Google DeepMind and Artificial Analysis unveiled the MKA benchmark, which grades autonomous agents on complex, visually heavy professional work

Autonomous systems that use large language models to plan, reason, and take actions — including browsing the web, writing code, calling APIs, and completing multi-step tasks with minimal human intervention.

Standardized methods for evaluating AI system performance. Enables comparison across models, tasks, and metrics.