organism-learning 0.1.0

Learning layer for Organism — episodes, prediction error, prior calibration
Documentation

Organizational learning.

Planning priors are calibrated by execution outcomes. Adversarial firings become labeled training signals. Strategy adapts based on feedback.

Learning signals must NEVER feed directly into authority — only into the priors that planning consults.

Cycle: Intent → Plan → Execute → Observe → Learn → Calibrate priors.