Signals become
new questions.

Durable memory can promote claim status, remove attribution and broaden scope. Transactional memory alone does not establish evidence independence or consequence truth.

Compare belief-admission methods under contradictions, correlated repetition and adaptive poisoning, with evidence-preserving repair and rollback.