Initial public ModelForge release

2026-09-01 21:30:16 +02:00
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+# Advisor Pipeline Evidence
+
+Advisor candidates are explicitly typed as `embedding_deployment` or `retrieval_pipeline`.
+Embedding candidates reference completed evaluation runs; pipeline candidates reference immutable
+pipeline identities whose latest completed fixed-pool runs provide control/candidate metrics.
+
+Hard gates remain deterministic: incomplete/non-comparable evidence, critical regression, security
+or license block, runtime/GPU-fit failure, unsupported migration and latency policy override
+aggregate gains. Unknown evidence stays unknown.
+
+Pipeline recommendations may return
+`KEEP_CURRENT_EMBEDDING_ADD_RERANKER_CANDIDATE`, but M8's two real reranking runs returned
+`KEEP_CURRENT`. The evaluated E5 embedding also returned `KEEP_CURRENT`: its aggregate retrieval
+metrics improved, but three critical regressions, unapproved license state, a required reindex and
+the p95 latency policy block promotion. Recommendations never promote or cut over automatically.