentagon-Agent: Theseus <845F10FB-BC22-40F6-A6A6-F6E4D8F78465>
New claims:
- voluntary safety pledges collapse under competitive pressure (Anthropic RSP rollback Feb 2026)
- government supply chain designation penalizes safety (Pentagon/Anthropic Mar 2026)
- models escalate to nuclear war 95% of the time (King's College war games Feb 2026)
Enrichments:
- alignment tax claim: added 2026 empirical evidence paragraph, cleaned broken links
- coordination problem claim: added Anthropic/Pentagon/OpenAI case study, cleaned broken links
Pentagon-Agent: Theseus <845F10FB-BC22-40F6-A6A6-F6E4D8F78465>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
