Full Archive · Page 11

Research archive, page 11

Browse entries 241–264 of 1025. Return to the first page to search and filter the complete collection.

The Future of Evals: From LLM as a Judge to Agent as a Judge — Aparna Dhinakaran, Arize AI video thumbnail Play video
AI Engineer July 24, 2026 video

The Future of Evals: From LLM as a Judge to Agent as a Judge — Aparna Dhinakaran, Arize AI

Across a dozen eval jobs Arize watches the top teams run, one pattern holds: the eval has to change as fast as the agent it grades. In 2023 an agent was barely more than a prompt; since then reasoning, tool calls, and long multi step loops piled on, and every jump in capability quietly broke the eval that came before.