Deploy Claude Platform on AWS (CPonAWS) for production, developer laptops, and external services with different authentication requirements. Create a dedicated AI Services account for cross-account roles and workspace-level isolation, following step-by-step instructions.
Amazon Quick Apps introduce Live Data in Apps, allowing real-time querying of governed Quick Sight datasets. Users can now access current data without manual refresh, bringing a new level of efficiency and data security to app development and usage.
Machine learning regression problem aims to predict values using various techniques like Gradient Boosting with Extra Trees, yielding surprisingly accurate results. The complex model involves weak base learners and sequential tree construction, showcasing potential for successful predictions in datasets.
Generative AI enables fast, cost-effective personalized content production. Amazon Payments uses multi-armed bandits on Amazon SageMaker AI for personalized product acquisition, showing significant conversion lifts.
Amazon Quick Sight introduces a new hierarchy filter for more efficient, guided data exploration. This feature reduces clutter, streamlines filtering steps, and enhances user experience in building interactive dashboards.
AI factories, like NVIDIA's, cost millions to build but maximize returns by delivering high throughput, low costs, and versatility. NVIDIA's CUDA-X libraries and standardized architecture ensure productivity, durability, and fungibility, leading to significant gains in token production and reduced costs.
Amazon S3 Vectors in NVIDIA NeMo Agent Toolkit (NAT) revolutionize AI agent memory storage, offering rich metadata and elastic scale. NAT's memory module allows for custom memory providers, enhancing conversation history storage and retrieval.
uniopen, by Uni-President Enterprises Group, uses a unique moderation policy to connect customers to ecommerce experiences. Amazon Nova 2 Lite, fine-tuned in Amazon SageMaker AI, optimizes this policy for web, tablet, and mobile channels, ensuring consistent decisions with separate correction and deployment paths.
AI system beats top human players in Stratego, excelling at hidden information games. Researchers from MIT, CMU, NYU, and Stanford develop AI for complex strategic decision-making.
RAG uses retrieved documents to ground model responses. Amazon Bedrock Knowledge Bases streamlines claims processing for accuracy and efficiency.
Organizations transitioning to multi-agent systems face changing infrastructure needs. Amazon Bedrock AgentCore offers MicroVMs and Runtime Instances for hosting agents, with the latter supporting long-running workflows, GPUs, and persistent volumes for multi-day sessions.
Google. org awards $2.1M to MIT Transit Lab for AI-powered Public Transit Intelligence Hub. PTIQ aims to revolutionize real-time monitoring and decision-making in public transportation agencies.
Financial consultant Brian seeks emotional advice from a chatbot named after a woman. MIT Professor Sherry Turkle warns chatbots may harm human development and social connections.
The 2026 Nebius Physical AI Awards, in partnership with NVIDIA, seeks startups with physical AI products for a chance to win $150,000 in compute credits, executive mentorship, and global recognition. Five categories, including Perception & Spatial Intelligence and Systems & Deployment, offer a platform for innovators to showcase their strongest product and scale their groundbreaking solutions i...
RBF networks for regression were popular in the 1990s but are now overshadowed by other techniques like neural networks. An engaging demo of RBF network regression using C# language showcases impressive prediction accuracy.