Blog Posts | Joshua Berkowitz

13 Articles

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T5Gemma 2: Google’s Next Leap in Developer-Friendly AI Models

AI development is moving fast, and Google’s T5Gemma 2 is setting a new standard for efficiency, power, and flexibility. Designed to accelerate experimentation and real-world deployment, this model ser...

AI models encoder-decoder long context multilingual multimodal natural language processing open source T5Gemma 2

Dec 19, 2025

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FLUX.2 Ushers in a New Era of Scalable Image Generation

The release of FLUX.2 by Black Forest Labs signals a dramatic shift in the landscape of image generation models. This new architecture is not a mere iteration but a ground-up redesign, dramatically ex...

deep learning diffusers FLUX.2 image generation LoRA memory optimization multimodal quantization

Dec 4, 2025

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Gemini 3: Ushering in Google's Most Advanced Era of AI

Google's Gemini 3 marks a transformative leap in artificial intelligence, blending advanced reasoning, multimodal understanding, and agentic capabilities into a single, powerful platform. This release...

agentic AI AI artificial intelligence developer tools Gemini 3 Google multimodal responsible AI

Nov 19, 2025

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StreetReaderAI: Paving the Way for Accessible Virtual Street Exploration

For blind and low-vision individuals, navigating digital street views has historically been challenging as visual interfaces offer little value without descriptive text or audio. StreetReaderAI , an i...

accessibility AI assistive technology blind users multimodal navigation street view user experience

Oct 30, 2025

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Gemini 2.5 Flash & Flash-Lite: Smarter, Leaner AI for Developers

Artificial intelligence is evolving at breakneck speed, and Google is leading the charge with its latest Gemini 2.5 Flash and Flash-Lite model updates. These enhancements are now accessible via Google...

AI models cost efficiency developer tools Flash-Lite Gemini 2.5 Google AI multimodal

Sep 30, 2025

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Qwen3-Omni: Native Any-to-Any Multimodality, Now Practical

Qwen3-Omni is a natively end-to-end, multilingual, omni-modal foundation model from the Qwen team at Alibaba Cloud. It can understand text, images, audio, and video, and respond in real time with both...

ASR Docker multimodal Omni Qwen Qwen3 speech Transformers vLLM

Sep 25, 2025

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Github Repos

SciVer Puts Multimodal Claim Verification To The Test

Scientific claim verification and reproducibility have emerged as a critical challenges in the era of information abundance and multimodal AI systems. Unlike traditional fact-checking that relies prim...

AI benchmark claim verification multimodal scientific reasoning

Sep 23, 2025

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Papers

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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Github Repos

PASS Puts Probabilities on Agentic Workflows for Safer, Adaptive Chest X-ray AI

Chest X-rays are fast, cheap, and ubiquitous, but reading them well demands careful multi-structure reasoning. The paper PASS introduces a multimodal agentic system that treats chest X-ray (CXR) analy...

agentic systems CXR medical AI multimodal radiology reinforcement learning

Aug 19, 2025

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Papers

Unlocking AI Power on Your Desktop: Ollama’s Seamless New App

Ready to access advanced language models right from your computer, no technical hurdles or confusing installations required? Ollama’s latest desktop app makes this possible, combining powerful AI capa...

AI models code analysis desktop app file processing macOS multimodal Ollama Windows

Aug 2, 2025

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GenAI Processors Simplify Multimodal AI App Development

Developing advanced AI applications often means wrestling with asynchronous code and specialized data handling, especially for real-time, multimodal experiences. Google DeepMind’s new GenAI Processors...

AI development concurrency DeepMind Gemini API Generative AI multimodal open source Python

Jul 29, 2025

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Gemma 3n: Powering the Next Generation of On-Device AI

Gemma 3n is delivering high-performance, multimodal intelligence for developers seeking efficiency and flexibility on mobile platforms. Backed by a rapidly growing community, Gemma 3n offers a leap fo...

audio vision developer tools Gemma 3n machine learning mobile AI multimodal on-device AI open models

Jun 28, 2025

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