Blog Posts | Joshua Berkowitz

183 Articles

machine learning ×

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

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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News

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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AlphaEvolve: Ushering in a New Era of Algorithm Discovery on Google Cloud

Traditional methods often fall short in vast, complex arenas such as drug discovery or chip design. . That’s where AlphaEvolve , powered by Google’s Gemini models, comes in, promising to make iterativ...

AI algorithm optimization AlphaEvolve evolutionary algorithms Gemini Google Cloud machine learning

Dec 19, 2025

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Meet Kiro: The Autonomous AI Agent Transforming Developer Workflows

Developers have been the big beneficiariesfrom AI assistants, but many tools still struggle with maintaining ongoing context and managing intricate, multi-repository projects. A new solution steps int...

AI agents automation code review collaboration developer tools DevOps machine learning software development

Dec 16, 2025

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Devstral 2 & Mistral Vibe CLI: Open-Source AI Tools for Coding Automation

Imagine a future where AI-driven coding tools are not locked behind paywalls or proprietary platforms. Mistral AI’s introduction of Devstral 2 and Mistral Vibe CLI brings this vision to life, putting ...

AI automation coding models developer tools Devstral machine learning Mistral Vibe CLI open-source software engineering

Dec 16, 2025

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News

GPT-5.2 Is Transforming Scientific Discovery and Mathematical Research

OpenAI’s latest model, GPT-5.2 is collaborating closely with experts across mathematics, physics, biology, and computer science. OpenAI has claimed to have pinpointed where AI truly excels, and where ...

AI research collaboration GPT-5.2 machine learning mathematics reasoning scientific discovery

Dec 12, 2025

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