AlphaEvolve on Google Cloud

Innovators in science and engineering face a common barrier: the search space for solving complex problems — like designing a new chip or discovering a drug molecule — is often too vast for standard brute-force methods to explore effectively. 

To help you overcome this challenge, we are releasing AlphaEvolve, a Gemini-powered coding agent for designing advanced algorithms, to Google Cloud, in private preview..

The challenge for innovators in science 

Many of the most challenging and potentially valuable problems  in the world are related to optimization. You might be trying to minimize latency in a data center, maximize the stability of a protein, or find the most efficient route for a logistics fleet.

AlphaEvolve pairs the creative problem-solving capabilities of our Gemini models with automated evaluators that verify answers, along with an evolutionary framework to improve upon the most promising ideas.

It then tests these changes against a "ground truth" evaluator that you ...