Google DeepMind’s AI Agent Dreams Up Algorithms Beyond Human Expertise

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Google DeepMind’s AI Agent Dreams Up Algorithms Beyond Human Expertise
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A new system that combines Gemini’s coding abilities with an evolutionary approach improves datacenter scheduling, chip design, and fine-tune large language models.

A key question in artificial intelligence is how often models go beyond just regurgitating and remixing what they have learned and produce truly novel ideas or insights. A new project from Google DeepMind shows that with a few clever tweaks these models can at least surpass human expertise designing certain types of algorithms—including ones that are useful for advancing AI itself.

The latest AI models make it trivial for novices to build simple apps and websites, and some experienced developers are using AI to automate more of their work. AlphaEvolve demonstrates the potential for AI to come up with completely novel ideas through continual experimentation and evaluation.

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