Nvidia used the NeurIPS conference to debut new AI models for autonomous driving and speech processing. The company introduced Alpamayo-R1, a system designed to handle traffic situations through step-by-step logical reasoning. Nvidia says this approach helps the model respond more effectively to complex real-world scenarios than previous systems. The code is public, but the license limits it to non-commercial use.

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Nvidia also showed new tools for robotics simulation. In speech AI, the company unveiled MultiTalker, a model that can separate and transcribe overlapping conversations from multiple speakers.

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Max is the managing editor of THE DECODER, bringing his background in philosophy to explore questions of consciousness and whether machines truly think or just pretend to.
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