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Ember-1 vs Kimi K3: The First AI Model Trained to Think Less

This story is from 2026-09-28. It is preserved in the archive; the latest stories are on the live feed.

Run a reasoning model through a coding agent and watch the token counter. The answer it finally writes is a few hundred tokens. Everything before that, the invisible stream of planning, second-guessing, and re-checking, can be tens of thousands. Fireworks AI says models like Kimi K3 spend more than…

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  1. 2026-09-28 03:06 · DEV Community — Machine Learning
    Ember-1 vs Kimi K3: The First AI Model Trained to Think Less

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