Eye on AI
#310 Stefano Ermon: Why Diffusion Language Models Will Define the Next Generation of LLMs
Jan 04, 2026
· 52m
<p dir="ltr">This episode is sponsored by AGNTCY. Unlock agents at scale with an open Internet of Agents. </p> <p>Visit <a href="https://agntcy.org/">https://agntcy.org/</a> and add your support.<br /> <br /> <br /> Most large language models today generate text one token at a time. That design choice creates a hard limit on speed, cost, and scalability.<br /> <br /> In this episode of Eye on AI, Stefano Ermon breaks down diffusion language models and why a parallel, inference-first approach could define the …
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