Crafting personalized experiences boosts engagement and loyalty. Amazon Personalize uses ML to generate tailored recommendations, streamlining the process with MLOps practices.
Meta, owner of Facebook and Instagram, will use AI tools to aid advertisers in creating targeted campaigns by end of next year, disrupting traditional marketing industry. The move threatens advertising and media agencies by allowing Meta to directly target brands' marketing budgets.
Research team from Olivetti Group and MIT CSHub use AI to find sustainable alternatives to cement in concrete, discovering ceramics and mining byproducts as viable options. Their machine-learning framework sorts through over 1 million rock samples to identify 19 types of materials that can reduce costs and emissions in concrete production.
Salman Rushdie warns at Hay festival: AI lacks humor, but if it writes a funny book, "we're screwed." Rushdie admits he avoids AI, believing authors are safe until AI can create humor.
Utah lawyer Richard Bednar sanctioned for using ChatGPT to reference nonexistent court case in filing. Utah appeals court discovers false citations, leading to apology from Bednar.
Radio host replaced by avatars & artist copied by Midjourney - the impact of being replaced by bots. Mateusz Demski shares his experience.
Amazon OpenSearch offers third-party ML connectors like Amazon Comprehend for data augmentation. Learn how to detect languages and perform semantic search with Amazon Bedrock in OpenSearch.
Amazon Bedrock offers high-performing foundation models from top AI companies like AI21 Labs and Meta through a single API. New features Model Share and Model Copy streamline AI development, enabling collaboration and efficient resource utilization.
Susie Wiles' personal cellphone hacked, AI used to impersonate her contacting lawmakers. FBI investigating the impersonator targeting prominent Republicans.
Amazon SageMaker Projects streamline ML lifecycle with Terraform Cloud, removing CloudFormation dependency. AWS Service Catalog engine for Terraform Cloud enables direct deployment of SageMaker Projects.
ZURU Tech's Dreamcatcher platform simplifies building design and construction with AI, allowing users to order and assemble entire buildings. Collaborating with AWS, ZURU implemented a text-to-floor plan generator using a large language model for accurate design creation.
Summary: Generative AI applications are complex systems involving workflows, tools, and APIs. Organizations are adopting unified approaches to streamline development, scale operations, and optimize costs.
Agentic Retrieval Augmented Generation (RAG) applications combine foundation models with external knowledge retrieval for dynamic multi-step processes and complex outputs. LlamaIndex framework connects FMs with external data sources like Arxiv and GitHub, enhancing AI applications with context-aware responses.
Amazon Nova Canvas offers advanced image generation techniques for interior design and product photography, reducing time and costs significantly. By utilizing segmentation and outpainting features, businesses can quickly iterate on designs and create diverse product contexts with ease.
Article: "Matrix Inverse Using Newton Iteration with C#" in Microsoft Visual Studio Magazine explores the complexities of computing a matrix inverse. The Newton iteration algorithm is presented as a simple yet customizable solution, despite its slower performance compared to other methods.