Definitionv1

First-party data: information collected directly from the

First-party data: information collected directly from the source through direct observation, measurement, or interaction, retaining contextual detail and dimensional fidelity that no aggregation or transmission can replicate

Why This Is a Definition

This definition precisely establishes the semantic boundary of 'first-party data' by identifying its genus (information from source) and differentia (direct collection, retention of contextual detail, dimensional fidelity). It distinguishes it from second-hand reports by emphasizing what is preserved versus what is lost in transmission. The definition is consistent with the lesson's central thesis and uses terminology consistent with the curriculum's epistemological framework.

Source Lessons

L-0131

First-party data beats second-hand reports

Direct observation produces higher-signal data than filtered accounts. Every layer of transmission between you and reality introduces distortion — compression, editorialization, selective emphasis, cultural normalization. First-party data is not just more convenient. It is structurally different from second-hand reports, and treating them as equivalent is a signal-processing error.

Connections

Defines (3)

AxiomHindsight Bias and Calibration Necessity AxiomEmotional Hijacking of Judgment AxiomNo Direct Access to Reality

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