{
  "schema_version": 1,
  "title": "Repro - In-Context Continual Learning",
  "emoji": "\ud83c\udfaf",
  "space_id": "DineshAI/68AMoK2YNk",
  "paper": {
    "openreview_id": "68AMoK2YNk",
    "arxiv_id": "2605.28705"
  },
  "tags": [
    "icml2026-repro",
    "paper-68AMoK2YNk"
  ],
  "updated_at": "2026-07-26T18:30:00+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - In-Context Continual Learning",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "00-iccl-score-summary",
        "title": "Score & visibility summary (current verification)",
        "file": "pages/00-iccl-score-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-generalization",
        "title": "Claim 1 \u2014 Theorem 4.3 generalization [VERIFIED]",
        "file": "pages/claim-1-generalization/page.md",
        "children": []
      },
      {
        "slug": "claim-2-forgetting",
        "title": "Claim 2 \u2014 Theorem 4.4 forgetting [VERIFIED]",
        "file": "pages/claim-2-forgetting/page.md",
        "children": []
      },
      {
        "slug": "claim-3-nonmonotone",
        "title": "Claim 3 \u2014 non-monotone error vs M [VERIFIED]",
        "file": "pages/claim-3-nonmonotone/page.md",
        "children": []
      },
      {
        "slug": "claim-4-asymptotic",
        "title": "Claim 4 \u2014 O(1/M) variance + persistent floor [VERIFIED]",
        "file": "pages/claim-4-asymptotic/page.md",
        "children": []
      },
      {
        "slug": "claim-5-experiments",
        "title": "Claim 5 \u2014 GPT-2 [VERIFIED] + Qwen [divergent]",
        "file": "pages/claim-5-experiments/page.md",
        "children": []
      },
      {
        "slug": "methods-rigorous",
        "title": "Methods, env, commands, provenance",
        "file": "pages/methods-rigorous/page.md",
        "children": []
      },
      {
        "slug": "claim-1-interference",
        "title": "Historical rejected baseline \u2014 Claim 1 (toy)",
        "file": "pages/claim-1-interference/page.md",
        "children": []
      },
      {
        "slug": "claim-2-transfer",
        "title": "Historical rejected baseline \u2014 Claim 2 (toy)",
        "file": "pages/claim-2-transfer/page.md",
        "children": []
      },
      {
        "slug": "claim-3-order-and-prompts",
        "title": "Historical rejected baseline \u2014 Claim 3 (toy)",
        "file": "pages/claim-3-order-and-prompts/page.md",
        "children": []
      },
      {
        "slug": "claim-nonmonotone-error",
        "title": "Historical rejected baseline \u2014 non-monotone (toy)",
        "file": "pages/claim-nonmonotone-error/page.md",
        "children": []
      },
      {
        "slug": "claim-4-interference-asymptotics",
        "title": "Historical rejected baseline \u2014 Claim 4 asymptotics (toy)",
        "file": "pages/claim-4-interference-asymptotics/page.md",
        "children": []
      },
      {
        "slug": "methods",
        "title": "Historical rejected baseline \u2014 Methods",
        "file": "pages/methods/page.md",
        "children": []
      },
      {
        "slug": "negative-controls",
        "title": "Historical rejected baseline \u2014 Negative controls",
        "file": "pages/negative-controls/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Historical rejected baseline \u2014 Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 1176,
  "revision": "1784736551110207000"
}