OSVerify
One-sided verification under limited expert review: audited review of solutions and papers (mathematics for now).
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GITHUB · launched Oct 13, 2026 · 24 upvotes (top 54%)
- Education
- Compliance & governance
- Prosumer
- Not AI
- Commercial product
Similar launches
See all 672 similar launches →Could you build this?
No OSVerify is an advanced research system combining hierarchical formal/informal mathematical error verification with reinforcement-learning-trained validator models, developed by Stanford researchers.
What it would actually take: Building OSVerify requires deep expertise in mathematical reasoning and automated theorem checking, along with an RL fine-tuning pipeline for large language models (e.g., gpt-oss-120b). The architecture splits complex multi-page proofs into hierarchical dependency DAGs, uses error proposers to sample potential flaws, and runs a calibrated reward/critic model trained via RL to optimize true negative rate under strict false negative rate constraints.
Competitors
Other products that read as similar to this one : 672 launches clear the similarity bar, closest 8 shown.
Attention rank: #330 of 673 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 347 days after the earliest competitor.
- paper-review-harness · github · 2026-10-13 · 10 upvotes · similarity 0.56
- game-the-llm-reviewer · github · 2026-09-21 · 176 upvotes · similarity 0.51
- AI-Has-Taste · github · 2026-09-12 · 19 upvotes · similarity 0.50
- Algebruh · hn · 2026-08-08 · 14 upvotes · similarity 0.49
- oss-audit · github · 2026-09-20 · 25 upvotes · similarity 0.48
- skill-audit · github · 2026-09-09 · 22 upvotes · similarity 0.48
- lorenzini · github · 2026-09-19 · 17 upvotes · similarity 0.47
- agentic-reviewer · github · 2026-10-04 · 9 upvotes · similarity 0.47
Other launches for this product
- No other launches for this product.