Layer 1 complete: E3-E6 + E2 analysis add-ons
Finishes the Layer 1 analytical core. All six experiments run with honest, publication-quality figures; 71 tests green. - E3 region-matched grounding: `grounding.exercised` knob + per-region tail survival. Matched holds the exercised region's tail (0.49) where uniform spreads thin and lets it collapse (0.07). - E4 multi-teacher recombination: `run_coverage` runner. Union coverage matches U(K_T,rho,q) exactly. Finding: mean-mixture distillation shows NO surviving benefit (a conservation law — 1/K_T dilution cancels the union gain); a union-preserving max-merge (M2N2-style) does. E4 reports both operators. - E5 QD vs greedy: greedy drives fixation (H~0.01); QD holds H at 0.48-0.88, rising with the novelty exponent. - E6 re-mint gate: `arm` multi-override sweep. Re-minting a collapsed lineage locks in divergence of KL-to-original; gating on diversity prevents it. - E2 analysis add-ons (from the companion work order, numbers verified): new analysis.py (reduce_to_stationary, critical_grounding with bootstrap CI -> g*=0.048, 95% CI [0.047,0.050]); tail_band_metrics + per-band logging; the E2 figure rebuilt as a 2x2 (defined g*+CI, g=0 flagged as a finite-time artifact, tail item-vs-mass, per-rarity-band panel). Uses truth-mass-weighted tail coverage rather than the raw (martingale) tail_mass. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
This commit is contained in:
parent
a6eb9b7512
commit
1721d047fa
42 changed files with 1938 additions and 135 deletions
|
|
@ -1,37 +1,6 @@
|
|||
experiment: E1_reproduce_collapse
|
||||
seed: 20260704
|
||||
n_replicates: 100
|
||||
grid:
|
||||
- label: {}
|
||||
lineage_cfg:
|
||||
truth:
|
||||
K: 500
|
||||
R: 1
|
||||
tail: zipf
|
||||
zipf_s: 1.1
|
||||
tail_frac: 0.5
|
||||
tail_threshold: 0.001
|
||||
init: truth
|
||||
dynamics:
|
||||
n: 100
|
||||
teachers:
|
||||
K_T: 1
|
||||
rho: 0.0
|
||||
q: 1.0
|
||||
grounding:
|
||||
m: 0
|
||||
policy: proportional
|
||||
selection:
|
||||
mode: none
|
||||
novelty_alpha: 0.0
|
||||
remint:
|
||||
enabled: false
|
||||
period: null
|
||||
H_gate: null
|
||||
generations: 600
|
||||
metrics:
|
||||
kl_floor: 1.0e-09
|
||||
support_eps: 1.0e-09
|
||||
source_config:
|
||||
experiment: E1_reproduce_collapse
|
||||
seed: 20260704
|
||||
|
|
@ -66,3 +35,34 @@ source_config:
|
|||
support_eps: 1.0e-09
|
||||
output:
|
||||
dir: results/E1
|
||||
grid:
|
||||
- label: {}
|
||||
lineage_cfg:
|
||||
truth:
|
||||
K: 500
|
||||
R: 1
|
||||
tail: zipf
|
||||
zipf_s: 1.1
|
||||
tail_frac: 0.5
|
||||
tail_threshold: 0.001
|
||||
init: truth
|
||||
dynamics:
|
||||
n: 100
|
||||
teachers:
|
||||
K_T: 1
|
||||
rho: 0.0
|
||||
q: 1.0
|
||||
grounding:
|
||||
m: 0
|
||||
policy: proportional
|
||||
selection:
|
||||
mode: none
|
||||
novelty_alpha: 0.0
|
||||
remint:
|
||||
enabled: false
|
||||
period: null
|
||||
H_gate: null
|
||||
generations: 600
|
||||
metrics:
|
||||
kl_floor: 1.0e-09
|
||||
support_eps: 1.0e-09
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue