README.md

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title: AxiomSet Labs
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short_description: Expert STEM data and evaluation for advanced AI
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# AxiomSet Labs

**Research-grade STEM data for AI systems that need to reason.**

AxiomSet Labs designs expert-authored training, post-training, benchmark, and evaluation data for advanced AI systems.

## What we build

- **Expert STEM datasets** — difficult, domain-specific tasks for training and post-training
- **Benchmarks and evaluations** — original evaluation sets, scoring rubrics, and error analysis
- **Scientific code and reasoning data** — executable tasks that combine technical reasoning with computation
- **Dataset quality and verification** — expert review, consistency checks, provenance, documentation, and versioning

## Domains

Mathematics · Physics · Chemistry · Materials Science · Biology · Scientific Computing

## Our approach

1. Define the model capability and acceptance criteria.
2. Author tasks with relevant subject-matter expertise.
3. Review solutions, code, and test behavior.
4. Validate structure, metadata, and release readiness.
5. Deliver documented, versioned datasets and evaluation assets.

## Current work

Our first public five-domain scientific-code sample contains 30 tasks across 30 distinct subdomains and is now available on Hugging Face.

- Dataset: [AxiomSet Labs STEM Scientific Code Sample](https://huggingface.co/datasets/AxiomSetLabs/stem-scientific-code-sample)

## Work with us

We support AI labs, model teams, research organizations, and data partners that need challenging, expert-verified STEM data.

- Website: [axiomsetlabs.com](https://axiomsetlabs.com/)
- Email: [hello@axiomsetlabs.com](mailto:hello@axiomsetlabs.com)
- LinkedIn: [AxiomSet Labs](https://www.linkedin.com/company/axiomset-labs)

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*AxiomSet Labs is an independent AI data and evaluation company.*