Blog Posts | Joshua Berkowitz

19 Articles

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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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AlphaFold: Five Years That Transformed Science Forever

AlphaFold, Google DeepMind’s groundbreaking artificial intelligence, is unlocking secrets of the molecular world at the speed of thought by solving the long-standing puzzle of protein folding. AlphaFo...

AI in science AlphaFold biological research DeepMind digital biology drug discovery protein structure

Nov 27, 2025

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SIMA 2: DeepMind’s Leap Toward Generalist AI Agents in 3D Worlds

IMA 2 is Google DeepMind’s next-generation generalist agent built on the Gemini model. Unlike earlier AI systems focused on simple tasks, SIMA 2 brings depth, flexibility, and genuine teamwork to digi...

AI agents DeepMind embodied intelligence Gemini model generalization responsible AI self-improvement virtual environments

Nov 13, 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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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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AI Is Accelerating the Fusion Energy Revolution

A future where energy is virtually limitless and pollution-free has been the promise of atomic energy systems for nearly 8 decades. While advancements in fusion energy hold this promise, it remains on...

AI DeepMind fusion energy machine learning plasma simulation reinforcement learning sustainable energy tokamak

Oct 18, 2025

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How AI Became a Math Powerhouse: From Struggling Student to Innovative Collaborator

Artificial intelligence has quickly evolved, moving from a limited ability to solve graduate-level math to outperforming human students on complex problems. This evolution is influencing not only the ...

artificial intelligence DeepMind education machine learning mathematics research innovation theorem proving

Oct 8, 2025

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AI Is Powering Gravitational Wave Detection and Cosmic Discovery

Thanks to breakthrough advances in artificial intelligence, we are starting to be able to “hear” the universe’s faintest secrets. Google DeepMind’s Deep Loop Shaping method is now helping astronomers ...

AI astrophysics DeepMind gravitational waves LIGO noise reduction reinforcement learning scientific discovery

Sep 20, 2025

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How Google DeepMind’s Backstory Brings Context to Online Images

Images circulate rapidly across the internet, often stripped of their original context. Understanding where an image comes from and how it has been used is key to making informed judgments about its a...

AI tools DeepMind digital literacy Gemini AI image provenance image verification misinformation online safety

Aug 25, 2025

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Google Genie 3: Ushering in a New Era for World Models

Artificial intelligence continues to evolve rapidly, and Genie 3 stands out as a groundbreaking leap forward in the development of world models. As researchers push towards creating intelligent system...

AI autonomous systems DeepMind Genie 3 machine learning robotics simulation world models

Aug 5, 2025

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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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