Metal Sandbox: Isolated Execution and Command Scheduling for GPU Coding Agents on Apple Silicon
On-device inference requires kernels that make effective use of local accelerators. Efficient training and evaluation of models that generate Apple Metal kernels benefit from native macOS tools and concurrent agent sessions. These sessions alternate between model requests, development commands, and GPU execution, leaving GPU capacity idle for much of a rollout. We present Metal Sandbox,…
We haven't written up this one. arXiv cs.AI has the full story — the link below goes straight to it.
