Blog Posts | Joshua Berkowitz

49 Articles

artificial intelligence ×

MIT’s TX-GAIN: Transforming AI Research with Unmatched Supercomputing Power

MIT Lincoln Laboratory is poised to accelerate artificial intelligence breakthroughs with the fastest university-based AI supercomputer in the U.S. thanks to the launch of TX-Generative AI Next (TX-GA...

artificial intelligence biodefense collaboration cybersecurity energy efficiency generative AI MIT research supercomputing

Dec 6, 2025

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How MIT’s Adaptive Reasoning Makes AI Smarter and Greener

MIT researchers have unveiled a breakthrough method that enables large language models (LLMs) to dynamically manage their computational resources according to the challenge at hand. This leap in effic...

adaptive reasoning artificial intelligence energy efficiency large language models machine learning process reward model uncertainty calibration

Dec 6, 2025

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ChemXploreML: Making Machine Learning Accessible for Chemistry Research

Imagine a world where chemists can predict the properties of new molecules in minutes, not weeks, without expensive equipment or deep programming knowledge. That vision is closer than ever, thanks to ...

artificial intelligence chemistry drug discovery machine learning molecular properties scientific innovation software tools

Nov 30, 2025

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Gemini 3: Ushering in Google's Most Advanced Era of AI

Google's Gemini 3 marks a transformative leap in artificial intelligence, blending advanced reasoning, multimodal understanding, and agentic capabilities into a single, powerful platform. This release...

agentic AI AI artificial intelligence developer tools Gemini 3 Google multimodal responsible AI

Nov 19, 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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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

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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

Deep Learning Resurrects Ancient Antibiotics: Mining Extinct Proteomes for Modern Medicine

In a groundbreaking fusion of paleobiology and artificial intelligence, researchers from the University of Pennsylvania have pioneered a revolutionary approach to combat the escalating global antibiot...

antibiotic discovery antimicrobial resistance artificial intelligence computational biology deep learning drug discovery extinct organisms machine learning molecular de-extinction paleogenomics

Nov 4, 2025

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Papers

Introducing mcp-c: The Cloud Platform for AI Agents

Building powerful AI agents is one thing; deploying them is another. Unlike traditional web applications, agents often need to manage long-running tasks, maintain state, and handle complex operations ...

artificial intelligence MCP MCP connector MCP Gateway

Oct 30, 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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MIT's AI is Powering Safer, More Reliable Fusion Energy

Clean, virtually limitless, and emission-free is the promise of fusion energy, yet turning this dream into a safe and dependable reality has proven exceptionally difficult. One of the toughest challen...

artificial intelligence energy reliability fusion energy machine learning plasma physics renewable energy tokamak

Oct 7, 2025

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AI Is Fast-Tracking Precision Antibiotics for a Healthier Gut

Thanks to innovative research from MIT’s CSAIL and McMaster University, researchers are leveraging a generative AI model to rapidly decoded how a novel antibiotics work, opening the door to targeted t...

antibiotics artificial intelligence drug discovery gut health inflammatory bowel disease machine learning microbiome precision medicine

Oct 6, 2025

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