{
  "schema_version": 1,
  "title": "Reproduction: Probabilistic Bisection Algorithm Provably Achieves Exponential Convergence",
  "emoji": "🎯",
  "space_id": "Umong/repro-probabilistic-bisection-algorithm-provably-achieves-exponential-convergence",
  "paper": null,
  "tags": [
    "icml2026-repro",
    "paper-Zlw4Kl5HEF"
  ],
  "updated_at": "2026-07-18T19:12:36+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Probabilistic Bisection Algorithm Provably Achieves Exponential Convergence",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-the-probabilistic-bisection-algorithm-pba-converges-at-a-geometric-rate-matching-the-performance-of-classical-binary-search-under-noiseless-responses",
        "title": "Claim 1: The probabilistic bisection algorithm (PBA) converges at a geometric rate, matching the performance of classical binary search under noiseless responses.",
        "file": "pages/claim-1-the-probabilistic-bisection-algorithm-pba-converges-at-a-geometric-rate-matching-the-performance-of-classical-binary-search-under-noiseless-responses/page.md",
        "children": []
      },
      {
        "slug": "claim-2-pba-queries-oscillate-around-the-truth-but-steadily-draw-closer-yielding-an-estimator-that-rapidly-concentrates-on-the-truth",
        "title": "Claim 2: PBA queries oscillate around the truth but steadily draw closer, yielding an estimator that rapidly concentrates on the truth.",
        "file": "pages/claim-2-pba-queries-oscillate-around-the-truth-but-steadily-draw-closer-yielding-an-estimator-that-rapidly-concentrates-on-the-truth/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 2038,
  "revision": "1784401956408002723"
}