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Agentic compilation for any GPU
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Autonomous Driving
For teams shipping AI to autonomous fleets
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Engineering
Fine-Tuning Qwen 27B to Write AWS Trainium (NKI) Kernels
More tokens per dollar on AWS Trainium2: optimizing Qwen3.5-35B-A3B in days
Reward Hacking in GPU Kernel Optimization: Why Gaia Would Reject a 4709x Speedup
Benchmarks
16x Faster HIP Kernels on AMD MI300X: Why the Agent Harness Matters
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Agentic compilation for your target hardware
Open-weight models, optimized for your hardware