IIData model
source → memory → retrieval → decision → action → derived memory
↘ provenance + trust + temporal stateOne CockroachDB system holds structured lineage, transactional recovery state, semantic embeddings, attack intelligence, and the audit ledger.
VSecond learning loop
Confirmed poisoning incidents become trusted attack memories: family, source characteristics, semantic embedding, affected entities, method, verdict, repair outcome, provenance.
Every candidate memory is screened before trust using semantic vector search plus structural entity, source, and method evidence. Candidates at or above the risk threshold are quarantined.