Nexus
Yuval Noah Harari, the author of the bestselling book Sapiens, has once again delivered a groundbreaking story in Nexus: A Brief History of Information Networks from the Stone Age to…
Deploy Amazon SageMaker pipelines using AWS Controllers for Kubernetes
In this post, we show how ML engineers familiar with Jupyter notebooks and SageMaker environments can efficiently work with DevOps engineers familiar with Kubernetes and related tools to design and…
Understanding Generative AI for Business Leaders
If you're a business leader looking to stay ahead of the curve in the rapidly evolving world of AI, "Understanding Generative AI for Business Leaders" is a must-read. This book…
Best practices for prompt engineering with Meta Llama 3 for Text-to-SQL use cases
In this post, we explore a solution that uses the vector engine ChromaDB and Meta Llama 3, a publicly available foundation model hosted on SageMaker JumpStart, for a Text-to-SQL use…
Implementing advanced prompt engineering with Amazon Bedrock
In this post, we provide insights and practical examples to help balance and optimize the prompt engineering workflow. We focus on advanced prompt techniques and best practices for the models…
Study: Transparency is often lacking in datasets used to train large language models
Researchers developed an easy-to-use tool that enables an AI practitioner to find data that suits the purpose of their model, which could improve accuracy and reduce bias.
Accelerate Generative AI Inference with NVIDIA NIM Microservices on Amazon SageMaker
In this post, we provide a walkthrough of how customers can use generative artificial intelligence (AI) models and LLMs using NVIDIA NIM integration with SageMaker. We demonstrate how this integration…
The AI Edge
If you're looking to gain a competitive edge in sales using AI, "The AI Edge" by Jeb Blount is the book for you. Packed with practical strategies and tips, this…
A framework for solving parabolic partial differential equations
A new algorithm solves complicated partial differential equations by breaking them down into simpler problems, potentially guiding computer graphics and geometry processing.
How to Evaluate Jailbreak Methods: A Case Study with the StrongREJECT Benchmark
When we began studying jailbreak evaluations, we found a fascinating paper claiming that you could jailbreak frontier LLMs simply by translating forbidden prompts into obscure languages. Excited by this result,…