f70d9e6d1e
Delete 1024-neuron reservoir — it added noise, not features. Direct 80-bit input → 72 output bins via popcount + WTA Hebbian. Same learning rule (OR reinforce, AND NOT punish), zero indirection. Reservoir adds value for temporal features (step 3), not now.