Blog Posts | Joshua Berkowitz

28 Articles

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How LangExtract Is Revolutionizing Information Extraction from Unstructured Text

Extracting structured information from sprawling text documents is a major hurdle for developers and businesses. LangExtract , Google’s open-source Python library built on Gemini models, offers an adv...

data visualization Gemini models healthcare AI information extraction LangExtract LLMs Python libraries unstructured data

Nov 23, 2025

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Google's Generative UI Is Redefining Digital Experiences for Every User Prompt

Unlike static web pages and canned responses, generative UI harnesses the power of AI, specifically Google’s Gemini 3 Pro model to interpret requests and generate unique web pages, applications, tools...

AI interfaces dynamic content Generative UI Google Gemini interactive design LLMs user experience visualization

Nov 20, 2025

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How Claude’s Skills Transform AI-Generated Frontend Design

AI-generated landing pages often end up with safe fonts, predictable gradients, and minimal animations. This “AI slop” aesthetic arises because language models like Claude draw from mainstream design ...

AI design Claude frontend LLMs prompt engineering Skills UI development web development

Nov 19, 2025

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Generative UI Is Transforming the Way We Interact with AI

What if every time you typed a prompt, you received not just an answer, but a personalized, interactive interface built just for you? Google’s breakthrough in Checmakes this possible by allowing AI to...

AI interfaces Gemini app Generative UI Google Search Human-computer interaction Interactive design LLMs User experience

Nov 19, 2025

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Democratizing Scalable Mixture-of-Experts Training in PyTorch with NVIDIA NeMo Automodel

Training state-of-the-art Mixture-of-Experts (MoE) models has traditionally requiredspecialists with deep distributed systems knowledge and access to high-end infrastructure. Now, NVIDIA’s NeMo Automo...

distributed training LLMs MoE NVIDIA open source performance optimization PyTorch

Nov 12, 2025

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AI-Powered Malware: How PROMPTFLUX Is Powering New Cyber Threats

Google's Threat Intelligence Group recently exposed PROMPTFLUX , a groundbreaking Visual Basic Script (VBScript) malware that uses Gemini AI to regenerate its code dynamically. This capability marks a...

AI malware cybersecurity Google Gemini LLMs malware trends nation-state attacks PROMPTFLUX threat intelligence

Nov 12, 2025

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Affordable AI Coding: How Developers Can Harness Powerful Tools for Less

AI coding assistants have become increasingly accessible, offering developers robust features without a hefty price tag. With a growing range of open-weight models and competitive plans, it’s easier t...

AI coding code generation developer tools free software LLMs open-weight models programming subscriptions

Oct 30, 2025

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Anthropic Shows us How to Master Context Engineering to Build Smarter AI Agents

AI agents have become increasingly sophisticated, shifting the focus from simple prompt engineering to the broader, more nuanced discipline of context engineering . The central challenge now lies in m...

agentic design AI agents compaction context engineering LLMs memory management prompt engineering tools

Oct 13, 2025

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AfriMed-QA is Setting the Standard for Health AI in Africa

Artificial intelligence has the potential to revolutionize healthcare, but can large language models (LLMs) truly meet the needs of diverse communities? AfriMed-QA is leading the way by evaluating LLM...

Africa benchmarking clinical evaluation healthcare AI LLMs medical questions multilingual datasets open source

Sep 30, 2025

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Docker Model Runner GA: Simplifying Local AI Model Deployment for Developers

Docker Model Runner (DMR) has officially reached general availability, opening another avenue for developers seeking a streamlined way to run and manage large language models (LLMs). Why Docker Model ...

AI models Developer tools Docker LLMs Machine learning Model Runner Open source

Sep 23, 2025

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Agentic AI: The Next Scientific Frontier in Artificial Intelligence

Artificial intelligence is entering a new era where we are no longer limited to answering questions or generating text, agentic AI aims to act on our behalf in the real world. Imagine software that no...

agentic AI AI standards behavioral economics common sense embeddings LLMs negotiation privacy

Sep 19, 2025

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How Toolchaining and Planning Are Powering Large Language Models

Large language models (LLMs) are evolving beyond text generation, thanks to the powerful combination of toolchaining and planning . This advancement is reshaping how AI tackles complex problems and au...

AI workflow automation intelligent assistants LLMs planning productivity toolchaining

Sep 11, 2025

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