All articles
NetworkOctober 9, 2025· 4 min read

The expert network that grades AI

The expert network that grades AI

Human brilliance sets the ceiling for machine intelligence. If a model is going to reason about finance, biology, or strategy, someone with genuine expertise has to define what 'correct' looks like.

Our Nexus network brings together specialists across dozens of domains. They author realistic scenarios, establish gold-standard answers, and critique AI outputs — turning tacit expertise into measurable benchmarks.

It's flexible, remote, hourly work on the frontier of intelligence, and it's how we ensure the models trained on our data are held to a human standard.

Let’s get on the arc.

Partner with us or join the expert network.

More from the journal