plan: Cross-Pollinated Branch Intelligence — 9 tasks, 64 steps

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Task 1: Dead code cleanup (11 items across 6 files)
Task 2: 6 CUDA kernels (VSN, GLU, Q-attention, selectivity)
Task 3: Weight layout 26→42 + separate buffers + liquid_mod pinned
Task 4: VSN + GLU forward integration
Task 5: VSN + GLU backward integration
Task 6: Cross-branch Q attention (624 params, 2-head on 12 Q-values)
Task 7: Liquid tau per-branch dynamics (replaces spread_velocity)
Task 8: Mamba-2 selective replay (learned PER curriculum)
Task 9: Build verification + smoke tests

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

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2026-04-14 23:26:13 +02:00

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