drift thresholds and proposals

drift proposals appear when the app sees repeated evidence that a user's real choices may be moving away from the current voice profile.

updated may 3, 2026 voice profile no images
quick answer

review a proposal as a possible profile update, not as proof that the profile is wrong.

use this for

  • explaining profile drift
  • supporting users who see repeated advice
  • deciding whether to update a brand profile

steps

  1. review the recurring issue or lesson.
  2. compare it with the current profile.
  3. decide whether the user's real voice has changed.
  4. accept the proposal only when it should become part of the profile.
  5. dismiss it when the pattern was temporary or wrong.

details to know

  • drift proposals are built from repeated behavior, not one document.
  • accepted proposals keep future checks aligned with how the user actually writes.
  • dismissed proposals help avoid overfitting the profile.

limits and edge cases

  • do not accept a proposal because it is convenient.
  • do not treat a temporary campaign voice as the permanent brand voice unless that is intentional.
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