Blog Posts | Joshua Berkowitz

66 Articles

2025 × AI ×

MIT-IBM Watson Lab: How AI Scaling Laws Are Transforming LLM Training Efficiency

Training large language models (LLMs) is an expensive endeavor, driving the need for strategies that maximize performance while minimizing costs. Researchers at the MIT-IBM Watson AI Lab have develope...

AI cost efficiency LLM training machine learning model development research scaling laws

Sep 22, 2025

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Modular AI Agents Are Transforming Scientific Research at Harvard

Artificial intelligence continues to evolve rapidly, with multimodal large language models showing remarkable learning and reasoning capabilities. However, scientific research presents unique challeng...

AI APEX+ augmented reality human-AI collaboration modular AI robotics scientific research

Sep 19, 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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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

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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AI Is Reshaping the Future of Wireless Chip Design

Thanks to a groundbreaking initiative at Princeton University, which is leading a national charge to revolutionize how wireless microchips are designed, wireless devices are getting not only faster an...

AI chip design industry collaboration Princeton research innovation RF technology semiconductors wireless communication

Sep 6, 2025

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M3-Agent: A Multimodal Agent with Long-Term Memory

The quest to create agents that can interact with the world as seamlessly as humans is on the horizon. But a significant hurdle has been equipping AI with the ability to form and recall long-term memo...

AI ByteDance Long-Term Memory M3-Agent Multimodal Agent Open Source

Sep 3, 2025

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Github Repos

Open Lovable: Chat your way to a working React app

Open Lovable is a small but punchy example app from the Firecrawl team that lets you chat with an AI to build a modern React app in minutes. It pairs the Firecrawl scraping API with an isolated code-e...

AI E2B Firecrawl Next.js Open Source React Tailwind

Aug 27, 2025

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Github Repos

How Tokenizers Are Transforming AI Image Editing and Generation

Recent innovations from MIT researchers are leveraging the hidden potential of neural networks called tokenizers for fast, flexible, and resource-efficient image manipulation. Tokenizers: More Than Co...

AI computer vision image editing image generation machine learning MIT research neural networks tokenizers

Aug 27, 2025

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Empower Your Development: Meet the Copilot Coding Agent in Visual Studio Code

Streamline your development workflow with AI teammates right inside Visual Studio Code. The Copilot Coding Agent is here to automate routine tasks, manage issues, and integrate seamlessly with...

AI automation Copilot developer tools GitHub productivity Visual Studio Code

Aug 5, 2025

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AI Is Powering the Next Generation of Energy Grids

Global electricity demand is rising rapidly, driven by both economic growth and ambitious climate goals. As a result, traditional grid planning and operation methods are struggling to keep up. The ene...

agentic AI AI digital twins energy grid grid planning sustainability utilities

Aug 2, 2025

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Gemini 2.5 Deep Think: The Next Leap in AI Problem Solving

Artificial intelligence is evolving from simply providing answers to actively reasoning through complex problems. Google's latest Gemini 2.5 Deep Think update exemplifies this shift, offering Google A...

AI AI safety coding Deep Think Gemini problem solving reinforcement learning research tools

Aug 1, 2025

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