The claim

U34, quoting CLAIM-100: “I think conditional diffusion literature has us covered here. we could even use text-to-image generations as another case study in operationalizing this.”

How it was answered

A97 accepted most of it. Diffusion supplies “compositional conditioning”, with composable diffusion’s operators “resembling conjunction and negation of conditions” (LIT-770), and “diffusion bridges provide a way to study stochastic transport between distributions” (LIT-776). It also limited the point: “It isn’t automatically formal sheaf contextuality … The sheaf formalism lets us state the stronger compatibility question separately” (CLAIM-071). Nothing in A97 or later addresses changing covers, which was the part of CLAIM-100 the owner quoted. Proposed: right about the tools, unshown for the question.

Note of 2026-10-29: filed with its concessions

CLAIM-071 is held against reading this counter as saying that conditional generation is the transport between scenarios, or that a generative failure shows sheaf contextuality, and “How it was answered” has quoted that limit since both were filed from A97 on 2026-10-08. The title keeps the owner’s counter as made at U34, changing covers included, because a counter is put at full strength; the body says which part was not shown.

Note of 2026-10-29: what holds it back

The changing-covers clause is unshown: no conditional-diffusion work the record has read maps between empirical models on different covers, and the cover-changing part of CLAIM-100 that this counter answered is, for no-signalling models, settled from the sheaf side instead (CLAIM-125’s “What it does not say”, NOTE-650).