Blog Posts | Joshua Berkowitz

11 Articles

github × artificial intelligence ×

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

0 5302

Papers

Rapid and Automated Alloy Design with Graph Neural Network-Powered Large Language Model-Driven Multi-Agent AI

The search for new materials with enhanced mechanical properties has previously been constrained by the sheer complexity of the compositional design space. Multi-principal element alloys offer excepti...

alloy design artificial intelligence computational materials dislocation dynamics graph neural networks machine learning materials science multi-agent systems

Nov 10, 2025

0 2035

Papers

Astrocytes as Memory Powerhouses: Rethinking How the Brain Stores Information

For decades, neuroscientists have believed that memories reside primarily in the connections between neurons specifically in the synaptic weights that determine how strongly one neuron influences anot...

artificial intelligence astrocytes brain research computational neuroscience dense associative memory glial cells memory neuroscience synaptic plasticity transformers

Nov 4, 2025

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Papers

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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News

PosterGen: Academic Poster Creation with Multi-Agent AI

Creating compelling conference posters is a challenge for any researcher. You have to accurately and compelling decide which content and how it will be presented. After months of rigorous research, wr...

academic tools artificial intelligence design automation machine learning multi-agent systems poster design research tools scientific communication

Sep 22, 2025

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Github Repos

Microsoft VibeVoice: Long-Form Conversational Speech Synthesis

Few technologies capture the imagination quite like text-to-speech synthesis. While we've seen remarkable progress in generating natural-sounding speech for short sequences, a significant frontier has...

artificial intelligence conversational AI machine learning microsoft research open source speech synthesis text-to-speech

Sep 10, 2025

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Github Repos

AI Meets Penetration Testing: Exploring BruteForceAI's Game-Changing Automation

Security professionals are reimagining their approach to web application assessments thanks to the rise of artificial intelligence. Tools like BruteForceAI now make it possible to discover and test lo...

artificial intelligence brute-force attacks cybersecurity tools ethical hacking login page detection penetration testing web application security

Sep 10, 2025

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News

Universal Deep Research: A User-Programmable Deep Research Agent

Universal Deep Research (UDR) is a research prototype from NVIDIA Research that fundamentally rethinks how deep research agents work. Instead of hard-coding a fixed search-and-synthesis loop around on...

artificial intelligence machine learning natural language processing research agents

Sep 7, 2025

0 7766

Papers

MIT's CodeSteer Helps Language Models Outsmart Complex Problems

Large language models (LLMs) have dramatically changed our relationship with AI, offering impressive fluency in language understanding and generation. Yet, when these models confront tasks that demand...

AI coaching algorithmic tasks artificial intelligence code generation large language models machine learning MIT research symbolic reasoning

Aug 3, 2025

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News

Maximizing Developer Productivity with GitHub Copilot Chat

The integration of artificial intelligence into the software development lifecycle has marked a significant shift in how we develop applications of all kinds. Tools like GitHub Copilot are at the fore...

artificial intelligence Copilot Chat developer experience developer productivity

Jul 10, 2025

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How Artificial Intelligence Is Powering the Future of Carbon-Free Fusion Energy

Harnessing the Power of the Sun on Earth A world powered by the same process that fuels the sun, delivering clean, limitless energy may be within our reach. This vision is becoming more tangible throu...

AI applications artificial intelligence clean energy energy innovation ITER Microsoft nuclear fusion

May 13, 2025

0 3025

News

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