Knowing When the Evidence Is Enough: Requirement-Directed Search with Horn-Closure Certificates.

arXiv:2610.34684v1 Announce Type: cross Abstract: After each Web search, a search-augmented model must decide whether its evidence suffices: answer, search again, or abstain. Prevailing systems leave this to holistic model judgement, which can accept a context