Blog Posts | Joshua Berkowitz

13 Articles

mathematics ×

GPT-5.2 Is Transforming Scientific Discovery and Mathematical Research

OpenAI’s latest model, GPT-5.2 is collaborating closely with experts across mathematics, physics, biology, and computer science. OpenAI has claimed to have pinpointed where AI truly excels, and where ...

AI research collaboration GPT-5.2 machine learning mathematics reasoning scientific discovery

Dec 12, 2025

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SciAgent: Gold Medal Performance Through Hierarchical Multi-Agent Scientific Reasoning

Researchers from Zhongguancun Academy, Peking University, Tencent AI Lab, and collaborating institutions have developed SciAgent, a hierarchical multi-agent system that achieves gold medal performance...

artificial intelligence hierarchical architecture mathematics multi-agent systems olympiad competitions physics ReAct framework scientific reasoning

Nov 16, 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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Group Theory Is Powering the Next Wave of Quantum Algorithms at IBM

Quantum computing stands at an inflection point, reminiscent of the early days of classical computers when novel algorithms unlocked unprecedented potential. Today, a similar transformation is underwa...

complexity theory group theory IBM mathematics non-Abelian QFT quantum algorithms quantum computing representation theory

Nov 5, 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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DeepMind's AI Nearly Clinched Gold at the International Mathematical Olympiad

Artificial intelligence has taken a remarkable leap by matching the prowess of elite young mathematicians. DeepMind’s AlphaProof and AlphaGeometry 2 models recently performed at a silver-medal standar...

AlphaGeometry AlphaProof artificial intelligence formal reasoning IMO machine learning mathematics problem-solving

Sep 30, 2025

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Uni-LoRA: Ultra-Efficient Parameter Reduction For LLM Training

Low-Rank Adaptation (LoRA) revolutionized how we fine-tune large language models by introducing parameter-efficient training methods that constrain weight updates to low-rank matrix decompositions (Hu...

computational efficiency isometric projections linear algebra LoRA machine learning mathematics neural networks optimization parameter efficiency projection methods

Sep 20, 2025

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How AI Is Revolutionizing Fluid Dynamics and Mathematical Discovery

Researchers at Google DeepMind are using AI to identify new solutions to challenging fluid dynamics equations. Their achievement offers fresh hope for solving some of the most persistent challenges in...

AI research fluid dynamics machine learning mathematics Navier-Stokes PINNs scientific discovery singularities

Sep 19, 2025

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Quantum Physics Inspires a Groundbreaking Formula for Pi

Physicists Arnab Priya Saha and Aninda Sinha have used the mind-bending principles of quantum mechanics to offer a fresh formula for pi that’s already making waves across the mathematical landscape. Q...

mathematics optimization particle physics pi quantum mechanics scientific research series representation

Sep 13, 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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Revolutionizing AI Reasoning: Microsoft Research's Breakthroughs for Language Models

Artificial intelligence is advancing at a remarkable pace, but its true leap lies in enhancing reasoning skills. Microsoft Research is at the forefront, developing innovative approaches that emp...

AI research formal methods generalization language models machine learning mathematics reasoning symbolic reasoning

Jun 28, 2025

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