Consequence models: AI that knows what happens next
This story is from 2026-10-12. It is preserved in the archive; the latest stories are on the live feed.
Coding agents can write a pull request, run the tests and fix what breaks. Yet someone still watches them. The reason isn't that they write bad code. It's that they can't tell, before they act, what acting will do. This post is about a kind of model we think is missing from almost every agent stack…
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- 2026-10-12 10:31 · DEV Community — Machine Learning
Consequence models: AI that knows what happens next