Blog Posts | Joshua Berkowitz

187 Articles

machine learning ×

How Machine Learning Is Revolutionizing the Search for Advanced Material Structures

Princeton researchers introduce a machine learning tool promises to supercharge the pace at which scientists can identify the most promising metal organic frameworks (MOFs), these materials with the p...

carbon capture chemical engineering energy storage machine learning materials science MOFs Princeton research tools

Feb 24, 2026

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How Llama.cpp's Resumable GGUF Downloads Transform Model Management

Fetching large AI models can be frustrating when network hiccups force you to start from scratch. The latest release of llama.cpp changes the game with resumable GGUF downloads, making the process mor...

AI models downloads feature update GGUF llama.cpp machine learning open source

Jan 2, 2026

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How JAX’s Symbolic Power Is Redefining Scientific Computing

Scientific computing is experiencing a revolution, thanks to the symbolic capabilities of JAX. While JAX has made a name for itself in AI model development, its innovative features are now driving bre...

automatic differentiation deep learning JAX machine learning PDEs scientific computing symbolic computation Taylor mode

Jan 2, 2026

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Bringing Clarity to AI Benchmarking

Artificial intelligence is advancing at breakneck speed, yet understanding how AI models are evaluated remains a persistent hurdle. Inconsistent or incomplete descriptions of benchmarks often make it ...

AI benchmarks IBM machine learning model evaluation Notre Dame open-source transparency

Dec 30, 2025

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How MIT's AI Robots Are Turning Words Into Furniture

Soon you may be able to instruct a robot to assemble a custom chair simply by describing what you want. MIT researchers are turning this futuristic idea into reality with a powerful AI-driven robotic ...

AI automation furniture design human-computer interaction machine learning robotics sustainability

Dec 26, 2025

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Apache Spark 4.0.0: Transforming the Future of Big Data Analytics

The latest release of Apache Spark, version 4.0.0, marks a significant evolution for this leading big data platform. With the participation of more than 390 contributors resolving over 5,100 issues, S...

Apache Spark big data machine learning PySpark release notes Spark Connect SQL enhancements structured streaming

Dec 26, 2025

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Vector Buckets: Revolutionizing High-Dimensional Data Management

Managing enormous volumes of complex data is a growing challenge. As artificial intelligence and machine learning continue to evolve, so does our need for smarter, faster, and more efficient ways to h...

AI infrastructure data storage high-dimensional data machine learning recommendation systems similarity search vector search

Dec 26, 2025

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How Wearable Robots Are Adapting to Your Unique Movements: The Next Leap in Assistive Tech

Advances in robotics and artificial intelligence are transforming how we support people with movement impairments. Imagine a wearable robot that not only assists with daily activities, but also learns...

ALS assistive technology machine learning personalized medicine soft robotics stroke rehabilitation wearable robotics

Dec 21, 2025

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How Databricks and Tecton Are Revolutionizing Real-Time Data for AI Agents

Databricks is integrating Tecton , a leader in real-time feature engineering, into its platformto deliver fast, reliable, and context-rich data to AI agents, empowering smarter, real-time decisions in...

AI agents Databricks data integration feature store machine learning personalization real-time data Tecton

Dec 21, 2025

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AI Gets Personal: GitHub Unveils Copilot Memory for Smarter Coding

GitHub’s Copilot memory, now in public preview for Pro and Pro+ users, introduces a new era of context-aware codingby leveraging repository-specific insights, Copilot aims to transform how developers ...

AI coding tools code review Copilot developer productivity GitHub machine learning Pro features

Dec 20, 2025

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Small Models, Big Solutions: How MIT's DisCIPL Framework Is Revolutionizing AI Reasoning

Large language models (LLMs) like ChatGPT often capture headlines for their advanced abilities, but they can stumble when it comes to challenging reasoning tasks that demand strict rule-following. At ...

AI reasoning collaborative AI constraint solving efficiency language models LLMs machine learning MIT CSAIL

Dec 20, 2025

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PaTH Attention: The Next Leap in Context-Aware Language Models

Large language models have transformed artificial intelligence, powering everything from chatbots to automated code generation. Yet, even the most advanced models often struggle to follow evolving sta...

AI research context awareness large language models machine learning PaTH Attention position encoding reasoning transformers

Dec 19, 2025

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