Blog Posts | Joshua Berkowitz

105 Articles

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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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Smarter Nucleic Acid Design: How NucleoBench and AdaBeam Are Unlocking the Future of Nucleic Acid Engineering

Designing DNA and RNA with precision is crucial for advances in modern therapeutics, but the vastness of biological sequence space makes this an immense computational challenge. Traditional search met...

AI algorithms benchmarks bioinformatics nucleic acids open source sequence design

Sep 18, 2025

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Self-Adaptive AI Is Transforming Scientific Discovery

Microsoft Research’s latest breakthrough: self-adaptive reasoning models that put researchers in control are offering transparency and flexibility never before seen in scientific AI tools. By giving r...

AI CLIO explainability innovation Microsoft reasoning scientific research transparency

Sep 18, 2025

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POINTS-Reader: Distillation-Free Document AI

The interest is a vast digital library with literally countless documents from scientific papers to historical archives which hold the wealth of human knowledge. However, unlocking this knowledge is o...

AI Document Conversion Open Source Tencent Vision-Language Models

Sep 17, 2025

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AI Is Updating Scientific Software Development

Traditionally, developing custom empirical software for each research challenge has been a major bottleneck, consuming valuable time and slowing scientific progress. Google Research is leveraging an ...

AI automation computational science empirical software large language models machine learning research tools scientific discovery

Sep 16, 2025

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Uber’s Genie Achieves Near-Human Precision with Enhanced Agentic RAG

AI chatbots are rapidly evolving, but can they deliver the same precision as skilled engineers, especially in high-stakes domains like security and privacy? Uber’s Genie is leading the charge by imple...

agentic RAG AI automation chatbots document processing LLM Uber

Sep 15, 2025

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Lance: The Columnar Data Format Transforming Machine Learning Workflows

Multimodal data management has become one of the most critical bottlenecks in machine learning and artificial intelligence. While the world generates increasingly complex multimodal datasets combining...

AI data format LanceDB machine learning multimodal open source Python Rust vector search

Sep 14, 2025

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VaultGemma: Setting a New Standard for Privacy in Large Language Models

Artificial intelligence is rapidly integrating into our lives, making privacy not just a preference but a necessity. Google Research’s VaultGemma stands out as a breakthrough, the largest open large l...

AI differential privacy Google Research large language model machine learning open source privacy-preserving scaling laws

Sep 13, 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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StreamMind: The Future of Real-Time AI Video Analysis

Wearable devices that not only observe your surroundings but also proactively alert you to critical moments, like warning you when a car is coming your way are on the way. Such real-time video intelli...

AI assistive tech event detection language models real-time processing video analysis wearable technology

Sep 12, 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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MindsDB: The Enterprise AI Platform That Unifies Data and Delivers Real-Time Intelligence

A fundamental challenge has persistently hindered organizations in enterprise AI adoption: how do we make AI systems work seamlessly with data scattered across countless databases, applications, and f...

AI Analytics Data Integration Enterprise Federated Query MCP Open Source Python

Sep 8, 2025

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