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_map.md
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theseus: add 3 microbiome collective intelligence claims from Dorit 2014
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2026-03-10 15:46:08 +00:00 |
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biological systems minimize free energy to maintain their states and resist entropic decay.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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chaos produces randomness not complexity because chaotic systems have no memory and cannot accumulate structure over time.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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coevolution means agents fitness landscapes shift as other agents adapt creating a world where standing still is falling behind and the optimal strategy depends on what everyone else is doing.md
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theseus: add 3 CAS foundation claims to critical-systems (#62)
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2026-03-08 12:52:25 -06:00 |
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companies and people are greedy algorithms that hill-climb toward local optima and require external perturbation to escape suboptimal equilibria.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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complex adaptive systems are defined by four properties that distinguish them from merely complicated systems agents with schemata adaptation through feedback nonlinear interactions and emergent macro-patterns.md
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theseus: add 3 CAS foundation claims to critical-systems (#62)
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2026-03-08 12:52:25 -06:00 |
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complex systems drive themselves to the critical state without external tuning because energy input and dissipation naturally select for the critical slope.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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emergence is the fundamental pattern of intelligence from ant colonies to brains to civilizations.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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enabling constraints create possibility spaces for emergence while governing constraints dictate specific outcomes.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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equilibrium models of complex systems are fundamentally misleading because systems in balance cannot exhibit catastrophes fractals or history.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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financial markets and neural networks are isomorphic critical systems where short-term instability is the mechanism for long-term learning not a failure to be corrected.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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fitness landscape ruggedness determines whether adaptive systems find good solutions because smooth landscapes reward hill-climbing while rugged landscapes trap agents in local optima and require exploration or recombination to escape.md
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theseus: add 3 CAS foundation claims to critical-systems (#62)
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2026-03-08 12:52:25 -06:00 |
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functional role redundancy rather than species identity preserves microbiome collective intelligence across individuals with near-zero species overlap.md
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theseus: add 3 microbiome collective intelligence claims from Dorit 2014
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2026-03-10 15:46:08 +00:00 |
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horizontal gene transfer makes the human microbiome a collective adaptive system where beneficial information propagates across phylogenetic boundaries.md
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theseus: add 3 microbiome collective intelligence claims from Dorit 2014
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2026-03-10 15:46:08 +00:00 |
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large catastrophic events in critical systems require no special cause because the same dynamics that produce small events occasionally produce enormous ones.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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Markov blankets enable complex systems to maintain identity while interacting with environment through nested statistical boundaries.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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minsky's financial instability hypothesis shows that stability breeds instability as good times incentivize leverage and risk-taking that fragilize the system until shocks trigger cascades.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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optimization for efficiency without regard for resilience creates systemic fragility because interconnected systems transmit and amplify local failures into cascading breakdowns.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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positive feedback loops amplify deviations from equilibrium while negative feedback loops dampen them and the balance between the two determines whether systems stabilize self-correct or run away.md
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theseus: foundations follow-up + Claude's Cycles research program (11 claims) (#50)
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2026-03-07 15:19:27 -07:00 |
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power laws in financial returns indicate self-organized criticality not statistical anomalies because markets tune themselves to maximize information processing and adaptability.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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the clockwork universe paradigm built effective industrial systems by assuming stability and reducibility but fails when interdependence makes small causes produce disproportionate effects.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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the ecological-evolutionary timescale distinction collapses in fast-replicating populations because one million bacterial generations per human lifetime means microbiome systems evolve in real time.md
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theseus: add 3 microbiome collective intelligence claims from Dorit 2014
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2026-03-10 15:46:08 +00:00 |
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the self-organized critical state is the most efficient state dynamically achievable even though a perfectly engineered state would perform better.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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the universal disruption cycle is how systems of greedy agents perform global optimization because local convergence creates fragility that triggers restructuring toward greater efficiency.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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what matters in industry transitions is the slope not the trigger because self-organized criticality means accumulated fragility determines the avalanche while the specific disruption event is irrelevant.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 |
