Blog Posts | Joshua Berkowitz

590 Articles

2025 ×

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

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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

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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

Context Engineering: How to Build High‑Signal AI Agents

Context Engineering: How to Build High‑Signal AI Agents Context is the new battleground for AI agents. While the focus had been on prompts and models, the real difference between demos and production ...

AI agents coding agents compaction context engineering MCP RAG subagents tool design

Sep 8, 2025

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Azure’s Mandatory MFA Phase 2: What IT Teams Need to Know Before October 2025

With cyber threats on the rise, Microsoft is doubling down on protecting its Azure platform. The upcoming Phase 2 rollout of mandatory multifactor authentication (MFA), effective October 1, 2025, mark...

Azure cloud security IT compliance MFA enforcement Microsoft multifactor authentication policy updates resource management

Sep 8, 2025

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OpenAI’s Bold Move to Certify 10 Million Americans in AI Skills

Today’s job market is changing faster than ever, and AI skills are quickly becoming a must-have. OpenAI is responding to this shift with an ambitious plan to certify 10 million Americans in AI skills ...

AI certification AI skills job training OpenAI technology jobs upskilling Walmart workforce development

Sep 8, 2025

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Rust Foundation Launches Innovation Lab: Rustls Sets the Pace for Open Source Progress

Open source innovation is accelerating, and with it comes the need for robust support systems. The Rust Foundation is responding by launching the Rust Innovation Lab , a major new program unveiled at ...

community support fiscal sponsorship open source Rust Rust Foundation Rustls security software infrastructure

Sep 8, 2025

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