Frameworks

AI Presence Framework

Four levels from the published essay. They sit in panes so the stack can be read. The scroll reveal comes later.

High confidence

Act directly. The signal is clear, so the response can be specific.

Moderate confidence

Clarify or refine. You know a lot, and not enough to commit.

Low confidence

Ask before you generate. A question costs less than a wrong answer.

Very low confidence

Nudge, and let the person decide. Do not generate yet.

Source: The right touch: mapping AI presence to user intent

Also in this folder

  • OneX
  • An approach to OKR mapping
  • A checklist for building product without AI slop
  • An outline of a go to market launch plan

The writeups are not in yet.