The Agent Knows What to Click. Can It Find the Target?
TL;DR for operators An AI agent can identify the correct kind of dashboard action without reliably performing it. In DashAct, one model achieves 98.8% action-type accuracy but only 2.5% complete Action Success, even when supplied with the correct preceding interaction history and dashboard state. The benchmark evaluates 357 analytical tasks across 175 interactive dashboards. Its three diagnostic stages separate autonomous task execution, next-action prediction with verified context, and fine-grained target localization with explicit visual guidance. ...