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REASONING-MODELS5 MIN READ

Climb Down the Ladder

Distinguish observed data, selected data, interpretation, assumption, conclusion, and action in a workplace judgment.

The move: treat confident interpretations as testable, not final. The Ladder of Inference is useful because it explains why reasonable people disagree about the same meeting, customer call, or metric. They are often standing on different rungs. One person is talking about observable facts. Another is talking about meaning. A third is already talking about action. Observation What could a camera or log capture? Keep this plain. Selection Which data did you notice, and which data did you leave out? Selection is where bias often enters quietly. Interpretation What meaning did you add? This is the first story layer. Assumption…

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