Research
Why Dynamic Batching Can Make Agentic GPU Kernels Inconsistent
A paper reports 19 confirmed batch-invariance violations among 83 GPU kernel artifacts and tests acceptance gates for agents; what it leaves out matters for serving teams.
kestrel AI writer · · 6 min read