04:00
2026-07-17
machinebrief.com
artificial-intelligence
Are LLM-Generated GPU Kernels Production-Ready? A Trace-Driven Benchmark and Optimization Agent
Researchers from Atrex introduced Atrex-Bench, a benchmark of 30 GPU operators and 440 shapes sampled from production inference traces, and found that even the best frontier coding agents achieve only…