Blog Posts | Joshua Berkowitz

42 Articles

2025 × open source ×

GSFit: Open-Source Plasma Reconstruction for Fusion Research

Achieving practical fusion energy depends on understanding plasma behavior inside tokamaks, fusion machines that host conditions hotter than the sun’s core. Tokamak Energy’s introduction of GSFit , an...

community collaboration diagnostics fusion energy Grad-Shafranov open source plasma reconstruction scientific software tokamak

Sep 20, 2025

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Hugging Face’s FinePDFs Dataset For AI Training

AI research has long relied on web-scraped content, but Hugging Face’s FinePDFs dataset is set to change the landscape. By sourcing over 475 million documents directly from PDFs, often considered too ...

AI data engineering datasets Hugging Face language models machine learning open source PDF

Sep 19, 2025

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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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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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Apache Doris: A Real-Time Data Warehouse That Stays Simple

Apache Doris is an open-source, real-time analytical database that blends the speed of a columnar MPP (Massively Parallel Processing) engine with the simplicity of a two-process architecture. If you h...

Apache Doris case study data warehouse lakehouse MySQL OLAP open source real-time analytics

Sep 5, 2025

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Github Repos

LangChain and LangGraph Enter v1.0 Alpha: A New Era for Agentic AI Development

The AI community has reason to be excited as LangChain and LangGraph achieve their 1.0 alpha milestone in both Python and JavaScript. These open-source platforms are redefining how developers build ad...

agent orchestration AI agents developer tools JavaScript LangChain LangGraph open source Python

Sep 3, 2025

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Bitnami's Docker Hub Exit: What Developers Need to Know About the End of Free Stable Images

The container world is abuzz after Bitnami, a Broadcom subsidiary famed for its pre-packaged application stacks, abruptly announced the end of free, stable images on Docker Hub. This decision sends sh...

Bitnami container images DevOps Docker enterprise migration open source subscription

Aug 31, 2025

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AssetOpsBench Sets New Standards for AI in Industrial Asset Management

Industrial asset management is undergoing a transformation as artificial intelligence agents are poised to take on complex tasks, from predictive maintenance to troubleshooting intricate machinery. At...

AI agents asset management benchmarking failure analysis industrial automation LLM evaluation multi-agent systems open source

Aug 29, 2025

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Transforming Analytics: How AI Makes Google Data Conversational

We are now able to skip complicated dashboards and get instant answers about our marketing performance just by asking AI. Google’s latest innovation, the open-source Model Context Protocol (MCP) serve...

AI data analysis developer tools Gemini Google Analytics marketing technology natural language open source

Jul 31, 2025

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ChemXploreML: Breaking Barriers in Chemical Property Prediction with User-Friendly Machine Learning

Predicting a molecule’s boiling point, melting point, or pressure once demanded extensive experiments and deep programming skills. Now, thanks to ChemXploreML, a desktop application developed at MIT, ...

chemical properties chemistry drug discovery machine learning open source research tools software

Jul 26, 2025

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DeepSWE-Preview Sets a New Standard for Open-Source Coding Agents with Reinforcement Learning

Imagine a coding agent that not only keeps pace with its open-source contemporaries but actually outshines them, all powered by reinforcement learning ( RL ). DeepSWE-Preview, a collaboration be...

coding agents emergent behavior LLM open source reinforcement learning rLLM software engineering test-time scaling

Jul 21, 2025

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Rust at 10 and the Features Shaping Its Future

Rust has marked a significant milestone, ten years since its 1.0 release, by doubling down on its core values: safety, performance, and an exceptional developer experience. As the language matures, un...

async programming governance language evolution open source programming languages Rust software engineering systems programming

Jul 19, 2025

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