Blog Posts | Joshua Berkowitz

44 Articles

github × machine learning ×

How Codex and Hugging Face Skills Automate Open Source AI Model Training

We are moving towards an era where we can hand off your machine learning experiments to an AI agent, with every step from data validation to deployment managed seamlessly. OpenAI Codex with Hugging Fa...

AI training automation Codex deployment Hugging Face machine learning model fine-tuning open source

Dec 11, 2025

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Exploring Meta’s Segment Anything Model 3: Pushing the Boundaries of Computer Vision

Artificial intelligence has been transforming how we interact with visual data, and Meta’s Segment Anything Model 3 (SAM3) is leading the charge. SAM3 stands out as a game-changer in computer vision, ...

AI research computer vision image segmentation machine learning Meta AI open source SAM3

Nov 25, 2025

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Replicate and Cloudflare: Forging a Stronger AI Ecosystem for Developers

Replicate’s recent partnership with Cloudflare marks a significant turning point for both organizations and their developer communities. This collaboration isn’t about reinventing the wheel but about ...

AI infrastructure APIs cloud computing Cloudflare developer tools integration machine learning Replicate

Nov 18, 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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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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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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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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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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Data Recovery and Precision in Fusion Energy Systems Now Uses Ai

The precision required to sustain a fusion reaction is immense, and it relies on a vast network of sensors. What happens when those sensors fail? Introducing Diag2Diag , an innovative artificial intel...

AI diagnostics fusion energy machine learning plasma physics sensor data tokamaks

Nov 3, 2025

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Hugging Face Introduces Large-Scale ML with Streaming Datasets

Kicking off a massive machine learning project used to mean a race against the clock and your hard drive. Hours spent downloading and frustrating bottlenecks were just part of the job. Hugging Face’s ...

big data datasets data streaming efficient training hugging face machine learning parquet

Nov 2, 2025

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