faeval.git/experiments/cifar_deltaL_test.py, branch master Unnamed repository; edit this file 'description' to name the repository. Add CIFAR deltaL test (failed) and pivot design memo 2026-03-24T06:44:34+00:00 YurenHao0426 Blackhao0426@gmail.com 2026-03-24T06:44:34+00:00 c09ae4244033a7a2703f0c36279d598ca869a95f - CIFAR deltaL: s=grad_hL CE (dim=512) -> acc=17.2%, Gamma≈0 Confirms scalar value field has dimensionality bottleneck on CIFAR - Pivot memo: direct vector credit field a_phi(h,t,s) -> R^d Trained with perturbation-based target, avoids curvature problem Still satisfies no hidden BP anchor constraint Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> 
- CIFAR deltaL: s=grad_hL CE (dim=512) -> acc=17.2%, Gamma≈0
  Confirms scalar value field has dimensionality bottleneck on CIFAR
- Pivot memo: direct vector credit field a_phi(h,t,s) -> R^d
  Trained with perturbation-based target, avoids curvature problem
  Still satisfies no hidden BP anchor constraint

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>