Agent traces enable reproducible simulation, says Snorkel AI's Feyzkhanov

Rustem Feyzkhanov of Snorkel AI presented a technique to create agent simulations from production traces by reconstructing the exact database state, tools, and files the agent accessed. This allows any model to replay the same task under identical conditions, enabling reproducible evaluation beyond static benchmarks.

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