Longling Geng

Mnemosyne: Agentic Transaction Processing for Validating and Repairing AI-generated Workflows

Edward Y. Chang, Longling Geng, Emily J. Chang

LLMs increasingly generate workflow actions, repairs, and plans, but a generated action may be syntactically valid yet stale, infeasible, conflicting, or destructive of the evidence that triggered a repair. We introduce Agentic Transaction Processing (ATP), a transaction model th…Read more