Coaching practices for The Ladder of Inference at Work

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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
  • We keep going in circles arguing about who’s right, both certain
  • My conclusion only makes sense because of a bunch of things I’m silently taking for granted about people and how the world works
  • I’ve held this view of someone for so long that it’s become self-confirming
  • I’m sure about my read on this, but I only ever notice the things that confirm what I already think

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. Walk down the ladder together in disagreements
    In conflict, stop arguing about conclusions and descend together to the data level.
    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. Slow the reflexive loop
    Your current beliefs shape which data you select, reinforcing themselves — interrupt this loop deliberately.
    The Ladder of Inference
  6. Notice which data you selected — and which you ignored
    Your conclusions are built on a sample of the available data — ask what the sample excluded.
    The Ladder of Inference
  7. Verify the root cause by tracing back up the chain
    After reaching a root, work back up: does each "because" in the chain make logical sense?
    The Five Whys
  8. Distinguish observable data from interpretation
    Separate what a camera would record from what you made of it.
    The Ladder of Inference
  9. Catch yourself working backward from a conclusion
    Notice when the conclusion appeared before the evidence — and treat that as a red flag.
    Motivated Reasoning
  10. Count the assumptions each explanation requires
    When two explanations fit the facts, count how many unverified assumptions each one rests on.
    Occam’s Razor: Prefer the Simpler Explanation

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