Quantum Zeitgeist Superposition (@superposition.bsky.social)

Thetaevolve Simplifies Test-time Learning, Extending AlphaEvolve With A Single LLM To Continually Improve Open Optimization Problems Researchers have created ThetaEvolve, an open-source system that enables a single, smaller language model to independently discover improved solutions to complex mathematical problems, surpassing the performance of systems requiring multiple advanced models and demonstrating a capacity to learn and adapt its problem-solving strategies. https://quantumzeitgeist.com/learning-optimization-thetaevolve-simplifies-test-time-extending-alphaevolve-single-llm/