Tag: Web Navigation

Sep 20
WebArena and VisualWebArena: Methodologies for Evaluating Agents on Live DOM, Clicks, and Scrolls

As autonomous agents transition from text-based environments to real-world software interfaces, the web browser has emerged as the primary operational surface. In enterprise settings, the vast majority of business workflows—including customer support administration, inventory procurement, cloud infrastructure configuration, and collaborative knowledge management—are conducted through web applications. Evaluating whether an artificial intelligence model can operate a […]

Sep 20
GAIA (General AI Assistants): Testing Multimodal Autonomy in Unstructured Web Environments

As foundation models demonstrated fluent conversational performance and solved curated coding exercises, benchmark designers faced a new challenge: evaluating general-purpose personal and enterprise assistants. Traditional natural language processing benchmarks (such as MMLU or Big-Bench) relied on multiple-choice formats or closed-world question answering. These evaluations measured fact retrieval from static weights rather than the capacity to […]