For Students & Educators
Turn papers into teachable research experiences.
Students need to understand the question, learn the methods, decode the figures, and identify limitations. Educators need ready-made, accurate teaching materials.
The pain
What makes papers hard to teach
- Dense methods and unfamiliar terminology
- Figures that are hard to decode
- Limitations buried deep in the text
- No ready-made discussion materials
- Hard to connect to broader concepts
Who this is for
For Students & Educators
The OpenProof posture
AI-assisted, source-grounded, and author-reviewed — built to inform without overclaiming.
Always included
Limitations, a 'what this does not mean' section, and links to data, code, and the original paper.
What OpenProof creates
Generated teaching materials
Study guide
A structured path through the paper.
Glossary
Key terms defined plainly in context.
Figure walkthrough
How to read each figure, step by step.
Discussion questions
Prompts for journal clubs and seminars.
Methods breakdown
What the method can and cannot show.
Presentation slides
Teaching-ready, accurate, and clear.