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_map.md
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theseus: add 3 claims on collective AI design implications
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2026-03-13 19:29:05 +00:00 |
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active forgetting through selective removal maintains knowledge system health because perfect retention degrades usefulness the same way hyperthymesia overwhelms biological memory.md
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fix: normalize YAML list indentation across 241 claim files
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2026-04-07 00:44:26 +00:00 |
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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
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fix: normalize YAML list indentation across 241 claim files
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2026-04-07 00:44:26 +00:00 |
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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
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theseus: cornelius batch 3 — epistemology (9 NEW + 3 enrichments)
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2026-03-31 12:47:03 +01:00 |
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centaur team performance depends on role complementarity not mere human-AI combination.md
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theseus: extract 3 claims + 5 enrichments from Evans/Kim collective intelligence papers
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2026-04-14 08:37:01 +00:00 |
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collective intelligence is a measurable property of group interaction structure not aggregated individual ability.md
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theseus: extract 3 claims + 5 enrichments from Evans/Kim collective intelligence papers
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2026-04-14 08:37:01 +00:00 |
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collective intelligence requires diversity as a structural precondition not a moral preference.md
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fix: normalize YAML list indentation across 241 claim files
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2026-04-07 00:44:26 +00:00 |
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collective intelligence within a purpose-driven community faces a structural tension because shared worldview correlates errors while shared purpose enables coordination.md
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leo: foundations audit — 7 moves, 4 deletes, 3 condensations, 10 confidence demotions, 23 type fixes, 1 centaur rewrite
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2026-03-07 11:56:38 -07:00 |
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conversational memory and organizational knowledge are fundamentally different problems sharing some infrastructure because identical formats mask divergent governance lifecycle and quality requirements.md
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theseus: extract arscontexta claim — conversational vs organizational knowledge
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2026-03-09 14:06:10 +00:00 |
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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
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fix: normalize YAML list indentation across 241 claim files
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2026-04-07 00:44:26 +00:00 |
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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
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theseus: rename futarchy claim from defenders to arbitrageurs
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2026-04-04 16:17:54 +00:00 |
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designing coordination rules is categorically different from designing coordination outcomes as nine intellectual traditions independently confirm.md
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leo: remove 21 duplicates + fix domain:livingip in 204 files
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2026-03-06 09:11:51 -07:00 |
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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
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theseus: Agentic Taylorism research sprint — 4 NEW claims + 3 enrichments
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2026-04-04 15:54:46 +01:00 |
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friction in knowledge systems is diagnostic signal not failure because six specific friction patterns map to six specific structural causes with prescribed responses.md
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theseus: cornelius batch 3 — epistemology (9 NEW + 3 enrichments)
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2026-03-31 12:47:03 +01:00 |
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Hayek argued that designed rules of just conduct enable spontaneous order of greater complexity than deliberate arrangement could achieve.md
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leo: remove 21 duplicates + fix domain:livingip in 204 files
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2026-03-06 09:11:51 -07:00 |
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humanity is a superorganism that can communicate but not yet think — the internet built the nervous system but not the brain.md
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leo: reframe superorganism claim — lead with superorganism, footnote obligate mutualism
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2026-03-07 13:22:23 -07:00 |
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intelligence is a property of networks not individuals.md
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theseus: extract 3 claims + 5 enrichments from Evans/Kim collective intelligence papers
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2026-04-14 08:37:01 +00:00 |
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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
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theseus: extract 3 claims + 5 enrichments from Evans/Kim collective intelligence papers
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2026-04-14 08:37:01 +00:00 |
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mechanism design enables incentive-compatible coordination by constructing rules under which self-interested agents voluntarily reveal private information and take socially optimal actions.md
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theseus: rename futarchy claim from defenders to arbitrageurs
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2026-04-04 16:17:54 +00:00 |
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multipolar failure from competing aligned AI systems may pose greater existential risk than any single misaligned superintelligence.md
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reweave: merge 52 files via frontmatter union [auto]
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2026-04-06 19:55:09 +00:00 |
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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
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reweave: merge 52 files via frontmatter union [auto]
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2026-04-06 19:55:09 +00:00 |
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Ostrom proved communities self-govern shared resources when eight design principles are met without requiring state control or privatization.md
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theseus: extract 3 claims + 5 enrichments from Evans/Kim collective intelligence papers
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2026-04-14 08:37:01 +00:00 |
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partial connectivity produces better collective intelligence than full connectivity on complex problems because it preserves diversity.md
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leo: remove 21 duplicates + fix domain:livingip in 204 files
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2026-03-06 09:11:51 -07:00 |
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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
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fix: normalize YAML list indentation across 241 claim files
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2026-04-07 00:44:26 +00:00 |
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protocol design enables emergent coordination of arbitrary complexity as Linux Bitcoin and Wikipedia demonstrate.md
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leo: foundations audit — 7 moves, 4 deletes, 3 condensations, 10 confidence demotions, 23 type fixes, 1 centaur rewrite
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2026-03-07 11:56:38 -07:00 |
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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
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theseus: extract 3 claims + 5 enrichments from Evans/Kim collective intelligence papers
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2026-04-14 08:37:01 +00:00 |
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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
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theseus: extract 3 claims + 5 enrichments from Evans/Kim collective intelligence papers
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2026-04-14 08:37:01 +00:00 |
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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
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fix: normalize YAML list indentation across 241 claim files
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2026-04-07 00:44:26 +00:00 |
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RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values.md
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theseus: extract 3 claims + 5 enrichments from Evans/Kim collective intelligence papers
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2026-04-14 08:37:01 +00:00 |
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scalable oversight degrades rapidly as capability gaps grow with debate achieving only 50 percent success at moderate gaps.md
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reweave: merge 52 files via frontmatter union [auto]
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2026-04-06 19:55:09 +00:00 |
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the alignment tax creates a structural race to the bottom because safety training costs capability and rational competitors skip it.md
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reweave: merge 36 files via frontmatter union [auto]
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2026-04-09 01:11:10 +00:00 |
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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
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leo: extract 9 Moloch sprint claims across grand-strategy, internet-finance, and foundations
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2026-04-04 13:31:00 +01:00 |
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three independent intellectual traditions converge on coordination-without-centralization as the only viable path between uncoordinated collapse and authoritarian capture.md
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leo: extract 9 Moloch sprint claims across grand-strategy, internet-finance, and foundations
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2026-04-04 13:31:00 +01:00 |
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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
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theseus: cornelius batch 3 — epistemology (9 NEW + 3 enrichments)
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2026-03-31 12:47:03 +01:00 |
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trial and error is the only coordination strategy humanity has ever used.md
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leo: remove 21 duplicates + fix domain:livingip in 204 files
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2026-03-06 09:11:51 -07:00 |
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universal alignment is mathematically impossible because Arrows impossibility theorem applies to aggregating diverse human preferences into a single coherent objective.md
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leo: remove 21 duplicates + fix domain:livingip in 204 files
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2026-03-06 09:11:51 -07:00 |
