Jiantao Jiao

Jiantao Jiao is a director of research and distinguished scientist at NVIDIA, leading the Nemotron data, scaling & evaluation team. The team develops evaluation methods that use early-training signals to predict model capabilities and guide data and training decisions, as well as novel infrastructure and data recipes for scaling model training.
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Posts by Jiantao Jiao

Agentic AI / Generative AI

How SWE-Serve Exposes the Gap Between Local Tests and Live Serving

An AI coding agent’s patch can pass tests yet fail when the server loads a real model and handles requests. Evaluating changes to inference-serving software... 7 MIN READ