Idea·ID: contextual-assistant-poc
Exploring

Proof of concept: a contextual assistant that only speaks up when useful

Working Hypothesis

A background assistant that only surfaces suggestions when confidence is high will get used more than one that comments on everything.

1 min readautomation, ai-workflows

Still at the idea stage — no prototype built yet. The open question is what “high confidence” should mean in practice before this becomes a testable prototype.

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