Blog Posts | Joshua Berkowitz

172 Articles

machine learning ×

Google Colab Arrives in VS Code: A New Era for AI and Machine Learning Workflows

You can now combine the power of Google Colab’s cloud-based notebooks with the flexibility of Visual Studio Code’s beloved development environment. The launch of the official Google Colab extension fo...

AI development cloud computing developer tools Google Colab machine learning notebooks productivity VS Code

Nov 15, 2025

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Teaching AI to See the World Through Human Eyes: Bridging the Perception Gap

Artificial intelligence has made remarkable advances in recognizing objects and sorting images, yet it struggles to truly see the world as we do. While AI can efficiently spot patterns and group image...

AI perception cognitive science DeepMind human alignment machine learning model robustness vision models

Nov 13, 2025

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Omnilingual Automatic Speech Recognition Is Redefining Global Communication

Imagine a world where voice technology understands you, no matter what language you speak. Recent advancements in omnilingual automatic speech recognition (ASR) are bringing us closer to this reality,...

accessibility AI ASR language technology machine learning multilingual speech recognition

Nov 12, 2025

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Apple Embedding Atlas: Making Sense of Millions Through Interactive Visualization

In the world of machine learning, AI and data science, embeddings have become the universal translator for complex data. Whether you are analyzing customer feedback, exploring research papers, or unde...

data visualization embeddings machine learning open source Python TypeScript WebAssembly WebGPU

Nov 12, 2025

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Github Repos

Kimi K2 Model is Redefining AI Reasoning and Thinking

Artificial intelligence has evolved rapidly, but few models have bridged the gap between data processing and genuine reasoning as impressively as the Kimi K2 model. This new generation of AI not only ...

AI models contextual understanding innovation Kimi K2 machine learning problem-solving reasoning

Nov 10, 2025

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Rapid and Automated Alloy Design with Graph Neural Network-Powered Large Language Model-Driven Multi-Agent AI

The search for new materials with enhanced mechanical properties has previously been constrained by the sheer complexity of the compositional design space. Multi-principal element alloys offer excepti...

alloy design artificial intelligence computational materials dislocation dynamics graph neural networks machine learning materials science multi-agent systems

Nov 10, 2025

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Papers

Whisper Leak: How Encrypted AI Chats Can Still Reveal Your Secrets

Many people trust that encrypted messaging with AI chatbots is secure, but recent research from Microsoft challenges this assumption. A newly discovered threat, dubbed Whisper Leak , reveals that even...

AI security cybersecurity data privacy encrypted traffic large language models machine learning side-channel attack Whisper Leak

Nov 10, 2025

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AlphaEvolve: AI-Powered Mathematical Discovery at Scale

Google DeepMind's AlphaEvolve is moving the bar yet again in how artificial intelligence tackles mathematical discovery. Published (preprint) in November 2025 by researchers Bogdan Georgiev, e t al at...

AI AlphaProof automated reasoning combinatorics DeepMind evolutionary computation FunSearch large language models machine learning mathematical discovery mathematics optimization Terence Tao

Nov 7, 2025

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Papers

Hugging Face Introduces Dataset Streaming for Machine Learning

If you’ve ever been frustrated by long waits to download massive datasets for model training, you’re not alone. Hugging Face has introduced a groundbreaking way to stream multi-terabyte datasets direc...

data engineering dataset streaming huggingface machine learning parquet performance optimization Xet storage

Nov 7, 2025

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Edison Scientific Kosmos: Accelerating Six Months of Science in a Single Day

Looking to get more out your research efforts without the timeline? Introducing Kosmos , Edison Scientific’s groundbreaking AI Scientist. Building on lessons from its predecessor, Robin, Kosmos ...

AI research automation Edison Scientific Kosmos machine learning materials science neuroscience scientific discovery

Nov 6, 2025

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OpenAI's gpt-oss-safeguard: A New Era for Policy-Driven AI Safety

OpenAI has introduced gpt-oss-safeguard , a groundbreaking family of open-source reasoning models designed to transform safety classification in artificial intelligence. Unlike rigid, traditional clas...

AI safety community collaboration content moderation developer tools machine learning open-source policy reasoning

Nov 5, 2025

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MIT Researchers Are Making AI Text Classifiers More Reliable

AI text classifiers are now behind many tools we use daily, from chatbots to content moderation systems. Their accuracy and reliability have become critical but how can you be sure they aren’t easily ...

adversarial testing AI large language models machine learning MIT robustness software tools text classification

Nov 4, 2025

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