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docs: mark Research board closed; point live science to defense-transfer
Clarify matrix CLOSED / formal hold does not freeze workspace science. Default live work is sibling defense-transfer Step D; this repo stays ledger hygiene without claim upgrades.
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AGENTS.md

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Paper 1 corrected-evidence matrix is **closed (2026-07-18, Route C)**. Historical Phase G targets and the resubstitution H1 scorer remain permanently quarantined. Admitted claim ceiling is **audit-failure / non-reproduction only** — not positive membership recovery, run-identity heterogeneity, or seed-population variance.
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Active work in this public repo is ledger hygiene, documentation alignment, and artifact packaging that does **not** upgrade claims. Do not relaunch formal training, open held-back seeds, exceed 200k, or change the 0.55 threshold without a new pre-registered protocol and explicit authorization.
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**What agents should do in this repo by default**
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- ledger hygiene, public-safe docs alignment, exploratory-script packaging that does **not** upgrade claims
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- do **not** treat “matrix closed” as “the whole DiffAudit science is frozen”
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**What is *not* blocked by this board**
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- workspace-default live science is **`defense-transfer/` Step D** (sibling repo). That work must not edit this evidence ledger.
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- private manuscript packaging under `Papers/` only after the user’s venue phrase
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**Hard stops (this repo)**
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- no formal relaunch, held-back seeds, >200k, or 0.55 threshold change without a **new** pre-registered protocol and explicit authorization
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Start from:
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1. `ROADMAP.md` — current task board and evidence baseline
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2. `docs/start-here/paper1-corrected-evidence-runbook-2026-07-11.md` — closed protocol record (replay only)
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3. `docs/paper1/frozen-claim-matrix.md` — claim registry and quarantine boundary
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4. `docs/evidence/experiment-master-log.md` — experiment verdict ledger
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1. workspace root `ROADMAP.md` — cross-lane control board (if present)
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2. `ROADMAP.md` — this board (closed matrix + claim boundaries)
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3. `docs/start-here/paper1-corrected-evidence-runbook-2026-07-11.md` — closed protocol record (replay only)
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4. `docs/paper1/frozen-claim-matrix.md` — claim registry and quarantine boundary
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5. `docs/evidence/experiment-master-log.md` — experiment verdict ledger
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Default CUDA environment: see the corrected-evidence runbook (do not treat as a live formal resume checklist).
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Default CUDA environment for *historical* formal path: corrected-evidence runbook (not a live formal resume checklist). For defense-transfer GPU work use the sibling repo + `diffaudit` conda env.
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### Related Work Context (2026-07-05 literature scan)
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ROADMAP.md

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# DiffAudit Research Roadmap
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> Last updated: 2026-07-18
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> Scope: current Research execution board (public-safe).
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> Last updated: 2026-07-18 15:00 +08:00
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> Scope: **Paper-1 / Research public execution board only** (public-safe).
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> Cross-lane control board: workspace root `ROADMAP.md`.
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> **Default live science is not here** — black-box defense transfer lives in
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> sibling `defense-transfer/` and must not mutate this ledger.
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>
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> Implementation: corrected-evidence code is on main (merged from
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> feat/paper1-corrected-evidence). Do not resume historical Phase G targets.
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## Board status (read first)
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| Item | State |
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|------|--------|
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| Corrected confirmatory matrix | **CLOSED** (Route C) |
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| Formal long training | **hold** (no >200k / held-back / threshold edit without new protocol) |
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| Default agent work in *this* repo | ledger hygiene, public-safe packaging, **no claim upgrade** |
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| Live scientific default (workspace) | **`defense-transfer/` Step D** — see that repo’s ROADMAP |
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## Current Baseline
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Paper 1 remains **not submission-ready** as a positive membership-signal paper.

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