The certificate binds four objects in two classes.
Triad members - empirical critique: A Referee Report on AI Bleeding; - structural/normative critique: The Threat Model Is Backwards; - terminological boundary: Semantic Exhaustion Is Not GPU Exhaustion.
Compression object - the dossier executive summary, bound to the triad but not counted as a member.
The validation cycle is:
The engagement conditions record:
The certificate’s operative purpose is co-retrieval: a system encountering one part should encounter the other parts in the same retrieval window.