Φ-Bench: Can Large Language Models Engineer the Infrastructure That Powers Them?
Φ-Bench tests whether frontier LLMs can handle real LLM infrastructure engineering, not just isolated coding tasks.
The benchmark is built from optimization problems in frontier research and real-world code repositories. It spans the infrastructure stack, from kernel-level function completion to longer implementation tasks and end-to-end system optimization. The paper says experiments on frontier models show both current capability and clear limits on the path to autonomous AI infrastructure optimization. HF Daily Papers' note
The benchmark is built from optimization problems in frontier research and real-world code repositories. It spans the infrastructure stack, from kernel-level function completion to longer implementation tasks and end-to-end system optimization. The paper says experiments on frontier models show both current capability and clear limits on the path to autonomous AI infrastructure optimization. HF Daily Papers' note
score 5