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The Signal

Everything that matters in AI, with our take.

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arXiv cs.AIPaper

Screen Before You Serve: Simulation for Production Customer Experience AI Agents at 140M Scale

This is the bridge between lab research and deployed agents. The signal is reproducibility: simulation-guided testing caught failures before customers saw them, which is the whole game for regulated industries. If you're building CX agents or anything customer-facing with tools, you need this pattern. Simulation is cheaper than customer trust erosion.