Blog Posts | Joshua Berkowitz

590 Articles

2025 ×

Docker Compose Provider Services Are Streamlining Development

For years, Docker Compose has been a staple for developers wanting to spin up multi-container environments locally. Now, with the addition of provider services in Docker Compose v2.36.0 the evolution ...

cloud integration Compose devops Docker Kubernetes plugins provider services

Jul 12, 2025

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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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Google Gemini’s New Photo-to-Video Tool Unlocks Creative Freedom

Turning a simple photograph into a captivating, animated video is now just a few taps away. Google Gemini's innovative photo-to-video feature empowers anyone to breathe life into their favorite images...

AI safety AI video creative tools digital watermarking Google Gemini photo animation Veo 3

Jul 11, 2025

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Gemini

Columbia University Admissions Hack: Unpacking the Overlooked Data Breach

When Columbia University experienced a massive cyberattack, the scale of disruption was staggering - millions affected, critical systems disabled, and personal data stolen. Yet, much of the media cove...

affirmative action Columbia University cybersecurity data breach higher education journalism ethics media coverage

Jul 11, 2025

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Harnessing the Power of Tools in Gemini API Models In Place of MCP Servers

The Gemini API offers robust capabilities for developers to connect large language models to external systems and data sources through the use of "tools." This allows for the creation of dynamic, inte...

Jul 10, 2025

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Gemini

Rubin Observatory’s First Images: Ushering in a New Era of Cosmic Discovery

The NSF/DOE Vera C. Rubin Observatory has made a dramatic entrance into the world of astronomy by releasing its inaugural images, captured with the largest digital camera ever built for space observat...

astronomy cosmic survey dark matter data science LSST Camera public engagement space discovery Vera Rubin Observatory

Jul 9, 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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Microsoft's Mu Language Model Adjusts Windows Settings with On-Device AI

Microsoft’s Mu language model, powering Copilot+ PCs, now allows you to adjust complex Windows settings just by telling your PC what you want. Mu powers the AI agent in Windows Settings, translating n...

AI Copilot+ PCs language models model optimization NPUs on-device AI user experience Windows Settings

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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Mathematicians Unlock Infinite New Patterns in Prime Numbers

Prime numbers have always intrigued mathematicians with their fundamental importance and elusive distribution. While it's easy to determine if small numbers are prime, the challenge intensifies dramat...

combinatorics Diophantine equations integer partitions mathematical discovery mathematics research number theory prime numbers

Jul 7, 2025

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Unlocking Team Knowledge: Copilot Spaces Project Collaboration

Engineering teams often struggle with fragmented project knowledge, where essential context is hidden in sprawling codebases, scattered documents, or the minds of individual team members. Copilot Spac...

AI coding Copilot developer tools GitHub knowledge management productivity software development team collaboration

Jul 5, 2025

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