{
  "title": "Improved Bounds for Private and Robust Alignment",
  "orid": "r3PKGNlKET",
  "space_id": "neonforestmist/private-robust-alignment-bounds-repro",
  "forecast": "12/12",
  "repair": "claim-faithful-v3",
  "repaired_at": "2026-07-27T19:01:05.014825+00:00",
  "pages": [
    "01-standard-mle-style-log-loss-near-optimal",
    "02-establishes-uniform-convergence-square-loss",
    "03-privacy-cost-enters-multiplicative-factor",
    "04-two-orderings-corruption-privacy-are",
    "05-introduces-privxpo-squarexpo-first-online",
    "06-offline-algorithms-priv-chi-po-square-chi-po-ach",
    "conclusion"
  ],
  "artifacts": [
    "evidence/claim_1.json",
    "evidence/claim_2.json",
    "evidence/claim_3.json",
    "evidence/claim_4.json",
    "evidence/claim_5.json",
    "evidence/claim_6.json"
  ],
  "cpu_only": true
}