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Native Blackwell (sm_100) tcgen05 training backward for the gated-linear-recurrence family (GDN/KDA/GLA/SSD/LA), plus a contract-grade verifier that audits LLM-generated GPU kernels. Six Mamba-3 Triton kernels; GRPO trainer graded on contract correctness. arXiv:2608.12700
Measured sm_110 / sm_110a facts for NVIDIA Jetson AGX Thor: tensor-core capability matrix (2:4 sparsity works on plain sm_110; tcgen05 + NVFP4 block-scale is sm_110a-only), CUDA 11/12->13 migration breaks, CPU ISA, and the bandwidth roofline. With probes.