Machine learning helped Waseem Alshikh plow through textbooks in college. Now he’s putting generative AI to work, creating content for hundreds of companies. Born and raised in Syria, Alshikh spoke no English, but he was fluent in software, a talent that served him well… Read More »Startup Pens Generative AI Success Story With NVIDIA NeMo Chintan Patel – Archives Page 1 | NVIDIA Blog
Picture this: Creators can quickly create and customize 3D scene backgrounds with the help of generative AI, thanks to cutting-edge tools from Shutterstock. The visual-content provider is building services using NVIDIA Picasso — a cloud-based foundry for developing generative AI models for visual design.… Read More »Shutterstock Brings Generative AI to 3D Scene Backgrounds With NVIDIA Picasso Jason Paul – Archives Page 1 | NVIDIA Blog
NVIDIA researchers are taking the stage at SIGGRAPH, the world’s largest computer graphics conference, to demonstrate a generative AI workflow that helps artists rapidly create and iterate on materials for 3D scenes. The research demo, which will be presented today at the show’s Real-Time… Read More »A Textured Approach: NVIDIA Research Shows How Gen AI Helps Create and Edit Photorealistic Materials Isha Salian – Archives Page 1 | NVIDIA Blog
As deep learning continues to advance and microphones become more ubiquitous, along with the growing popularity of online services through personal devices, the potential for acoustic side-channel attacks to impact keyboards is on the rise. A team of researchers from the UK have trained… Read More »This AI Research Introduces a Deep Learning Model that can Steal Data by Listening to Keystrokes Recorded by a nearby Phone with 95% Accuracy Rachit Ranjan Artificial Intelligence Category – MarkTechPost
Amazon SageMaker offers several ways to run distributed data processing jobs with Apache Spark, a popular distributed computing framework for big data processing. You can run Spark applications interactively from Amazon SageMaker Studio by connecting SageMaker Studio notebooks and AWS Glue Interactive Sessions to… Read More »Host the Spark UI on Amazon SageMaker Studio Giuseppe Angelo Porcelli AWS Machine Learning Blog
Artificial intelligence (AI) adoption is accelerating across industries and use cases. Recent scientific breakthroughs in deep learning (DL), large language models (LLMs), and generative AI is allowing customers to use advanced state-of-the-art solutions with almost human-like performance. These complex models often require hardware acceleration… Read More »Deploy thousands of model ensembles with Amazon SageMaker multi-model endpoints on GPU to minimize your hosting costs Saurabh Trikande AWS Machine Learning Blog
In the ever-evolving landscape of machine learning, feature management has emerged as a key pain point for ML Engineers at Airbnb. While they strive to create innovative models for various products, they often find themselves spending a significant amount of time dealing with infrastructure… Read More »Airbnb Researchers Develop Chronon: A Framework for Developing Production-Grade Features for Machine Learning Models Niharika Singh Artificial Intelligence Category – MarkTechPost
A potent new trend has emerged in which large language models (LLMs) are enhanced to become autonomous language agents capable of carrying out activities independently, eventually in the service of a goal, instead of merely responding to user questions. React, Toolformer, HuggingGPT, generative agents,… Read More »Meet Retroformer: An Elegant AI Framework for Iteratively Improving Large Language Agents by Learning a Plug-in Retrospective Model Aneesh Tickoo Artificial Intelligence Category – MarkTechPost
Greater computational cost is required for larger Transformers to function well. Recent research suggests that model size and training data must be scaled simultaneously to use any training compute resource the most. Sparse mixes of experts are a possible substitute that enables model scalability… Read More »This AI Paper Proposes Soft MoE: A Fully-Differentiable Sparse Transformer that Addresses these Challenges while Maintaining the Benefits of MoEs Aneesh Tickoo Artificial Intelligence Category – MarkTechPost
I’m sure that nobody will be surprised that the number of searches for ChatGPT on the O’Reilly learning platform skyrocketed after its release in November, 2022. It might be a surprise how quickly it got to the top of our charts: it peaked in… Read More »The ChatGPT Surge Mike Loukides AI & ML – Radar