Explanatory knowledge advances through creative conjecture, criticism, testing, and correction rather than derivation from unquestionable authority or raw observation alone.
Theory creation is not mechanically read from data, and organized criticism is central to science and other open institutions. Observation, induction, measurement, tacit skill, social organization, and cumulative evidence still contribute; Popperian error correction is a strong lens rather than a complete psychology of discovery.
