einsia Lab

We build benchmarks and tools to evaluate frontier AI capabilities in real-world engineering and scientific domains.

Explore Frontier-Eng → GitHub

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Frontier-Engineering active

Benchmark for evaluating AI Agents on open-ended engineering optimization problems — across aerospace, EDA, quantum computing, and more.

12 domains 18+ tasks

About

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Real-World Engineering

Problems with physical constraints, economic value, and measurable outcomes — not toy math problems.

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Peak Performance Focus

We care about how far an agent can push a solution through iterative optimization, not just average accuracy.

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Community Driven

Open benchmarks, open contributions. Anyone can add new engineering problems via Pull Request.