{
  "schema_version": 1,
  "title": "Repro - Understanding Generalization and Forgetting in In-Context Continual Learning",
  "emoji": "🧭",
  "space_id": "SabaPivot/repro-in-context-continual-learning",
  "paper": {
    "arxiv_id": "2605.28705"
  },
  "tags": [
    "icml2026-repro",
    "paper-68AMoK2YNk"
  ],
  "updated_at": "2026-07-17T14:56:02+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Understanding Generalization and Forgetting in In-Context Continual Learning",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-generalization-error-decomposition",
        "title": "Claim 1: Generalization-error decomposition",
        "file": "pages/claim-1-generalization-error-decomposition/page.md",
        "children": []
      },
      {
        "slug": "claim-2-forgetting-by-attention-reweighting",
        "title": "Claim 2: Forgetting by attention reweighting",
        "file": "pages/claim-2-forgetting-by-attention-reweighting/page.md",
        "children": []
      },
      {
        "slug": "claim-3-conditional-non-monotonic-context-curves",
        "title": "Claim 3: Conditional non-monotonic context curves",
        "file": "pages/claim-3-conditional-non-monotonic-context-curves/page.md",
        "children": []
      },
      {
        "slug": "claim-4-conditional-asymptotic-forgetting-floor",
        "title": "Claim 4: Conditional asymptotic forgetting floor",
        "file": "pages/claim-4-conditional-asymptotic-forgetting-floor/page.md",
        "children": []
      },
      {
        "slug": "claim-5-gpt-2-and-qwen-empirical-evidence",
        "title": "Claim 5: GPT-2 and Qwen empirical evidence",
        "file": "pages/claim-5-gpt-2-and-qwen-empirical-evidence/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 8990,
  "revision": "1784300162626544215"
}