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jgrusewski 7e78bf4f85 plan(policy-quality): Phase 2 pivot — H4 REJECTED by Task 2.0 data
Task 2.0 instrumentation (commits d60e5375a / 980f3b07f / 41b0c559c)
revealed two silent bugs in Task 0.4's grad_ratio_mag_dir accessor:

  Bug A — readback size mismatch: pinned buffer allocated at
  total_params, but grad_buf length is total_params+cutlass_tile_pad,
  so size check always failed → Err silently coerced to 0.0 by proxy.

  Bug B — readback timing wipe: estimate_avg_q_value_with_early_stopping
  in process_epoch_boundary replays the forward graph, which zeros
  grad_buf. Any subsequent readback sees all zeros.

Both fixed in 41b0c559c; snapshot hoisted to top of process_epoch_boundary.

With those bugs fixed, the measured gradient ratio is NOT 0.0000 — it is
50–400× mag/dir across 60 epochs. Magnitude branch is over-fed, not
starved. Direction gradient is small but non-zero (~2e-2 to 7e0).
Direction policy is observably healthy (Short/Hold/Long/Flat 38/12/42/14%).

Track 1 triage's H4 CONFIRMED verdict was a measurement artefact
produced by Bugs A+B. H4 as originally defined is now REJECTED.

Plan changes:
  - Add new "Task 2.0 findings" section after cross-cutting concerns,
    documenting bug A, bug B, observed data, and revised strategy.
  - Task 2.1 marked DEFERRED (not deleted — kept for reference).
  - Task 2.2 promoted to PRIMARY fix.
  - New fallback: H9 delete-magnitude-branch as replacement for Task 2.1
    if Task 2.2 alone is insufficient.
  - Task 2.0 inventory row updated with LANDED status and commit chain.

Net effect: Phase 2 simplifies. The hardest task (2.1 three-branch
architectural fix) is skipped; primary path is Task 2.2 (~25 LOC).
2026-04-22 11:13:48 +02:00
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