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3 changes: 2 additions & 1 deletion README.md
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Expand Up @@ -31,7 +31,8 @@ accountpulse score --as-of 2017-11-01 --capacity 0.10 --track maven-locked-repla

The sole local project environment is `$HOME/.local/share/accountpulse/project-venv`;
GPU stages fail closed without one visible CUDA GPU. See `BLOCKERS.md`,
`SOURCE_MANIFEST.yaml`, `SPLIT_MANIFEST.yaml`, and the reports under `reports/`.
`SOURCE_MANIFEST.yaml`, `SPLIT_MANIFEST.yaml`, the reports under `reports/`,
and [research decisions and limitations](docs/RESEARCH_DECISIONS.md).
The frozen scientific checkpoint is `accountpulse-v1.0-complete`. Subsequent slicing,
calibration and drift analysis, GPU TreeSHAP, grouped permutation, PDP/ICE, and AP-EV
component diagnostics are preserved separately on branch
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11 changes: 0 additions & 11 deletions RESUME_EVIDENCE.md

This file was deleted.

4 changes: 2 additions & 2 deletions INTERVIEW_NOTES.md → docs/RESEARCH_DECISIONS.md
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@@ -1,6 +1,6 @@
# Interview Notes
# Research Decisions and Limitations

## Track-A A1 update
## Maven Track A: frozen evaluation

The complete official Maven source contains 8,800 opportunities and passed all five frozen hashes. A1 uses a 60-day horizon with three 60-day purge gaps (FIT 1,670; VALIDATION 434; POLICY 273; LOCKED 403). PREASSIGN excludes assignment fields and historical aggregates use only outcomes resolved strictly before engagement. Model choice used VALIDATION; calibration and bounded AP-EV selection used POLICY.

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