{
  "title": "Why Self-Distillation Helps and Hurts: Denoising vs. Signal Forgetting",
  "orid": "VnA5q5jXVz",
  "space_id": "neonforestmist/self-training-risk-recursions-repro",
  "forecast": "10/10",
  "repair": "claim-faithful-v3",
  "repaired_at": "2026-07-27T19:08:48.248295+00:00",
  "pages": [
    "01-deterministic-equivalent-recursions-prediction-r",
    "02-test-risk-function-self-training-iteration",
    "03-spiked-covariance-models-self-training-iteration",
    "04-iterated-generalized-cross-validation-igcv-estim",
    "05-theoretical-denoising-forgetting-risk-tradeoff-d",
    "conclusion"
  ],
  "artifacts": [
    "evidence/claim_1.json",
    "evidence/claim_2.json",
    "evidence/claim_3.json",
    "evidence/claim_4.json",
    "evidence/claim_5.json"
  ],
  "cpu_only": true
}