Dense per-bar reward using order flow momentum × price confirmation. OFI embedding MLP (16→8 via cuBLAS) feeds into Mamba2 history AND attention input. Replaces sparse exit-only reward with continuous temporal signal for the SSM and attention heads to learn from. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>