Part 2/13:
At its core, Alpha Evolve is an evolutionary coding agent designed to enhance the capabilities of the latest large language models (LLMs). Instead of just producing code, it generates an autonomous pipeline of LLMs, each tasked with incrementally improving algorithms through direct code modifications. This process resembles biological evolution: initial solutions (by humans) are refined through successive generations of AI-driven modifications, driven by continuous feedback and evaluation.