How symmetry can come to the aid of machine learning
Exploiting the symmetry within datasets, MIT researchers show, can decrease the amount of data needed for training neural networks.
Doctors have more difficulty diagnosing disease when looking at images of darker skin
Dermatologists and general practitioners are somewhat less accurate in diagnosing disease in darker skin, a new study finds. Used correctly, AI may be able to help.
AI Ethics
In today's rapidly advancing technological world, artificial intelligence (AI) has become an integral part of our lives. From self-driving cars to personalized recommendations, AI is revolutionizing various industries. However, with…
Monitor embedding drift for LLMs deployed from Amazon SageMaker JumpStart
One of the most useful application patterns for generative AI workloads is Retrieval Augmented Generation (RAG). In the RAG pattern, we find pieces of reference content related to an input…
WordPress Autoblogging: OpenAI GPT-4 vs Google Gemini Pro vs Anthropic Claude
Comparing Google's Gemini Pro, Anthropic's Claude, and OpenAI GPT-4 Turbo for WordPress autoblogging: a practical guide with real-case applications and performance insights for CyberSEO Pro users.
Designing generative AI workloads for resilience
Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. There are unique considerations when engineering generative AI workloads through a resilience…
Analyze security findings faster with no-code data preparation using generative AI and Amazon SageMaker Canvas
Data is the foundation to capturing the maximum value from AI technology and solving business problems quickly. To unlock the potential of generative AI technologies, however, there’s a key prerequisite:…
GENERATIVE AI
Generative AI - Comprehensive Guide for Beginners: Mastering Artificial Intelligence, Deep Learning, and Business Applications with ChatGPT (Bonus: 3 Books with Prompts to Boost Your Profits 10x) Product details: ASIN:…
Getting started with Amazon Titan Text Embeddings
Embeddings play a key role in natural language processing (NLP) and machine learning (ML). Text embedding refers to the process of transforming text into numerical representations that reside in a…
Build a movie chatbot for TV/OTT platforms using Retrieval Augmented Generation in Amazon Bedrock
In this post, we show you how to securely create a movie chatbot by implementing RAG with your own data using Knowledge Bases for Amazon Bedrock. We use the IMDb…