Ten breakthroughs in geometry, cryptography, and complexity now anchor OpenAI's latest research push. These results tackle open problems in theoretical computer science using advanced reasoning capabilities. The findings demonstrate a shift toward solving formal proofs. Practitioners can expect improved algorithmic efficiency and more robust encryption standards as these theoretical gains translate into practical code.