The next bottleneck in frontier AI is verification.

Pareto is the verification layer for reinforcement learning on real-world expertise.
‍
We turn nondeterministic expert judgment into durable reward signals.
‍
By measuring a model’s capability frontier and calibrating tasks to where it will learn most, we make specialized human expertise trainable.