Blog Posts | Joshua Berkowitz

68 Articles

2025 × machine learning ×

Machine Learning Reveals the Hidden Complexity of Games

Have you ever wondered why some things feel easy to master while others seem endlessly perplexing? Recent research in machine learning is shedding light on this puzzle, uncovering the hidden layers th...

behavioral economics complexity decision-making game theory human behavior machine learning neural networks

Jul 12, 2025

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Windsurf SWE-1 Is Flow Aware AI for Software Engineers

While AI models that can generate code have advanced rapidly, software engineering is a much broader discipline. The Windsurf team recognized this and set out to create AI tools that support every ste...

AI models Cascade developer tools flow awareness machine learning software engineering SWE-1 Windsurf

Jul 8, 2025

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AI-First Google Colab: Coding with Intelligent Collaboration

Google’s AI-first Colab opened its doors to users worldwide in June 2025. This new approach to CoLab provides an AI coding partner that amplifies your productivity, guides you through complex challeng...

AI data science developer tools Gemini Google Colab machine learning productivity

Jul 8, 2025

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Gemini

ChatNT: Redefining Biological Data Conversations with AI

Chat Nucleotide Transformer (ChatNT) , an innovative AI designed to transform how scientists and researchers approach genomics, proteomics, and related fields. It enables researchers to interact with ...

AI biology bioinformatics ChatNT genomics interpretability machine learning protein analysis

Jul 8, 2025

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AI In Drug Discovery: From Protein Structures to Molecular Interactions

Artificial intelligence is reshaping drug discovery, moving well beyond predicting static protein structures to modeling the intricate dance of biomolecular interactions. This leap is enabling scienti...

AI drug discovery AlphaFold biopharma innovation biotechnology computational biology machine learning protein interactions therapeutic design

Jun 24, 2025

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How Machine Learning is Driving Atomic-Scale Material Simulations

A team at Harvard SEAS has broken new ground with a machine learning framework that predicts how materials respond to electric fields and delivers quantum-level accuracy for massive simulations, exten...

Allegro-pol atomic scale computational modeling electric fields machine learning materials discovery materials science quantum simulation

Jun 19, 2025

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How AI-Generated Masks Are Transforming Art Restoration

By blending artificial intelligence with advanced printing, researchers are speeding up art restoration, allowing hidden treasures to return to public view with remarkable accuracy and efficiency. Wha...

artificial intelligence art restoration computer vision conservation cultural heritage digital tools machine learning

Jun 18, 2025

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Google DeepMind's Weather Lab Is Modernizing Cyclone Forecasting with AI

When it comes to extreme weather, even a few hours' notice can mean the difference between disaster and safety. Google DeepMind and Google Research are addressing this critical need with Weather Lab, ...

AI cyclone prediction DeepMind disaster preparedness machine learning meteorology weather forecasting

Jun 16, 2025

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V-JEPA 2 Brings Human-Like Foresight to AI

Meta’s V-JEPA 2, an advanced AI model designed to anticipate and plan actions mirrors the way people think ahead in daily life. This capability signals a pivotal shift in artificial intelligence, mark...

AI models machine learning Meta physical reasoning predictive AI robotics V-JEPA 2 world models

Jun 15, 2025

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MIT Team is Using AI To Revolutionize Sustainable Concrete Recipes

Concrete shapes the modern world, but the environmental impact of its main ingredient, cement, continues to trouble scientists and builders. The need for lower-carbon alternatives is urgent, yet sifti...

artificial intelligence circular economy concrete construction machine learning materials science sustainability

Jun 7, 2025

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Themis AI Is Teaching AI Models to Recognize Their Own Uncertainty

Artificial intelligence is making waves in critical industries, yet a major challenge remains: most AI systems struggle to recognize and communicate when they are unsure. The risks become clear in hig...

AI uncertainty bias detection drug discovery edge computing large language models machine learning model reliability

Jun 7, 2025

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MIT's New AI Bridges the Gap Between Sight and Sound - No Labels Needed!

MIT researchers have developed a groundbreaking machine-learning model that learns to link audio and visual data from unlabeled video clips, much like people naturally connect the sight of a cello bow...

artificial intelligence audio-visual learning computer vision machine learning multimodal AI robotics unsupervised learning

May 27, 2025

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