Blog Posts | Joshua Berkowitz

594 Articles

2025 ×

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

0 9856

Github Repos

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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News

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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AI Agent Achieves Gold Medal Performance on IPhO 2025 Physics Competition

In a remarkable demonstration of artificial intelligence's advancing capabilities, researchers from Princeton University and collaborating institutions have developed Physics Supernova, an AI agent sy...

Sep 11, 2025

0 20933

Papers

Surya: The Open-Source AI Solar Forecasting Model

Thanks to Surya, a pioneering AI model co-developed by IBM and NASA, we could potentially anticipate powerful solar storms hours before they threaten our technology or astronauts in space. Surya stand...

AI foundation model heliophysics IBM NASA open source solar research space weather

Sep 10, 2025

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NSF’s Quantum Leap: National Quantum Virtual Laboratory Is Shaping America’s Quantum Future

The U.S. National Science Foundation (NSF) is making bold strides in quantum technology with the National Quantum Virtual Laboratory (NQVL) entering its design phase. This groundbreaking initiative is...

Collaboration Federal funding National Quantum Virtual Laboratory NSF Quantum computing Quantum science Research infrastructure Technology development

Sep 10, 2025

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mmBERT: How Johns Hopkins Built a 1,833-Language AI That Outperforms XLM-R

mmBERT: How Johns Hopkins Built a 1,833-Language AI That Outperforms XLM-R Imagine trying to build an AI system that truly understands human language not just in English, but in over 7,000 languages s...

AI research annealed language learning cross-lingual digital inclusion encoder-only FlashAttention Gemma tokenizer GLUE inverse masking language model mmBERT ModernBERT MTEB multilingual NLP XLM-R XTREME

Sep 10, 2025

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Papers

Agentic Web Interfaces: Building Websites That Welcome AI Agents

The paper "Build the web for agents, not agents for the web" proposes a reorientation of how we design the modern web: rather than forcing AI systems to operate through human-centered pages, we should...

AWI MCP Playwright Safety web agents WebArena

Sep 10, 2025

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Papers

LangExtract: Grounded, Structured Extraction for Long Text

LangExtract is a focused open-source library from Google that turns unstructured text into structured data you can trust. It combines schema-guided prompts, precise span alignment to the source text, ...

Gemini information extraction langextract LLM NLP Ollama OpenAI plugins Python

Sep 9, 2025

0 44143

Github Repos

From H&E to 50-plex Proteins: Inside ROSIE for in silico mIF

When a doctor takes a biopsy, that tissue sample is typically stained with a simple, inexpensive method that has been used for over a century called H&E. This gives a basic, "black-and-white" view of ...

ConvNeXt digital pathology H&E in silico staining multiplex immunofluorescence

Sep 9, 2025

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Papers

UI-TARS-2: Scaling GUI-Centered Agents With Multi-Turn RL

Modern AI agents are learning to use computers like humans do. They can navigate websites, manage files, and even play games by controlling desktop and mobile interfaces directly. This paper introduce...

AI agents Benchmarking Data Flywheel GUI Parameter Interpolation Reinforcement Learning

Sep 9, 2025

0 33814

Papers

The Model Context Protocol Registry: Building the Backbone for AI Server Discovery

The Model Context Protocol Registry is an open, standards-driven catalog and API for MCP servers. If you are building or running AI tools that speak MCP, the registry is the connective tissue that tur...

AI registry API DevOps Enterprise Go Kubernetes MCP Open source Package validation Subregistries

Sep 9, 2025

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Github Repos

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