ora-0059

3.14 The ORACLE readiness criterion

The passage to decision learning should occur only after the predictive structure required by a decision declaration has been identified to the resolution of its admissible queries.

Definition 3.13 Decision-ready ORACLE model

An ORACLE hypothesis is decision-ready for a declaration \(\mathbb D\) when:

  1. the required core fragments and their overlaps have been identified up to the equivalence respected by \(\mathbb D\);

  2. the information, action, and consistency objects of \(\mathbb D\) are realized in the learned world;

  3. the observer family is separating for every distinction on which the action readout depends; and

  4. unresolved presentation defects are either irrelevant to \(\mathbb D\) or explicitly represented as repair obligations.

Decision readiness is task-relative and weaker than complete categorical identification. It marks the exact boundary between UOCL and UODL: a learner may act once the relevant predictive quotient is stable, even while unrelated parts of its compositional world remain open.