Mastermind recap

The Residue Question

· AIMM Spring 2026 · 90 min

Facilitators: Lou D'Alo

  • tacit knowledge
  • model training
  • positioning

The opening question

Maya opened the session by reading the residue paragraph from “The Ladder Was the Trap” out loud and asking: if the residue is shrinking, what’s the half-life of my edge?

What the cohort surfaced

Sample recap body — replace with the synthesized notes from the actual session.

Three threads emerged:

  1. The recording asymmetry. What gets recorded is not what gets remembered. The texture of a meeting that everyone left feeling differently about is residue, even if the transcript is in someone’s vault.
  2. The exposure premium. Models train on what was written; practitioners are formed by what they were exposed to. Specific exposure ≠ general training data.
  3. The redesign question. “How do I position around judgment” is the wrong frame. “How do I redesign the work so judgment is load-bearing” is the right one.

Action items

  • Each member runs the week test by next session.
  • Bring one redesign hypothesis to the next call.