Separate Observation from Inference
Last Updated:
Most observation errors start when a conclusion is recorded as if it were a fact. A leader sees someone interrupt twice and writes 'disrespectful,' or sees a quiet meeting and writes 'not engaged.' Once the interpretation enters the record as evidence, it becomes hard to challenge. Separating what happened from what it might mean keeps the record auditable and gives feedback a fairer foundation.
Proficiency Level
This is a preview of how skill assessment works in Admire
Measurable Behaviors
Behaviors are optimized to be directly observable for evidence-based skill tracking.
Check a strong first impression against the specific evidence before recording it
Tests early positive or negative reads against the logged instances before letting them shape the record.
Describe what the person did or said, not what it meant
Writes observable actions or words first, leaving conclusions for a separate step.
Mark any interpretation as a separate, labeled judgment
Keeps the evidence and the observer's read visibly separate so both can be weighed.
Name the bias most likely to distort a given observation and adjust for it
Identifies the distortion most likely in play and states the correction used before scoring.
Weight the whole observation window, not just the most recent or vivid moment
Scans the full record so one dramatic event does not override a more representative pattern.
This is a preview of how behavior tracking works in Admire
Mastering Bias-Aware Observation
A leader who has mastered this skill writes observable actions and words first, then labels any interpretation separately. They check early impressions, weigh the whole observation window, and can name the bias most likely to distort a given call.