Feeding Expertise to Frontier AI Agents Makes Them Execute Like a Quick-Study Lieutenant

doodlestein · x · 2026-08-03

A user shared their experience working with frontier AI agents, noting that providing them with little breadcrumbs of advice and expertise works exceptionally well.

The agents can instantly recognize when the human user is right and take the input to run with it. The author compares this dynamic to having a lieutenant who is a very quick study, seamlessly integrating expert feedback into its execution loop.

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