Atomic Lifecycle Substitution

Retraining and substitution operations are performed in a staging area distinct from the active tool registry. The updated model artifact is promoted to the active registry only upon successful completion of the operation and successful policy validation. If fine-tuning or policy validation fails, the substitution is rolled back, the prior model artifact remains active, and the cause of failure is recorded in the lineage field. A failed replacement does not disrupt the agent's operational state.

Disclosure Scope

This article describes subject matter disclosed in U.S. Provisional Application No. 64/070,239.