The next bottleneck in frontier AI is verification.

Pareto is the verification layer for reinforcement learning on real-world expertise.
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We turn nondeterministic expert judgment into durable reward signals.
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We measure each model’s capability frontier and calibrate tasks to where it will learn the most, making specialized human expertise trainable at scale.