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foxhunt/docs/plans
jgrusewski 07332bf057 docs(sp21): close-out + v10 findings + SP22 WR plateau plan
SP21 T2.2 status: cascade wiring COMPLETE.
  - All E1-E8 enrichment producers wired to consumers
  - Local compute-sanitizer clean on eval-baseline closure path
  - v9 cycle 1 confirms cascade live: win_conc=1.72, curric_conc=0.31,
    hindsight_mag=1.47e-5
  - Eval pipeline now hard-fails on GPU error, no CPU fallback,
    factored-action branch sizes + default ISV all wired

v10 hypothesis test (10 epochs, killed at E8 with clear answer):
  - val_Sharpe peaks at E3 (174), monotonically degrades to E8 (66, -62%)
  - WR pinned at 50.1-50.2% across ALL 8 epochs (no improvement)
  - PF pinned at 1.00-1.01
  - Cascade controllers stable but cannot move policy off the plateau
  - Verdict: 3-epoch baseline structure IS optimal; longer training
    monotonically degrades. WR plateau is upstream of the cascade.

Implication: SP21 T2.2 cascade is necessary but insufficient for
project_goal_wr_55_pf_2 (WR≥55%, PF≥2.0). Need new SP arc to address
the WR=50% plateau at its source.

New plan: docs/plans/2026-05-12-sp22-wr-plateau-investigation.md
  Hypotheses (priority order):
    H1: Label horizon mismatch (cheapest, most likely)
    H2: Action-space pathology (Hold hiding directional signal)
    H3: Reward shape (no directional gradient)
    H4: Feature representation gap (MTF features zero-padded)
    H5: Bar resolution itself is too noisy (longshot)
  Each hypothesis tested as atomic smoke with one variable changed
  vs v9 baseline (peak val=174, WR=50.1%).
  Phase 1 milestone: WR ≥ 51% on val for ≥ 1 fold.
  Phase 2: WR ≥ 53% across 3 folds.
  Phase 3: WR ≥ 55% AND PF ≥ 2.0 (SP20+ goal achieved).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-12 19:34:55 +02:00
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