Inception on X: “Diffusion LLMs are the electric car of language models. Same interface…”

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Diffusion LLMs are the electric car of language models. Same interface. Fundamentally different machine under the hood.

Our VP of Engineering @kumarc1 breaks it down on @theinfrapod, including why voice and search agents can't wait for one-token-at-a-time generation.

open.spotify.com1,000 tokens per second: the case against predicting one word at a time (Kumar, VP of Engineering...

Aug 25, 2026, 8:32 PM UTC

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Inception on X: “Diffusion LLMs are the electric car of language models. Same interface…” | PeekX