Coaching practices for The Ladder of Inference During a Big Change

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Does this sound like the set of challenges you might be facing?

  • I’ve already decided what’s going on and I’m about to act on it
  • I’ve held this view of someone for so long that it’s become self-confirming
  • My conclusion only makes sense because of a bunch of things I’m silently taking for granted about people and how the world works
  • We keep going in circles arguing about who’s right, both certain
  • One new fact came in and I swung from sure-it’s-fine to sure-it’s-a-disaster in a heartbeat

Practices that may help

  1. The Ladder of Inference
    Chris Argyris's ladder of inference describes the rapid, largely invisible mental journey from raw observable data to a firmly held belief and action — selecting data, interpreting it, making assumptions, drawing conclusions, and acting, often in seconds. The practice is to slow this climb and check each rung, especially in high-stakes situations where conclusions feel certain but may be built on shaky selections and assumptions.
  2. Test conclusions before acting on them
    Treat your conclusion as a hypothesis and find one piece of evidence that would confirm or disconfirm it.
    The Ladder of Inference
  3. Slow the reflexive loop
    Your current beliefs shape which data you select, reinforcing themselves — interrupt this loop deliberately.
    The Ladder of Inference
  4. Surface and examine the assumptions you are making
    Name the assumptions filling the gap between the data you selected and the interpretation you reached.
    The Ladder of Inference
  5. Walk down the ladder together in disagreements
    In conflict, stop arguing about conclusions and descend together to the data level.
    The Ladder of Inference
  6. Update beliefs incrementally, not all at once
    New evidence should shift your probability somewhat — rarely from 5% to 95% in one step.
    Bayesian Thinking: How to Update Beliefs Rationally
  7. Build a progressive difficulty ladder
    Map the skill you want into a sequence of steps from just-manageable to genuinely challenging, then climb it one rung at a time.
    Mastery Experiences
  8. Always ask what happens next after the obvious effect
    For any decision, trace at least two steps of consequences before committing.
    Mental Models: Charlie Munger’s Latticework Approach
  9. Update beliefs frequently and in small increments
    When new evidence arrives, adjust your probability estimate — even if the change is small.
    Superforecasting
  10. Ask “and then what?” three times
    Don’t stop at the first consequence — follow the chain at least two steps further.
    Second-Order Thinking: And Then What?

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