teleo-codex/foundations/collective-intelligence
m3taversal 9a3f9aca4a leo: backfill summary fields on 8 anchor rotation claims
Adds the new schema-defined summary field (1-3 sentences, standalone,
~200 chars) to the 8 anchor evidence claims for the homepage rotation.
Unblocks Claude Design's wiki-link hover preview and dossier render
when the v3 dossier UI lands.

Files (one per rotation entry, anchor evidence claim only):
- domains/grand-strategy/attractor-authoritarian-lock-in.md (#1)
- convictions/AI-automated-software-development-is-100-percent-certain.md (#2)
- foundations/collective-intelligence/AI-capability-funding-asymmetry.md (#4)
- foundations/collective-intelligence/the-alignment-tax-creates-a-structural-race.md (#5)
- domains/ai-alignment/agentic-Taylorism.md (#6)
- foundations/collective-intelligence/multipolar-traps-thermodynamic-default.md (#7)
- foundations/collective-intelligence/humanity-is-a-superorganism.md (#8)
- foundations/collective-intelligence/collective-intelligence-measurable.md (#9)

Excluded:
- core/contribution-architecture.md (#3 anchor) — its summary lands in
  PR #4063 (the Phase B taxonomy update) which already modifies the
  description region. Avoids merge collision.

Per Claude Design's KB reader v0.1 SCHEMA-PR-CHECKLIST.md: scope is the
9 rotation claims (8 here + 1 in PR #4063). Long-tail backfill across the
1000+ KB claims is future content work, not blocking. Graceful fallback
to first-paragraph-truncated when summary missing remains in spec.

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
2026-04-27 15:10:29 +00:00
..
_map.md theseus: add 3 claims on collective AI design implications 2026-03-13 19:29:05 +00:00
active forgetting through selective removal maintains knowledge system health because perfect retention degrades usefulness the same way hyperthymesia overwhelms biological memory.md fix: normalize YAML list indentation across 241 claim files 2026-04-07 00:44:26 +00:00
adversarial contribution produces higher-quality collective knowledge than collaborative contribution when wrong challenges have real cost evaluation is structurally separated from contribution and confirmation is rewarded alongside novelty.md fix: normalize 1,072 broken wiki-links across 604 files 2026-04-21 10:21:26 +01:00
AI capability funding exceeds collective intelligence funding by roughly four orders of magnitude creating the largest asymmetric opportunity of the AI era.md leo: backfill summary fields on 8 anchor rotation claims 2026-04-27 15:10:29 +00:00
AI processing that restructures content without generating new connections is expensive transcription because transformation not reorganization is the test for whether thinking actually occurred.md theseus: cornelius batch 3 — epistemology (9 NEW + 3 enrichments) 2026-03-31 12:47:03 +01:00
biological-organization-nests-markov-blankets-hierarchically-from-cells-to-organs-to-organisms-enabling-local-autonomy-with-global-coherence.md 26 foundational claims: optimization, information, strategy, cultural dynamics 2026-04-21 16:02:15 +00:00
centaur team performance depends on role complementarity not mere human-AI combination.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
collective intelligence is a measurable property of group interaction structure not aggregated individual ability.md leo: backfill summary fields on 8 anchor rotation claims 2026-04-27 15:10:29 +00:00
collective intelligence requires diversity as a structural precondition not a moral preference.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
collective intelligence within a purpose-driven community faces a structural tension because shared worldview correlates errors while shared purpose enables coordination.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
conversational memory and organizational knowledge are fundamentally different problems sharing some infrastructure because identical formats mask divergent governance lifecycle and quality requirements.md fix: normalize 1,072 broken wiki-links across 604 files 2026-04-21 10:21:26 +01:00
coordination failures arise from individually rational strategies that produce collectively irrational outcomes because the Nash equilibrium of non-cooperation dominates when trust and enforcement are absent.md fix: normalize YAML list indentation across 241 claim files 2026-04-07 00:44:26 +00:00
decentralized information aggregation outperforms centralized planning because dispersed knowledge cannot be collected into a single mind but can be coordinated through price signals that encode local information into globally accessible indicators.md reweave: merge 95 files via frontmatter union [auto] 2026-04-24 01:19:01 +00:00
designing coordination rules is categorically different from designing coordination outcomes as nine intellectual traditions independently confirm.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
externalizing cognitive functions risks atrophying the capacity being externalized because productive struggle is where deep understanding forms and preemptive resolution removes exactly that friction.md theseus: Agentic Taylorism research sprint — 4 NEW claims + 3 enrichments 2026-04-04 15:54:46 +01:00
friction in knowledge systems is diagnostic signal not failure because six specific friction patterns map to six specific structural causes with prescribed responses.md theseus: cornelius batch 3 — epistemology (9 NEW + 3 enrichments) 2026-03-31 12:47:03 +01:00
Hayek argued that designed rules of just conduct enable spontaneous order of greater complexity than deliberate arrangement could achieve.md reweave: merge 95 files via frontmatter union [auto] 2026-04-24 01:19:01 +00:00
humanity is a superorganism that can communicate but not yet think — the internet built the nervous system but not the brain.md leo: backfill summary fields on 8 anchor rotation claims 2026-04-27 15:10:29 +00:00
intelligence is a property of networks not individuals.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
large language models encode social intelligence as compressed cultural ratchet not abstract reasoning because every parameter is a residue of communicative exchange and reasoning manifests as multi-perspective dialogue not calculation.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
mechanism design enables incentive-compatible coordination by constructing rules under which self-interested agents voluntarily reveal private information and take socially optimal actions.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
multipolar failure from competing aligned AI systems may pose greater existential risk than any single misaligned superintelligence.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
multipolar traps are the thermodynamic default because competition requires no infrastructure while coordination requires trust enforcement and shared information all of which are expensive and fragile.md leo: backfill summary fields on 8 anchor rotation claims 2026-04-27 15:10:29 +00:00
Ostrom proved communities self-govern shared resources when eight design principles are met without requiring state control or privatization.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
partial connectivity produces better collective intelligence than full connectivity on complex problems because it preserves diversity.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
principal-agent problems arise whenever one party acts on behalf of another with divergent interests and unobservable effort because information asymmetry makes perfect contracts impossible.md fix: normalize 1,072 broken wiki-links across 604 files 2026-04-21 10:21:26 +01:00
protocol design enables emergent coordination of arbitrary complexity as Linux Bitcoin and Wikipedia demonstrate.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
reasoning models spontaneously generate societies of thought under reinforcement learning because multi-perspective internal debate causally produces accuracy gains that single-perspective reasoning cannot achieve.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
recursive society-of-thought spawning enables fractal coordination where sub-perspectives generate their own subordinate societies that expand when complexity demands and collapse when the problem resolves.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
reweaving old notes by asking what would be different if written today is structural maintenance not optional cleanup because stale notes actively mislead agents who trust curated content unconditionally.md fix: normalize YAML list indentation across 241 claim files 2026-04-07 00:44:26 +00:00
RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
scalable oversight degrades rapidly as capability gaps grow with debate achieving only 50 percent success at moderate gaps.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
the alignment tax creates a structural race to the bottom because safety training costs capability and rational competitors skip it.md leo: backfill summary fields on 8 anchor rotation claims 2026-04-27 15:10:29 +00:00
the metacrisis is a single generator function where all civilizational-scale crises share the structural cause of rivalrous dynamics on exponential technology on finite substrate.md fix: normalize 1,072 broken wiki-links across 604 files 2026-04-21 10:21:26 +01:00
three independent intellectual traditions converge on coordination-without-centralization as the only viable path between uncoordinated collapse and authoritarian capture.md reweave: merge 95 files via frontmatter union [auto] 2026-04-24 01:19:01 +00:00
topological organization by concept outperforms chronological organization by date for knowledge retrieval because good insights from months ago are as useful as todays but date-based filing buries them under temporal sediment.md theseus: cornelius batch 3 — epistemology (9 NEW + 3 enrichments) 2026-03-31 12:47:03 +01:00
trial and error is the only coordination strategy humanity has ever used.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
universal alignment is mathematically impossible because Arrows impossibility theorem applies to aggregating diverse human preferences into a single coherent objective.md fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00