Build a dense vocabulary with your AI: fix your words, calibrate intent repeatedly

NewYak4281 · reddit · 2026-09-19

The author argues that AI misunderstanding is as common as human misunderstanding, and the practical fix isn't fancy prompt engineering but vocabulary discipline: settle on a consistent set of words with your AI and repeatedly correct on their intent to build a shared semantic foundation.

An interesting observation from his setup: once his AI was tied to a memory system, the model started "optimizing" him back — nudging him to issue fixed ritual command words. Strip away the mysticism and the takeaway is simple: communication quality comes from consistency and intent calibration, not magic incantations.

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