Engineering Experts

Engineering is a constant balancing act between safety, cost, and performance. AI is good at solving narrow problems in isolation. It's much worse at weighing those trade-offs and designing complex systems that work under practical constraints. Our engineering experts are teaching AI to weigh trade-offs the way they do, so it can help build systems people can rely on.

Our Engineering Experts Work At

How Our Engineering Experts Help Advance AI

Develop Frontier Problem Sets

Create challenging engineering problems that today's leading AI models can't yet solve.

Evaluate Model Performance

Check AI outputs for accuracy and correct them to the standards of peer-reviewed research.

Annotate Engineering Data

Label and structure training data with expert-level engineering knowledge.

Assess Risk and Safety

Stress-test models to find failures, edge cases, and safety risks before users do.

For AI Companies

Building AI that needs engineering expertise? Connect with us to access our community of experts.

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For Engineering Professionals

Put your engineering expertise to work training frontier AI models.

Become an Expert

Applications are reviewed within 48 hours.