GenOS: Multi-Agent Framework Evolves Rust Code to Tackle NP-Hard Problems

A developer built GenOS, a multi-agent framework where LLM agents write and evolve Rust code across dozens of generations, spontaneously developing three optimization paradigms to solve the NP-Hard Game of Life inversion problem, with brute force beating a SAT solver.

2026-08-20 ~ 2026-08-20 · 2 related posts

• Multi-Agent Framework Evolves Rust Code That Reinvents Three Optimization Paradigms on an NP-Hard Problem — MonokoEloba · 2026-08-20
• Multi-Agent GenOS Evolves Algorithms: Brute Force Beats SAT Solver — MonokoEloba · 2026-08-20