3.7 When prediction becomes decision

Before prediction becomes decision, the semantic ORACLE section must be realized by an online learner. Part III supplies UOCL state, probe, selection, and repair mechanisms and studies their persistent stabilization. To pass from UOCL to UODL, enrich a learned hypothesis with a decision declaration: an information category, an action mechanism, consistency maps, and an observer. Part IV studies which constructions remain valid as information arrives online.