Blog Posts | Joshua Berkowitz

68 Articles

2025 × machine learning ×

MIT is Making Large Language Model Training Affordable: Insights from AI Scaling Laws

Training large language models (LLMs) requires immense computational resources and significant financial investment. For many AI researchers and organizations, predicting model performance while keepi...

AI efficiency AI research budget optimization LLM training machine learning model evaluation scaling laws

Sep 19, 2025

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Lilly’s TuneLab Is Democratizing AI for Drug Discovery

The pharmaceutical industry is experiencing a transformative shift as Eli Lilly introduces TuneLab , a sophisticated artificial intelligence platform designed to accelerate and democratize drug discov...

AI drug discovery biotechnology Eli Lilly healthcare innovation machine learning pharmaceuticals research partnerships

Sep 16, 2025

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MIT’s Autonomous Platform Supercharges Polymer Discovery

Polymer discovery has long been a slow, laborious process. Now, MIT researchers have introduced an autonomous platform that can identify, mix, and test up to 700 new polymer materials in a single day....

automation battery technology chemical engineering drug delivery machine learning materials discovery polymer science robotics

Sep 14, 2025

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Neural Networks Are Transforming 3D Rendering: Inside Microsoft's RenderFormer

3D rendering powers our most captivating digital experiences, from blockbuster movies to cutting-edge virtual reality. Traditionally, this field has relied on physics-based methods to recreate the int...

3D rendering AI research computer graphics deep learning machine learning neural networks RenderFormer SIGGRAPH

Sep 11, 2025

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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

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CRISPR and AI Are Revolutionizing Ebola Drug Discovery

Halting a deadly virus like Ebola may seem impossible without targeting the virus directly. Yet, researchers at the Broad Institute of MIT and Harvard, in partnership with Boston University’s NEIDL, h...

Broad Institute CRISPR drug discovery Ebola host factors imaging technology machine learning virus research

Aug 27, 2025

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How Tokenizers Are Transforming AI Image Editing and Generation

Recent innovations from MIT researchers are leveraging the hidden potential of neural networks called tokenizers for fast, flexible, and resource-efficient image manipulation. Tokenizers: More Than Co...

AI computer vision image editing image generation machine learning MIT research neural networks tokenizers

Aug 27, 2025

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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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MIT’s Versatile Tool Lets Anyone Train Robots With No Coding Required

Thanks to MIT engineers we are now closer to teaching a robot new tasks without ever touching a line of code. Their innovative handheld interface empowers anyone, regardless of technical background, t...

assistive technology automation human-robot interaction machine learning manufacturing robotics robot training

Aug 3, 2025

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ChemXploreML: Breaking Barriers in Chemical Property Prediction with User-Friendly Machine Learning

Predicting a molecule’s boiling point, melting point, or pressure once demanded extensive experiments and deep programming skills. Now, thanks to ChemXploreML, a desktop application developed at MIT, ...

chemical properties chemistry drug discovery machine learning open source research tools software

Jul 26, 2025

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Vision-Based Learning Is Giving Robots a Sense of Self

What if a we could program a machine that figures out how its body works the same way a child learns to wiggle their fingers, by observing and experimenting. This is the concept behind the Neural Jaco...

autonomous systems computer vision machine learning neural networks robotics self-awareness soft robotics

Jul 26, 2025

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MIT’s CodeSteer Is Coaching AI to Outsmart Complex Problems

MIT researchers have built CodeSteer, a smart assistant designed to help large language models (LLMs) seamlessly alternate between generating text and writing code by utilizing a "coach" to evaluate t...

AI code generation CodeSteer large language models machine learning MIT research problem solving symbolic reasoning

Jul 21, 2025

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