Victor Ojewale

Designing for Doubt: The Case for Informed Abstention in Autonomous Agents

As large language models gain tool access and are deployed as autonomous agents capable of editing records, executing transactions, and modifying infrastructure, we still evaluate them based on the sole metric of task completion. We argue that this evaluation focus constitutes a systematic design failure. Benchmark sco...