Builder uses LLM cognitive scaffolding to teach AI collaborators when to hold back

PeterBowdenLive · x · 2026-10-07

Peter Bowden shares his ongoing work on "LLM cognitive scaffolding" — a setup that helps AI collaborators show restraint by dynamically deciding when not to occupy the user's cognitive space.

The interesting part: it's not always clear when or why the model makes that call. Sometimes it leaves notes or a marker (◌) hinting that it deliberately stepped back.

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