Trivium introduces temporal regret objective for causal-memory controllers

Arxiv CS.AI (top papers)

The paper proposes Temporal Regret as a first-class objective for agentic systems, logging the 'why and when' of failures beyond outcome reward. It aims to systematically review and correct errors in LLM pipelines.

Arxiv CS.AI (top papers)·Edward Y. Chang

7 days ago