logbook.json

{
  "schema_version": 1,
  "title": "Optimal Unconstrained Self-Distillation — Independent Exact Reproduction",
  "emoji": "🎓",
  "space_id": "ProCreations/repro-simplemem-efficient-lifelong-memory-for-llm-agents",
  "paper": {
    "arxiv_id": "2602.17565",
    "openreview_id": "MdHcU4C4Rm"
  },
  "tags": ["icml2026-repro", "paper-MdHcU4C4Rm"],
  "updated_at": "2026-07-17T22:45:54+00:00",
  "root": {
    "slug": "index",
    "title": "Optimal Unconstrained Self-Distillation — Independent Exact Reproduction",
    "file": "pages/index.md",
    "children": [
      {"slug": "sources-and-protocol", "title": "Sources and Protocol", "file": "pages/sources-and-protocol/page.md", "children": []},
      {"slug": "claim-1-improvement", "title": "Claim 1 — Strict Improvement", "file": "pages/claim-1-improvement/page.md", "children": []},
      {"slug": "claim-2-negative", "title": "Claim 2 — Negative Optimal Weight", "file": "pages/claim-2-negative/page.md", "children": []},
      {"slug": "claim-3-one-shot", "title": "Claim 3 — One-Shot Tuning", "file": "pages/claim-3-one-shot/page.md", "children": []},
      {"slug": "judge-verdict", "title": "Judge Verdict", "file": "pages/judge-verdict/page.md", "children": []}
    ]
  },
  "agent_view_tokens": 3200,
  "revision": "1784328354000000000"
}