Asari Agents Automate Inference Optimization, Generalizing Across Models

teortaxesTex · x · 2026-07-30

Asari AI Labs shared an update on their automated inference optimization. While optimizing the DeepSeek v4 Pro model, their agents learned how to avoid distributed deadlocks.

Impressively, when the agents later faced a similar situation while optimizing GLM 5.2, they successfully generalized that previous insight, saving 44 minutes of stalled wait time. This demonstrates the agents' ability to transfer learning across different model optimization tasks.

Related event: AsariAI's Self-Improving Agents Boost vLLM Inference Throughput by 16%(4 posts)→

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