Meta researcher discusses production evals for agentic AI systems

Nishant Gupta of Meta Superintelligence Labs argues that offline benchmarks and static datasets fail to capture the complexity and non-determinism of real-world agentic AI. He highlights operational risks and the need for new evaluation approaches.

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