The first formally verified implementation of a polygon intersection algorithm, demonstrating the advanced capabilities of AI agents (Opus 4.8) in generating complex algorithms with formal proofs in a single pass.
SaaS Insight & Market Implications
This submission showcases a formally verified polygon intersection algorithm, a critical component for high-assurance geometric computing. The key insight for B2B SaaS is the demonstration of advanced AI agent capabilities (Opus 4.8) in generating complex algorithms with formal proofs in a single pass. This signifies a paradigm shift in software development, where AI moves beyond code generation to assist in formal verification, enhancing reliability and reducing human effort in critical systems. While trust remains with the "Lean checker and human review," the AI's role in accelerating the proof process is profound. This trend indicates a future where AI agents become integral to developing provably correct, high-integrity software, particularly in domains requiring extreme precision and reliability.
Show HN: Formally verified polygon intersection – Opus 4.8 oneshots, prev failed
To my knowledge, this is the first formally verified implementation of an intersection algorithm for polygons.The experience of working with AI agents on this project changed a lot with recent model releases, as I describe in the readme. Opus 4.8 is able to provide algorithm implementation with formal proof in one shot, whereas previous models required me to provide proof strategies in multiple steps.Trust in the correctness comes entirely from the Lean checker and human review of a small specification, not from the LLM.Also check out the web demo built around the verified core linked in the readme: schildep.github.io/verified-polygon-... It supports multipolygons including holes, self intersections, and overlapping edges.
Impressive work. It's nice to see LEAN being used for real-world algorithms.
prewett
• Jun 4, 2026
This is a great use for AI! Calculating intersections is tedious and there are an surprising number of edge cases that are tedious to track down and fix.
olaird25
• Jun 4, 2026
Is the web demo compiled from the lean?
huflungdung
• Jun 4, 2026
[dead]
CyLith
• Jun 4, 2026
Does this use integer coordinates or floating point coordinates?
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Based on our AI analysis of the original developer request, its primary technical positioning is: The first formally verified implementation of a polygon intersection algorithm, demonstrating the advanced capabilities of AI agents (Opus 4.8) in generating complex algorithms with formal proofs in a single pass.
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