2026 is shaping up to be the year of environments in AI.
From MCP-Bench and SEC-bench to DefenderBench and TheAgentCompany, NeurIPS 2025 made it clear: diverse, scalable environments are becoming core to agent systems, evaluation, and real-world reliability. Our #NeurIPS2025

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