50 states, 50 stories: Highlighting small businesses at the big game
Favorite Learn more about Google’s new local ad spots highlighting small businesses using Gemini for Workspace. View Original Source (blog.google/technology/ai/) Here.
Track LLM model evaluation using Amazon SageMaker managed MLflow and FMEval
Favorite Evaluating large language models (LLMs) is crucial as LLM-based systems become increasingly powerful and relevant in our society. Rigorous testing allows us to understand an LLM’s capabilities, limitations, and potential biases, and provide actionable feedback to identify and mitigate risk. Furthermore, evaluation processes are important not only for LLMs,
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Shared by AWS Machine Learning January 29, 2025
Optimizing AI responsiveness: A practical guide to Amazon Bedrock latency-optimized inference
Favorite In production generative AI applications, responsiveness is just as important as the intelligence behind the model. Whether it’s customer service teams handling time-sensitive inquiries or developers needing instant code suggestions, every second of delay, known as latency, can have a significant impact. As businesses increasingly use large language models
Read More Shared by AWS Machine Learning January 29, 2025
Develop a RAG-based application using Amazon Aurora with Amazon Kendra
Favorite Generative AI and large language models (LLMs) are revolutionizing organizations across diverse sectors to enhance customer experience, which traditionally would take years to make progress. Every organization has data stored in data stores, either on premises or in cloud providers. You can embrace generative AI and enhance customer experience
Read More Shared by AWS Machine Learning January 29, 2025
AI and the future of national security
Favorite Kent Walker shares three national security imperatives for the AI era. View Original Source (blog.google/technology/ai/) Here.
Image and video prompt engineering for Amazon Nova Canvas and Amazon Nova Reel
Favorite Amazon has introduced two new creative content generation models on Amazon Bedrock: Amazon Nova Canvas for image generation and Amazon Nova Reel for video creation. These models transform text and image inputs into custom visuals, opening up creative opportunities for both professional and personal projects. Nova Canvas, a state-of-the-art
Read More Shared by AWS Machine Learning January 28, 2025
Create a SageMaker inference endpoint with custom model & extended container
Favorite Amazon SageMaker provides a seamless experience for building, training, and deploying machine learning (ML) models at scale. Although SageMaker offers a wide range of built-in algorithms and pre-trained models through Amazon SageMaker JumpStart, there are scenarios where you might need to bring your own custom model or use specific
Read More Shared by AWS Machine Learning January 28, 2025
How we built Pixel’s Add Me feature for easier group photos
Favorite Learn how Google teams built the Pixel 9 series’ Add Me feature, which uses AI for easier group photos. View Original Source (blog.google/technology/ai/) Here.
Secure a generative AI assistant with OWASP Top 10 mitigation
Favorite A common use case with generative AI that we usually see customers evaluate for a production use case is a generative AI-powered assistant. However, before it can be deployed, there is the typical production readiness assessment that includes concerns such as understanding the security posture, monitoring and logging, cost
Read More Shared by AWS Machine Learning January 25, 2025
Security best practices to consider while fine-tuning models in Amazon Bedrock
Favorite Amazon Bedrock has emerged as the preferred choice for tens of thousands of customers seeking to build their generative AI strategy. It offers a straightforward, fast, and secure way to develop advanced generative AI applications and experiences to drive innovation. With the comprehensive capabilities of Amazon Bedrock, you have
Read More Shared by AWS Machine Learning January 25, 2025