{
  "paper": "What Must Experience Models Preserve? Learner-Relative Equivalence and Controlled Failure Cases",
  "status": "Exploratory research manuscript; diagnostic studies, not a new general-purpose algorithm",
  "source_files": {
    "paper/main.tex": "3ef87c3c6b355485d0c29fa1eadde1a0abdfa9db3b98bab7ff6adc72f8ba4a44",
    "paper/sections/foundations.tex": "1d967a46504b805189f8944cfa29c1a3be293c4b0fe7116ae6ad3ad61715e288",
    "paper/sections/experiments.tex": "f51ad11e8be7a8fdc7ce11f5873a8edec03eed954b1ae4932303a897d2bb3165",
    "paper/generated/tabular-results.tex": "61a1f5a5192c1b15208c91cf1e0bb388305f86b0d5779cf3de4c76acad15fe11",
    "paper/generated/supervised-results.tex": "5dc3fdfa52505e79933eeadf9ac851c5e52fb8c42943ddca91f298e973d549ac",
    "paper/generated/cartpole-results.tex": "6f3a145c06cb83f51a379cb9e3e39fcf6b50e02c5525e38fc74f4d8371fce95b",
    "paper/generated/figures/manifest.json": "df4a43d0096a96b77914c5aaa8295b14881637a8acb7d500f981813ac2581141",
    "paper/generated/cartpole-pilot-results.tex": "e673e60a18895969010f162dd0a633e466b4be9105b0670f171e8280fc16a6fc",
    "artifacts/saved-policy-viewer/data.js": "09eb9be812aca0e4be848f784958c2d47ef71d0537bab7deefcb2eb7ec4e79d7",
    "artifacts/saved-policy-viewer/runs/run-0029.js": "9c2211c1c99d7c019054414ed8d5a252107864854e2b96c9086b4fad0c3f422b"
  },
  "curves": "Selected original figure-manifest means and pointwise 95% seed-block bootstrap bands; no smoothing or new experiments",
  "video": {
    "source_run": "results/initial/smoke/cartpole",
    "method": "real_replay",
    "training_seeds": [
      0,
      1
    ],
    "reset_seed": 281474976710656,
    "source_frames": [
      10,
      42
    ],
    "fresh_returns": [
      9,
      41
    ],
    "environment_tau_seconds": 0.02,
    "observations_per_second": 5,
    "encoded_fps": 30,
    "duration_seconds": 10.4,
    "interpolated_states": false,
    "scope": "Fresh evaluation of archived final policies; not manuscript evaluation, training, or a new method ranking"
  },
  "limitations": [
    "Fixed-data exploratory studies; no untouched confirmatory sample",
    "Finite/supervised: ten training seeds; larger CartPole pilot: five; displayed initial-check replay: two",
    "Retained support is not total-memory compression; compute is not matched",
    "Saved-policy source drift is recorded, not reconstructed",
    "Pilot budget changes data quantity and network width together; its means are not an isolated ablation"
  ]
}