#agent evaluation
Agent Evaluation: 3 AI articles covering agent evaluation news, analysis, and research
Articles
The World Won't Wait: Evaluating and Teaching LLM Agents Under a⭐8
RealtimeBench evaluates LLM agents under a live clock, showing deliberation latency hurts performance. TORSI, a two-timescale method, raises scores from 13.51 t...
Your Agent Aced the Task. Will It Do It Again? | ALTK-Evolve and⭐10
ALTK-Evolve tackles the consistency problem in enterprise AI agents, explaining why they fail on repeat runs and how to make them dependable.
Google AI Introduces EnvHarness: A Programmable Layer Turning⭐7
Google's EnvHarness adapts agent training environments dynamically, boosting performance by up to 9 points with 9.8% fewer steps.