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.
Contact UsFor Engineering Professionals
Put your engineering expertise to work training frontier AI models.
Become an ExpertApplications are reviewed within 48 hours.