🤖 Gaia2: A New Benchmark for Evaluating LLM Agents
Gaia2 has been introduced — a new benchmark for evaluating LLM agents in dynamic and asynchronous environments. Unlike static tests, Gaia2 forces models to operate under time constraints, noise, and interaction with other agents. The research revealed a gap between reasoning and the ability to act in real-time: GPT-5 showed high performance but struggled with strict deadlines.
🌍 Gaia2 shifts the focus of agent evaluation from simple instruction following to robustness in unpredictable conditions.
👤 Current models still struggle with tasks that require timely execution, making them currently unreliable for fully autonomous use.
Source 1: https://arxiv.org/abs/2602.11964