Giorgio Gilestro
a6eb9b7512
Scaffold plus the Layer 1 analytical core and the first two experiments. - knowledge/: truth, metrics, teachers (2.7.1 shared-switch construction), step, lineage, experiment, config, seeding (imported as `knowledge`). - Validation spine green: neutral decay (Pred 1), fixation (Pred 2), exact mutation-drift equilibrium (Pred 3), union coverage (Pred 5). 68 tests pass. - E1 reproduces tail-first collapse. E2 delivers the headline: a grounding phase boundary g* << 1, with stationary H tracking the exact H_eq closed form (g=0.005 -> 68% of truth diversity; g=0.05 -> 96%). - Reproducibility: uv venv from a hash-pinned uv.lock is the source of truth; every run writes results.parquet + resolved_config.yaml + manifest.json (lib versions, git commit, sha256). Figures and manifests tracked; the large regenerable parquet is gitignored. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
32 lines
899 B
YAML
32 lines
899 B
YAML
experiment: E1_reproduce_collapse
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seed: 20260704
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n_replicates: 100
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generations: 600
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# Null model (blueprint 2.5-E1): no grounding, single teacher, no selection.
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# Starting from the truth makes the collapse narrative clean -- the tail is lost first,
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# support shrinks to 1, forward-KL diverges, and H decays geometrically at rate 1/n.
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# (The decay law E[H_t]=H_0(1-1/n)^t holds from any start; see the validation suite.)
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truth:
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K: 500
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R: 1
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tail: zipf
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zipf_s: 1.1
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tail_frac: 0.5
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tail_threshold: 1.0e-3
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init: truth
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dynamics:
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n: 100 # distillation sample size = drift strength
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teachers: {K_T: 1, rho: 0.0, q: 1.0}
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grounding: {m: 0, policy: proportional}
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selection: {mode: none, novelty_alpha: 0.0}
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remint: {enabled: false, period: null, H_gate: null}
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metrics:
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kl_floor: 1.0e-9
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support_eps: 1.0e-9
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# No sweep: a single condition.
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output:
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dir: results/E1
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