From the 1 of 3 linked papers with an AI index.
3 papers
cs.AI2026
TRACE: An Operational Reasoning Schema for Auditable Agentic Commitments
Edward Y. Chang, Emily J. Chang
The paper introduces TRACE, a typed and versioned schema for recording and auditing the reasoning steps of autonomous agents, along with a contract that defines how consumers must…
cs.AI2026
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 evidenc…
cs.AI2025
Simple Lifelong Learning Machines
Jayanta Dey, Joshua T. Vogelstein, Hayden S. Helm +13
In lifelong learning, data are used to improve performance not only on the present task, but also on past and future (unencountered) tasks. While typical transfer learning algorith…