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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Teaching AI to See the World Through Human Eyes: Bridging the Perception Gap

Artificial intelligence has made remarkable advances in recognizing objects and sorting images, yet it struggles to truly see the world as we do. While AI can efficiently spot patterns and group image...

AI perception cognitive science DeepMind human alignment machine learning model robustness vision models

Nov 13, 2025

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AlphaEvolve: AI-Powered Mathematical Discovery at Scale

Google DeepMind's AlphaEvolve is moving the bar yet again in how artificial intelligence tackles mathematical discovery. Published (preprint) in November 2025 by researchers Bogdan Georgiev, e t al at...

AI AlphaProof automated reasoning combinatorics DeepMind evolutionary computation FunSearch large language models machine learning mathematical discovery mathematics optimization Terence Tao

Nov 7, 2025

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Papers

GenAI Processors Simplify Multimodal AI App Development

Developing advanced AI applications often means wrestling with asynchronous code and specialized data handling, especially for real-time, multimodal experiences. Google DeepMind’s new GenAI Processors...

AI development concurrency DeepMind Gemini API Generative AI multimodal open source Python

Jul 29, 2025

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Gemini Deep Think: AI Achieves Gold-Medal Status at the International Mathematical Olympiad

Artificial intelligence has taken a significant leap forward, rivaling the brightest young mathematicians at the prestigious International Mathematical Olympiad (IMO). Google DeepMind’s advanced Gemin...

AI DeepMind education technology Gemini International Mathematical Olympiad machine reasoning mathematics problem solving

Jul 22, 2025

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