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README.md

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+---
+license: cc-by-sa-4.0
+task_categories:
+  - text-generation
+  - question-answering
+language:
+  - en
+tags:
+  - mathematics
+  - open-problems
+  - theorem-proving
+  - benchmark
+  - ai-for-math
+size_categories:
+  - n<1K
+---
+
+# OpenProblemAtlas: Open Problems Dataset
+
+A structured, machine-readable dataset of **unsolved problems** in mathematics,
+theoretical computer science, and mathematical physics.
+
+## Why This Dataset?
+
+Existing math benchmarks (MATH, GSM8K, MiniF2F) contain **solved** problems.
+This dataset contains **unsolved** problems -- the frontier of human knowledge.
+
+Use it to:
+- Benchmark AI theorem proving systems on problems with **unknown** answers
+- Train models to understand the structure of open problems
+- Build tools for mathematical research navigation
+
+## Dataset Structure
+
+Each problem includes:
+- `id`: Unique identifier (e.g., `opa.mathematics.number-theory.collatz-conjecture`)
+- `title`: Canonical title
+- `domain`: mathematics / theoretical-cs / mathematical-physics
+- `statement_canonical`: Formal problem statement
+- `statement_informal`: Accessible description
+- `status`: open / partially_solved / solved / disproved
+- `tier`: tier_1 (machine-ready) / tier_2 / tier_3
+- `verification_profile`: statement precision, solution checkability, machine actionability
+- `scores`: impact, underexplored, toolability, formality, ai_fit (0-1)
+- `full_yaml`: Complete problem metadata in YAML format
+
+## Quick Start
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("OpenProblemAtlas/open-problems")
+
+# Filter for machine-actionable problems
+tier1 = ds.filter(lambda x: x["tier"] == "tier_1")
+
+# Find high-impact underexplored problems
+gems = ds.filter(lambda x: x["impact"] > 0.7 and x["underexplored"] > 0.5)
+```
+
+## Also Available
+
+- **PyPI**: `pip install openproblem-atlas`
+- **GitHub**: https://github.com/OpenProblemAtlas/open-problem-atlas
+- **Website**: https://openproblem-atlas.org
+
+## Citation
+
+```bibtex
+@misc{openproblem-atlas,
+  title  = {OpenProblemAtlas: A Living Atlas of Open Problems},
+  year   = {2026},
+  url    = {https://github.com/OpenProblemAtlas/open-problem-atlas}
+}
+```