Blog Posts | Joshua Berkowitz

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How DiscoRL Is Changing the Rules: AI That Discovers Its Own Learning Algorithms

What if artificial intelligence could not only learn from experience but also invent the very rules that govern its learning, outpacing even the best human-crafted algorithms? Google DeepMind has take...

AI research algorithm discovery automation DeepMind generalization meta-learning neural networks reinforcement learning

Dec 9, 2025

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ShinkaEvolve: Harnessing Evolutionary Principles for AI Innovation

Sakana AI's ShinkaEvolve framework is enabling AI models to discover novel algorithms with unprecedented speed and efficiency. Drawing on the power of large language models (LLMs) and evolutionary str...

AI evolution algorithm discovery large language models open source AI sample efficiency scientific innovation ShinkaEvolve

Dec 8, 2025

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Google DeepMind’s AI for Math Initiative Is Transforming Mathematical Discovery

Google DeepMind’s new AI for Math Initiative sets out to unite leading global research institutions and deploying advanced AI tools, in a collaboration that aims to unlock breakthroughs that could rip...

AI algorithm discovery DeepMind mathematical proofs mathematics research scientific collaboration

Nov 5, 2025

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AlphaEvolve: How Gemini-Powered AI Is Shaping the Future of Algorithm Design

Google is developing a future where AI agents not only create algorithms but also evolves them for peak efficiency. AlphaEvolve, developed with Google's Gemini large language models, delivers on this ...

AI algorithm discovery data centers Gemini hardware design large language models mathematics optimization

May 15, 2025

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