Blog Posts | Joshua Berkowitz

48 Articles

github × machine learning ×

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

0 1166

News

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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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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News

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

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

0 2013

News

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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News

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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News

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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News

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

0 4257

Github Repos

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

0 2585

Papers

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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