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Build high-performance ML models using PyTorch 2.0 on AWS – Part 1

PyTorch is a machine learning (ML) framework that is widely used by AWS customers for a variety of applications, such as computer vision, natural language processing, content creation, and more. With the recent PyTorch 2.0 release, AWS customers can now do same things as they could with PyTorch 1.x but faster and at scale with …

Climate Cardinals: Bridging the climate information gap with AI-powered translations

Editor’s note: On a trip to visit family in Iran, Sophia Kianni made an alarming observation. Despite facing the disproportionate impacts of climate change, and with temperatures in the Middle East rising twice as fast as the global average, her relatives knew almost nothing about the world’s environmental challenges. When she realized that scientific literature …

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Fish-Farming Startup Casts AI to Make Aquaculture More Efficient, Sustainable

As a marine biology student, Josef Melchner always dreamed of spending his days cruising the oceans to find dolphins, whales and fish — but also “wanted to do something practical, something that would benefit the world,” he said. When it came time to choose a career, he dove head first into aquaculture. He’s now CEO …

New AI boosts teamwork training

Researchers have developed a new artificial intelligence (AI) framework that is better than previous technologies at analyzing and categorizing dialogue between individuals, with the goal of improving team training technologies. The framework will enable training technologies to better understand how well individuals are coordinating with one another and working as part of a team.

A Gentle Introduction to Hallucinations in Large Language Models

Last Updated on June 6, 2023 Large Language Models (LLMs) are known to have “hallucinations.” This is a behavior in that the model speaks false knowledge as if it is accurate. In this post, you will learn why hallucinations are a nature of an LLM. Specifically, you will learn: Why LLMs hallucinate How to make …

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Generative AI Chatbot in eCommerce: Use Cases, Benefits, and Statistics Behind

Consumer expectations are evolving, and running a successful eCommerce business demands a lot more than it did a few years ago. Customers are more informed and want a fast, seamless, and smart user interface. To deliver on these new customer demands, eCommerce brands are using AI-driven processes to deliver personalized experiences. And Conversational AI with …