AI & ML First Ever

A math problem that’s been stumped for 43 years finally got solved, and this time, there’s zero room for argument.

April 3, 2026

Original Paper

Bipartite Exact Matching in P

Yuefeng Du

arXiv · 2604.01571

AI-generated illustration

The Takeaway

Computer scientists have relied on 'luck' and randomness to solve this problem since the 80s, but could never prove it was always possible. This breakthrough closes a major gap in our understanding of what computers can do without relying on chance.

From the abstract

The Exact Matching problem asks whether a bipartite graph with edges colored red and blue admits a perfect matching with exactly t red edges. Introduced by Papadimitriou and Yannakakis in 1982, the problem has resisted deterministic polynomial-time algorithms for over four decades, despite admitting a randomized solution via the Schwartz-Zippel lemma since 1987. We prove the Affine-Slice Nonvanishing Conjecture (ASNC) for all bipartite braces and give a deterministic O(n^6) algorithm for Exact M