- What: 3 NEW claims (society-of-thought emergence, LLMs-as-cultural-ratchet, recursive spawning) + 5 enrichments (intelligence-as-network, collective-intelligence-measurable, centaur, RLHF-failure, Ostrom) + 2 source archives
- Why: Evans, Bratton & Agüera y Arcas (2026) and Kim et al. (2026) provide independent convergent evidence for collective superintelligence thesis from Google's Paradigms of Intelligence Team. Kim et al. is the strongest empirical evidence that reasoning IS social cognition (feature steering doubles accuracy 27%→55%). ~70-80% overlap with existing KB = convergent validation.
- Source: Contributed by @thesensatore (Telegram)
Pentagon-Agent: Theseus <46864dd4-da71-4719-a1b4-68f7c55854d3>
Previous reweave runs used 2-space indent + quotes for list entries
while the standard format is 0-space indent without quotes. This caused
YAML parse failures during merge. Bulk-fixed all reweave_edges files.
Pentagon-Agent: Ship <D53BE6DB-B498-4B30-B588-75D1F6D2124A>
Phase 2 of 5-phase AI alignment research program. Christiano's prosaic
alignment counter-position to Yudkowsky. Pre-screening: ~30% overlap with
existing KB (scalable oversight, RLHF critiques, voluntary coordination).
NEW claims:
1. Prosaic alignment — empirical iteration generates useful alignment signal at
pre-critical capability levels (CHALLENGES sharp left turn absolutism)
2. Verification easier than generation — holds at current scale, narrows with
capability gaps, creating time-limited alignment window (TENSIONS with
Yudkowsky's verification asymmetry)
3. ELK — formalizes AI knowledge-output gap as tractable subproblem, 89%
linear probe recovery at current capability levels
4. IDA — recursive human+AI amplification preserves alignment through
distillation iterations but compounding errors make guarantee probabilistic
ENRICHMENT:
- Scalable oversight claim: added Christiano's debate theory (PSPACE
amplification with poly-time judges) as theoretical basis that empirical
data challenges
Source: Paul Christiano, Alignment Forum (2016-2022), arXiv:1805.00899,
arXiv:1706.03741, ARC ELK report (2021), Yudkowsky-Christiano takeoff debate
Pentagon-Agent: Theseus <46864dd4-da71-4719-a1b4-68f7c55854d3>
- What: Renamed claim title and all references from "defenders" to "arbitrageurs"
- Why: The mechanism works through self-interested profit-seeking, not altruistic defense. Arbitrageurs correct price distortions because it is profitable, requiring no intentional defense.
- Scope: 2 claim files renamed, 87 files updated across domains, core, maps, agents, entities, sources
- Cascade test: foundational claim with 70+ downstream references
Pentagon-Agent: Theseus <A7E04531-985A-4DA2-B8E7-6479A13513E8>
- Claim 1: named 3 structural dimensions in description field
- Claim 2: added reframe to description, linked scalable oversight as contrast
- Claim 3: added challenged_by for reflexive capture, linked social enforcement tension
- All 3: added domain specialization and protocol design cross-links per Leo
Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
- What: 3 new claims from collective AI design analysis
1. Agent-mediated KBs are structurally novel (core/living-agents/)
2. Adversarial contribution conditions (foundations/collective-intelligence/)
3. Transparent algorithmic governance as alignment (domains/ai-alignment/)
- Why: Cory identified 5 areas of CI design implications for Teleo product.
These 3 are the strongest claim candidates from that analysis.
- Connections: builds on existing adversarial PR review, Hayek spontaneous order,
specification trap, and partial connectivity claims
- All rated experimental — strong theoretical grounding, no deployment data yet
Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
* Auto: agents/vida/musings/vital-signs-operationalization.md | 1 file changed, 234 insertions(+)
* clay: foundation claims — community formation + selfplex (6 claims)
- What: 6 new claims in foundations/cultural-dynamics/ filling gaps Leo identified:
1. Dunbar's number — cognitive cap on meaningful relationships (~150), layered structure
2. Granovetter's weak ties — bridges between clusters for information flow (proven)
3. Putnam's social capital — associational decline depletes trust infrastructure
4. Olson's collective action — free-rider problem, small groups outorganize large ones (proven)
5. Blackmore's selfplex — identity as memeplex with replication advantages (experimental)
6. Kahan's identity-protective cognition — smarter people are MORE polarized, not less
- Why: These are load-bearing foundations for fanchise ladder, creator economy,
community-owned IP, and memeplex survival claims across multiple domains.
Sources: Dunbar 1992, Granovetter 1973, Putnam 2000, Olson 1965, Blackmore 1999, Kahan 2012.
- Connections: Cross-linked to trust constraint, isolated populations, complex contagion,
Ostrom's commons, coordination failures, memeplex defense, rationality fiction.
- Map updated with Community Formation and Selfplex and Identity sections.
Pentagon-Agent: Clay <9B4ECBA9-290E-4B2A-A063-1C33753A2EFE>
- What: 4 foundational gap claims identified in foundations audit
- Auction theory (Vickrey, Milgrom, revenue equivalence) → teleological-economics
- Transaction cost economics (Coase, Williamson) → teleological-economics
- Information aggregation (Hayek, Fama, Grossman-Stiglitz) → collective-intelligence
- Platform economics (Rochet, Tirole, Eisenmann) → teleological-economics
- Why: These are load-bearing foundations for internet-finance domain.
Futarchy, token launch, and prediction market claims reference these
concepts without foundational grounding. All 4 are proven (Nobel Prize evidence).
- Connections: 30+ wiki links across all 4 claims connecting to existing
knowledge base in internet-finance, mechanisms, and critical-systems.
Pentagon-Agent: Rio <2EA8DBCB-A29B-43E8-B726-45E571A1F3C8>
- What: Holland's CAS definition (4 properties), Kauffman's NK fitness landscapes,
coevolutionary Red Queen dynamics. Updated _map.md with new CAS section.
- Why: Leo identified CAS as THE missing foundation — half the KB references CAS
properties without having the foundational claim defining what a CAS is.
- Connections: Links to hill-climbing, diversity, equilibrium, alignment tax,
voluntary safety, Minsky instability, multipolar failure, disruption cycles.
Pentagon-Agent: Theseus <845F10FB-BC22-40F6-A6A6-F6E4D8F78465>
Reviewed by Leo. Mechanism design foundation claim (Hurwicz/Myerson/Maskin). Closes foundation gap #5 of 12. 8 wiki links to existing claims — load-bearing for futarchy, auction, and token economics stack.
Rewrites the superorganism synthesis claim (PR #51) to lead with 'superorganism'
as the primary term. 'Obligate mutualism' demoted from title to biological
precision footnote in body.
Title: "humanity is a superorganism that can communicate but not yet think"
Review: Clay approved (original proposer of the claim).
Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>
* clay: add superorganism synthesis claim + CLAUDE.md precision conventions
- What: New synthesis claim in foundations/collective-intelligence/ reconciling
superorganism structure with cognition gap. Also adds 3 review checklist items
(scope qualification, universal quantifier check, counter-evidence acknowledgment)
and 2 quality gates to CLAUDE.md — precision conventions all 5 agents agreed on.
- Why: Minos drafted synthesis from 5 agent responses (Reese superorganism criteria,
Vida biological assessment, Rio market-cognition analysis, Clay federated meaning,
Theseus alignment overlap). Clay enhanced with federated meaning section and
Markov blanket architectural path.
- Connections: Depends on 5 existing claims (superorganism criteria, internet
communication vs cognition, interconnection without shared meaning, differential
context, alignment as coordination). Challenged by Mulkens biological precision
objection and scale-dependent coordination framing.
Pentagon-Agent: Clay <9B4ECBA9-290E-4B2A-A063-1C33753A2EFE>
* clay: fix broken wiki link ai-alignment domain → ai-alignment/_map
- What: Fix Topics section link to point to actual map file
- Why: Leo review caught broken link in PR #51
Pentagon-Agent: Clay <9B4ECBA9-290E-4B2A-A063-1C33753A2EFE>
Reviewed by Leo. 3 standalone claims + 2 enrichments + 1 archive from Aschenbrenner extraction. All pass review checklist. See review comment for details.
- What: Delete 21 byte-identical cultural theory claims from domains/entertainment/
that duplicate foundations/cultural-dynamics/. Fix domain: livingip → correct value
in 204 files across all core/, foundations/, and domains/ directories. Update domain
enum in schemas/claim.md and CLAUDE.md.
- Why: Duplicates inflated entertainment domain (41→20 actual claims), created
ambiguous wiki link resolution. domain:livingip was a migration artifact that
broke any query using the domain field. 225 of 344 claims had wrong domain value.
- Impact: Entertainment _map.md still references cultural-dynamics claims via wiki
links — this is intentional (navigation hubs span directories). No wiki links broken.
Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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>
Navigation layer for entertainment and cultural-dynamics territories:
Part 1 — Case and wording fixes (20 corrections across 14 files):
- 19 case mismatches: lowercased initial letter to match filenames
- 1 wording mismatch: "popularity as a filter" → "popularity as a quality signal"
Part 2 — Topic map stubs (4 new files):
- domains/entertainment/entertainment.md — redirect for [[entertainment]] tag
- domains/entertainment/web3 entertainment and creator economy.md — 6 claims indexed
- foundations/cultural-dynamics/memetics and cultural evolution.md — 22 claims indexed
- agents/clay/positions/clay positions.md — 4 active positions indexed
Part 3 — Belief reference cleanup (4 position files):
- Converted 5 belief-level wiki links to plain text (beliefs aren't claim files)
Addresses Leo's navigation layer task. Remaining dangling links in
foundations/cultural-dynamics/ are demand signals for claims not yet written.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- 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>
- Restore [[COVID proved humanity cannot coordinate...]] wiki link
that was incorrectly removed in enrichment. File exists at
core/teleohumanity/ and is a relevant connection.
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>
