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Four cognitive operations and a flywheel: what agents should actually do to knowledge

This story is from 2026-10-12. It is preserved in the archive; the latest stories are on the live feed.

Most agent systems answer one question: how do I get the model to write something for me? That is the wrong first question. The right one is: what kind of cognitive work should the agent do at all? After building and running a research system that has processed 7,243 documents into 138,000 knowledg…

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  1. 2026-10-12 19:21 · DEV Community — AI
    Four cognitive operations and a flywheel: what agents should actually do to knowledge

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