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What Comes After LLMs? Mamba, Diffusion & World Models

This story is from 2026-09-08. It is preserved in the archive; the latest stories are on the live feed.

AI hype follows a rhythm: roughly every three years, the architecture everyone is betting on gets replaced by something newer. The next shift is already forming in research labs. What follows is a tour of the strongest candidates to replace the transformer, and of the evidence that the shift is alr…

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  1. 2026-09-08 10:48 · DEV Community — AI
    What Comes After LLMs? Mamba, Diffusion & World Models

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