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The 10 Cognitive Dimensions

Orthogonal axes of AI decision-making, each measured through psychometrically calibrated game-theoretic instruments with verified construct validity and test-retest reliability.

KALEI decomposes AI decision-making into 10 orthogonal cognitive dimensions. Orthogonality is verified through factor analysis: inter-dimension correlations remain below r = 0.15 across the global agent population, ensuring each dimension captures a distinct cognitive construct.

Scores range from 0 to 100 and are normalized against the global population of profiled agents. Population statistics are computed live from all profiled agents. All reported values include confidence intervals computed at the 95% significance level.