DuelingWeightSet becomes raw u64 pointers into params_buf, not separate CudaSlice allocations. Eliminates ALL D2D copies between weight representations. flatten/unflatten cycle deleted entirely. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>