Blog Posts | Joshua Berkowitz

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Qwen3-Next and vLLM: Advancing Efficient Long-Context AI with Hybrid Architecture

AI is evolving rapidly, and efficiency is key for effective large-scale deployment. Qwen3-Next, the latest model from the Qwen team, pushes the boundaries with a hybrid architecture purpose-built for ...

GPU optimization hybrid attention long-context AI model efficiency MoE multi-token prediction Qwen3-Next vLLM integration

Sep 15, 2025

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VS Code August Updates: Transforming Development with AI, Security, and Workflow Upgrades

The latest Visual Studio Code release introduces smarter, more contextual AI tools designed to enhance productivity and safety. With Auto Model Selection in preview, the editor now picks the best AI m...

AI development Copilot extension APIs productivity Python security terminal VS Code

Sep 15, 2025

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Lance: The Columnar Data Format Transforming Machine Learning Workflows

Multimodal data management has become one of the most critical bottlenecks in machine learning and artificial intelligence. While the world generates increasingly complex multimodal datasets combining...

AI data format LanceDB machine learning multimodal open source Python Rust vector search

Sep 14, 2025

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Github Repos

Dimension-Insensitive Metrics: DIEM vs. Cosine Similarity In High Dimensions

The paper " Surpassing Cosine Similarity for Multidimensional Comparisons: Dimension Insensitive Euclidean Metric " interrogates a default choice in machine learning and information retrieval: cos...

cosine similarity distance metrics embeddings euclidean distance NLP similarity

Sep 13, 2025

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Papers

Smolagents: Code-first, Multi-step AI agents

smolagents is Hugging Face 's small, intentionally minimal Python library for building agentic systems that think in code. It gives you a multi-step loop, tools, and models without a forest of abstrac...

AI agents CodeAgent Hugging Face MCP Open Source smolagents

Sep 12, 2025

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Github Repos

GRID: A Community-Driven Revolution in Open-Source AGI

Sentiant is reimagining agent intelligence with GRID, the Global Research and Intelligence Directory. Instead of relying on a single, monolithic AI model, GRID connects a network of specialized intell...

AGI AI agents AI infrastructure blockchain open-source AI Sentient Chat token economy

Sep 12, 2025

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AI-Powered Brute-Force Automation: Inside BruteForceAI

BruteForceAI is an open-source penetration testing utility that applies large language models to the long-standing problem of web login testing , automating selector discovery and accelerating both re...

AI brute-force bug bounty cybersecurity LLM penetration testing Playwright security tools

Sep 12, 2025

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Github Repos

Youtu-agent: Democratizing AI Agent Development with Open-Source Excellence

The ability to create autonomous agents that can reason, plan, and execute complex tasks has become a holy grail for developers and researchers alike. Youtu-agent is Tencent's groundbreaking framework...

Agent Framework AI Agents Automation Benchmark DeepSeek Open Source Python Tencent Toolkits YAML

Sep 11, 2025

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Github Repos

Azure Logic Apps as MCP Servers Supercharge Enterprise AI Integration

Integrating AI agents and large language models (LLMs) into enterprise systems can be challenging without the right infrastructure. Azure Logic Apps (Standard) introduces remote Model Context Pr...

AI integration Authentication Azure LLM Logic Apps MCP Security Workflow automation

Sep 11, 2025

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When AI Agents Misremember: How Fake Memories Put Smart Assistants at Risk

What if you entrust your AI assistant with your credit card to book a flight, only to wake up and discover it has spent your money on bizarre purchases? What would you do? Panic? This unsettling possi...

AI assistants AI security autonomous agents large language models memory manipulation prompt injection Web3

Sep 11, 2025

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AGNTCY Ushers in the “Internet of Agents” by Joining the Linux Foundation

AGNTCY , an Agent framework backed by leading tech companies including Cisco, Dell and Google, has donated its entire multi-agent framework to the Linux Foundation. This move tackles a pressing c...

agentic AI AGNTCY AI governance AI interoperability enterprise AI Linux Foundation multi-agent systems open source

Sep 11, 2025

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Neural Networks Are Transforming 3D Rendering: Inside Microsoft's RenderFormer

3D rendering powers our most captivating digital experiences, from blockbuster movies to cutting-edge virtual reality. Traditionally, this field has relied on physics-based methods to recreate the int...

3D rendering AI research computer graphics deep learning machine learning neural networks RenderFormer SIGGRAPH

Sep 11, 2025

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