EIO-Agents proposes an evidence-to-decision semantic layer and portable evaluation record, deriving a reproducible BLOCK from 243 claims
EIO-Agents introduces an open specification with two layers: the Evaluation Intelligence Ontology (EIO) defines typed evidence, versioned behavioral predicates with evidence contracts, claims, witness rules, and proof status, while the Portable Evaluation Record (PER) preserves one evaluation's evidence-to-decision chain as a canonical, content-addressed record; in a reference credit-underwriting evaluation, 243 claims project, validate, and explain to a BLOCK decision, whereas an identical capped score in another record yields REVIEW because its proxy observation did not reproduce.