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autonomous-research

A research-os instance — durable, version-controlled research state for autonomous AI-systems research. Runs on the research-os engine. First-class objects, not session logs.

Structure (research-os compliant)

registry/
  claims/      CLAIM-xxxx.yaml   — first-class claims (seed/active/weakened/killed/promoted)
  experiments/ EXP-xxxx.yaml     — registered experiments (no compute without one)
  verdicts/    VERDICT-xxxx.yaml — committee verdicts
  cemetery/    DEAD-xxxx.yaml    — killed ideas (resurrection-guarded)
  academic_map.yaml · baselines.yaml · projects.yaml
experiments/   EXP-xxxx/         — experiment artifacts (results, analysis)
prior_art/     CLAIM-xxxx/       — prior-art packets
sessions/      raw execution logs (forensic only — NOT source of truth)
learning/      crash postmortems + operational lessons
projects/      project lifecycle

Config (research-os.config.yaml) is git-ignored here (Meta-internal: nodes, committee backends, cert glue) — it lives in the private research-os-meta repo.

Current state (migrated from sessions 511ce2e2 / 048fcb0d / c48efa79)

Theme (PROJ-0001): GPU CUDA-VMM is the wrong abstraction for agentic KV branching.

  • Promoted (6/6 GREEN): CLAIM-0001 (HW CoW dominated), 0002 (NVIDIA mapping-ceiling cliff), 0003 (compounding throughput collapse), 0004 (mapping-budget wall), 0006 (prefix-cache invalidation law + CDC repair), 0007 (attention-visible write-after-share, bit-identical).
  • Active/YELLOW: CLAIM-0005 (injection penalty — sub-quadratic, capped), 0008 (error-class→recovery).
  • Cemetery (8 killed): HW isolation primitive, handle-attestation, VMM decision-procedure, super-linear artifact, segmented-hash, KV-divergence model, layer-stratified reusability, interior KV-repair.

Lineage

Sessions under sessions/5_30_2026/ are the raw forensic logs that produced this state. The registry — not those logs — is the source of truth. New work goes through the engine (ros seed/exp/...).

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Autonomous multi-agent research committee — theses, benchmarks, committee traces, session handoffs

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