1

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 prompt by performing similarity searches on embeddings. Embeddings capture the information content in bodies of text, allowing natural language processing (NLP) models to work with …

1 Architecture.max 1000x1000 1

Automate public website indexing for efficient semantic search with Vertex AI

Introduction If you’re looking to transform the way you interact with unstructured data, you’ve come to the right place! In this blog, you’ll discover how the exciting field of Generative AI, specifically tools like Vector Search and large language models (LLMs), are revolutionizing search capabilities. You will learn the power of vector search and additionally, …

A sleeker facial recognition technology tested on Michelangelo’s David

Many people are familiar with facial recognition systems that unlock smartphones and game systems or allow access to our bank accounts online. But the current technology can require boxy projectors and lenses. Now, researchers report on a sleeker 3D surface imaging system with flatter, simplified optics. In proof-of-concept demonstrations, the new system recognized the face …

A camera-based anti-facial recognition technique

Facial recognition systems, computational tools that can recognize individuals in images or video footage, are now widely employed worldwide. Some users and developers, however, have raised privacy-related concerns, as by definition facial recognition techniques rely on images that capture people’s faces. It is possible to use facial recognition techniques to identify the person by his/her …

Crushing human

That might be what we are actually doing when we think we are just manipulating a bunch of data with AI. submitted by /u/infratonal [link] [comments]

generative ai in ecommerce 1024x512 1

Conversion Marketing Best Practices and Strategies Explained

Art or science? That debate related to marketing is age-old. It was not that long ago that brands relied solely on selling customers on a vibe, lifestyle, or aspiration using out-of-home (OOH) methods (think billboards and bus shelters), print (magazines and newspapers), or broadcast (television or radio commercials). Like art, these advertisements evoke feelings and …

Scalable Pre-training of Large Autoregressive Image Models

This paper introduces AIM, a collection of vision models pre-trained with an autoregressive objective. These models are inspired by their textual counterparts, i.e., Large Language Models (LLMs), and exhibit similar scaling properties. Specifically, we highlight two key findings: (1) the performance of the visual features scale with both the model capacity and the quantity of …

5 signs you need a premium DNS service 

Buy a domain name. Associate that domain with a DNS server. Done.  When you’re spinning up a presence on the internet, domain registrars make it easier to get started with a basic authoritative domain name system (DNS) hosting. That’s what most small businesses need ultimately—a reliable service that answers DNS queries. No more, no less.  …