Story Arc · 89 stories
The AWS AI Push
Amazon's steady march to make AWS the default home for building and running AI — Nova, Bedrock, SageMaker, and the tooling around them.
- AI NewsIntroducing cross-Region inference for OpenAI GPT-5.6 models on Amazon Bedrock
Amazon Bedrock now supports OpenAI GPT-5.6 models with cross-Region inference in more than 25 AWS Regions, routing requests for higher throughput via US geographic and global inference profiles.
- AI NewsBuild a no-code ML workflow with Snowflake, Amazon SageMaker Canvas and Amazon Quick – Part 2: Data pr…
AWS walks through building a no-code fraud detection model by connecting SageMaker Canvas to Snowflake and training XGBoost without writing ML code.
- AI NewsBuild a no-code ML workflow with Snowflake, Amazon SageMaker Canvas and Amazon Quick – Part 3: Visuali…
This tutorial covers importing fraud detection predictions from Amazon SageMaker Canvas into Amazon QuickSight to build dashboards and generate natural-language insights.
- AI NewsScaling agentic AI: Enterprise patterns without vendor lock-in
The second post in an AWS multi-agent series examines patterns that let ML teams run many agentic AI systems across diverse frameworks, models, and providers without vendor lock-in.
- AI NewsScaling cloud migrations with agentic AI on Amazon Bedrock AgentCore
AWS describes a multi-agent framework built on Amazon Bedrock AgentCore that automates enterprise cloud migrations end to end, cutting IaC development from weeks to minutes.
- AI NewsAWS vector solutions: Build agentic AI where your data lives
An AWS post outlines vector search capabilities integrated into its existing databases and storage services, covering six purpose-built services and guidance for selecting an engine.
- AI NewsDomain and publish date filters for Web Search on AgentCore
Web Search on Amazon Bedrock AgentCore now offers per-request domain and publish-date filtering enforced server-side, and expands to two additional AWS regions.
- AI NewsAsynchronous patterns for calling Amazon Bedrock AgentCore agents in serverless pipelines
An AWS blog post describes three serverless patterns for asynchronously calling Amazon Bedrock AgentCore agents from AWS Step Functions pipelines to avoid idle compute costs.
- AI News5 new ways to level up your learning with Search
Google introduces five innovative Search tools to assist students in their studies and preparation for standardized exams.
- AI NewsAmazon Bedrock AgentCore payments is now generally available: Enabling agents to transact safely and a…
AWS has made Amazon Bedrock AgentCore payments generally available, enabling AI agents to autonomously transact at scale with built-in spending guardrails and observability.
- AI NewsCustomize Amazon Quick embedded chat into your application
AWS details how to customize Amazon Quick embedded chat within a web application, covering styling, branding removal, and a custom agent persona to match a brand.
- AI NewsImplement vector-prompt document classification using Amazon Bedrock
AWS outlines a multi-agent document classification approach on Amazon Bedrock that combines text analysis with Claude Haiku 4.5 and visual similarity search using Titan Multimodal Embeddings to classify insurance documents.
- AI NewsHow Jumio built a real-time feature store on AWS
Jumio built a centralized, real-time feature store on AWS delivering sub-100ms feature serving for fraud detection while saving roughly $120,000 annually.
- AI NewsImprove contract search accuracy with auto-generated filters in Amazon Bedrock
An AWS post explains how AIDA applies implicit and explicit filtering plus metadata-enriched chunking in Amazon Bedrock Knowledge Bases to improve contract search accuracy.
- AI NewsHow Axonius built secure multi-tenant AI agents on Bedrock AgentCore
Cybersecurity SaaS provider Axonius used Amazon Bedrock AgentCore to deploy fully isolated, multi-tenant AI agents across hundreds of customer environments.
- AI NewsNVIDIA Nemotron 3.5 Lightning now available in Amazon SageMaker JumpStart
NVIDIA Nemotron 3.5 Lightning, an open 30B Mixture-of-Experts model with 3B active parameters, is now available in Amazon SageMaker JumpStart for high-volume agentic workloads.
- AI NewsAmazon, which started off selling books, is destroying rare texts to train AI
According to TechCrunch, Amazon is reportedly destroying rare books to train large language models, which value such texts because they contain material not already available online.
- AI NewsBuild OpenClaw agents that transact with Amazon Bedrock AgentCore payments
AWS explains how to give autonomous OpenClaw agents a wallet with spending guardrails, connecting them to Amazon Bedrock AgentCore payments and the x402 protocol via the aws-agents-pay plugin.
- AI NewsCustom reward functions for multi-turn reinforcement learning with Amazon Nova Forge
An AWS blog post details how to build custom multi-turn reward functions for Amazon Nova Forge, run model-generated code safely, and instrument reward components.
- AI NewsBuilding agentic workflows with SageMaker AI and Bedrock AgentCore
AWS describes building multi-agent workflows using OpenAI-compatible SageMaker AI endpoints and Bedrock AgentCore runtime, with each agent using a model suited to its task.
- AI NewsMonitor on-premises and multi-cloud AI agents with AgentCore Observability
AWS details how Amazon Bedrock AgentCore Observability can track AI agents running outside AWS, routing traces, span metrics, and token usage to one dashboard.
- AI NewsAutomate legacy web applications with Amazon Bedrock AgentCore Browser Tool
AWS describes a reference architecture for automating legacy web applications using the Amazon Bedrock AgentCore Browser Tool and Strands Agents, with isolated browser sessions and human oversight.
- AI NewsAccelerating M&A due diligence with Amazon Bedrock AgentCore
This blog post details how to develop a multi-agent system for M&A due diligence using Amazon Bedrock AgentCore, including architecture and deployment.
- AI NewsAmazon Quick for Microsoft 365: Agentic AI where you work
Amazon Quick is now available inside Microsoft Word, Excel, PowerPoint, and Outlook, adding connected data access and agentic document editing within Microsoft 365 apps.
- AI NewsAmazon will train on Twitch streamers’ content by default, unless they opt out
Amazon plans to train AI on Twitch streamers' content by default, with an opt-out option. Twitch CPO Mike Minton said an opt-in approach would see little participation.
- AI NewsPart 2: Amazon Bedrock cost attribution with Amazon Athena and CUDOS
This AWS guide explains how to set up CUR 2.0 with IAM principal data and use Amazon Athena and CUDOS dashboards to track and analyze Amazon Bedrock costs across an organization.
- AI NewsTwitch streamers can now opt out from training Amazon’s AI
Twitch has added an option letting users exclude their content from future training of Amazon's generative AI models, while other AI-supported features continue to work.
- AI NewsHow OneAdvanced deployed over 50 AI agents on UK-sovereign AWS
UK software provider OneAdvanced deployed over 50 AI agents on a UK-sovereign AWS platform, self-hosting Llama 4 Maverick and Llama Guard 4 with a pgvector RAG pipeline.
- AI NewsTiered KV cache for large LLMs on Amazon SageMaker HyperPod with Curvine
An AWS blog post details building a tiered KV cache on Amazon SageMaker HyperPod with Curvine, extending the cache into a shared NVMe pool so replicas reuse cache on cost-efficient instances.
- AI NewsAccelerate cyber defense with OpenAI and AWS: Daybreak Red & Daybreak Blue now available to eligible c…
OpenAI's specialized cyber defense models, Daybreak Red and Daybreak Blue, are now available on Amazon Bedrock for eligible customers, running with zero-operator access enforced at the chip.
- AI NewsHow ONESTRUCTION built the Ishigaki-IDS foundation model with AWS GenAIIC
ONESTRUCTION, advised by the AWS Generative AI Innovation Center, built Ishigaki-IDS, a foundation model for construction and BIM workflows using synthetic data and a three-stage training pipeline on Amazon EC2.
- AI NewsHow Pixieset achieved 35% AI feature adoption by solving the right problem with Amazon Bedrock
Pixieset built an AI-generated alt text feature on Amazon Bedrock, shipping it to millions of users in four months and reaching 35% adoption by automating image SEO work.
- AI NewsFirst Orion accelerates QA automation using Amazon Nova Act
First Orion adopted Amazon Nova Act for QA automation, replacing brittle selector-based test code with plain-English test descriptions to speed up cycles and catch regressions sooner.
- AI NewsDeploying Anthropic Claude apps gateway for AWS for enterprise workloads
AWS presents a reference deployment for Claude apps gateway, a self-hosted governance layer connecting Claude Code and Claude Desktop to Amazon Bedrock or Claude Platform on AWS.
- AI NewsRun interactive IDEs on Amazon EKS with SageMaker AI to power up your AI workflows
AWS describes how the SageMaker AI Spaces add-on for Amazon EKS runs managed JupyterLab and Code Editor environments on an existing cluster, with browser and VS Code access.
- AI NewsHow nOps shipped FinOps agents 75% faster with Amazon Bedrock AgentCore
nOps moved its Clara FinOps AI agent from a self-managed EKS stack to Amazon Bedrock AgentCore, reducing time-to-production by 75% while improving response quality.
- AI NewsHow TReNDS automates root-cause analysis with Amazon Bedrock
TReNDS, a Georgia State University research center, built an agentic AI pipeline on Amazon Bedrock and the Strands Agents SDK that investigates production errors in real time.
- AI NewsSecuring AI agents with temporal policies in Amazon Bedrock AgentCore
Amazon Bedrock AgentCore introduces temporal policies, stateful rules that evaluate agent authorization using session history to enforce workflow sequencing and require approvals.
- AI NewsHow LendingTree built a multi-agent mortgage assistant on Amazon Bedrock
LendingTree developed a production mortgage assistant on Amazon Bedrock using three coordinated agents to deliver 24/7 personalized guidance while meeting financial-services compliance.
- AI NewsHow Mobileye transformed support operations using Amazon Bedrock AgentCore
Mobileye deployed an AI agentic support solution on Amazon Bedrock AgentCore, using a hybrid architecture to connect on-premises systems with AWS cloud while maintaining governance and security.
- AI NewsHow we built an MCP bridge to give our AgentCore-hosted AI agent access to local MCP tools
AWS details a secure MCP bridge that connects a cloud-hosted Bedrock AgentCore agent to local MCP servers by tunneling signed messages over an existing WebSocket connection.
- AI NewsRun production AI agents in n8n with Amazon Bedrock AgentCore harness
Amazon Bedrock AgentCore harness is generally available and can be added as an agent step in n8n workflows through a new open-source community node.
- AI NewsIntroducing Web Search on Amazon Bedrock for foundation model grounding
Amazon Bedrock now offers Web Search as a generally available built-in tool, letting foundation models ground responses in current web knowledge without third-party vendors or external API orchestration.
- AI NewsAutomated web insight extraction with Amazon Bedrock AgentCore
AWS details an automated pipeline that monitors RSS feeds, renders web pages, and makes AI-extracted insights searchable using Amazon Bedrock AgentCore and related services.
- AI NewsAWS is helping vibe-coding startup Superblocks, and the implications are big
AWS is enabling the vibe-coding tool Superblocks to be embedded into the private clouds of AWS customers, described as a step toward decoupling apps from models.
- AI NewsFrom weeks to minutes: How Formula 1® uses agentic AI on AWS to accelerate data operations
Formula 1 worked with AWS to build a Data Accelerator using agentic AI on Amazon Bedrock AgentCore, reducing data source onboarding from up to eight weeks to roughly 40 minutes.
- AI NewsUnivé builds an AI-ready workforce
Univé used ChatGPT Enterprise to develop an AI-ready workforce, pairing leadership and responsible governance with employee-led innovation to change how work is done.
- AI NewsIntroducing explicit prompt caching for OpenAI GPT-5.6 models on Amazon Bedrock
OpenAI GPT-5.6 Sol, Terra, and Luna are generally available on Amazon Bedrock, now with explicit prompt caching that lets users choose which prompt parts to cache and reuse.
- AI NewsAuthenticate with Private Key JWT using Amazon Bedrock AgentCore Identity
An AWS guide covering Private Key JWT client authentication in Amazon Bedrock AgentCore Identity, including supported grant flows and setup steps for signing keys and credential providers.
- AI NewsGenerate Autonomous Business Insights with AI Agent and MCP Servers
AWS describes how Amazon Bedrock AgentCore delivers autonomous business intelligence across systems through configuration, using MCP server connectors, access control, and persistent memory.
- AI NewsAutomating customer retention workflows in Amazon Quick
AWS outlines how to build a no-code customer retention workflow in Amazon Quick that flags at-risk customers from call transcripts and CSAT data, then generates personalized retention letters.
- AI NewsHow AgentCore Gateway supports the MCP 2026-07-28 spec
The Model Context Protocol released its 2026-07-28 spec, its largest revision yet, and AWS details how to enable it on AgentCore Gateway via a single UpdateGateway call.
- AI NewsMarket surveillance agent with LangGraph and Strands on AgentCore
An AWS blog post details architecting a multi-agent market surveillance system using LangGraph for orchestration and Strands for agent reasoning on Amazon Bedrock AgentCore.
- AI NewsRecursive Superintelligence signs $410M compute deal with Amazon
Recursive Superintelligence has agreed a $410M compute deal with Amazon, directing spending toward compute rather than headcount as it works to automate its own product development.
- AI NewsBeyond RAG: Task-aware knowledge compression for enterprise AI on AWS
An AWS blog post presents task-aware knowledge compression (TAKC), which pre-compresses knowledge bases into task-specific representations across fidelity tiers to handle analytical tasks spanning many documents.
- AI NewsIntroducing Claude Opus 5 on AWS: Anthropic’s most capable Opus model
AWS introduces Claude Opus 5, Anthropic's most capable Opus model, with practical guidance for engineers building agentic systems and production inference workloads on Amazon Bedrock.
- AI NewsGet started with OpenAI GPT-5.6 Sol, Terra, and Luna on Amazon Bedrock
Three OpenAI GPT-5.6 models—Sol, Terra, and Luna—are now generally available on Amazon Bedrock, with support for the Responses API, prompt caching, and the Codex coding agent.
- AI NewsBest practices for applying Amazon Bedrock Guardrails to code generation workflows
An AWS blog post outlines how to configure Amazon Bedrock Guardrails for code generation workflows, offering best practices for capacity planning and safety coverage.
- AI NewsAlexa Plus is getting an AI update to handle more complicated instructions
Amazon is updating Alexa Plus so it can connect to smart home devices in new ways and route complex requests to the correct device across brands like Bosch, Whirlpool, and iRobot.
- AI NewsBuilding trade assistant: How Jefferies optimized front office trading operations with AI
Jefferies deployed an AI-powered trade assistant built on Strands Agents, Amazon Bedrock, and the Model Context Protocol to improve front office trading operations.
- AI NewsBuilding multi-Region visualizations with Highcharts in Amazon Quick
An AWS tutorial explains building multi-Region carrier performance dashboards in Amazon QuickSight with Highcharts custom visualizations while maintaining data sovereignty across Regions.
- AI NewsAgentic retrieval for Amazon Bedrock Managed Knowledge Base
AWS explains agentic retrieval for Amazon Bedrock Managed Knowledge Base, covering the AgenticRetrieveStream API and when to choose it over the standard Retrieve API.
- AI NewsAI Teammates: how monday.com runs production AI agents on Amazon Bedrock
AWS details how monday.com operates agentic AI Teammates on Amazon Bedrock in production, sharing architecture, code-base retrofits, and reported engineering productivity metrics.
- AI NewsExploring self-distilled reasoning for supervised fine-tuning with Amazon Nova
An AWS post introduces Self-Distilled Reasoning (SDR), an approach for adding reasoning traces to supervised fine-tuning datasets that lack them, validated across three benchmarks with Amazon Nova.
- AI NewsTrump’s latest AI czar has already resigned
The AI czar director role at the Center for AI Standards and Innovation (CAISI) has experienced repeated turnover since David Sacks left the position.
- AI NewsBuild specialized agent workflows for your business with Amazon Quick and NVIDIA NeMo Agent Toolkit
AWS explains how Amazon Quick can act as a business-user front end for agent workflows built with the NVIDIA NeMo Agent Toolkit, demonstrated with a supply-chain risk example.
- AI NewsHow Couchbase built a multi-model AI architecture for Capella iQ with Amazon Bedrock
Couchbase adopted Amazon Bedrock with Anthropic's Claude models to power Capella iQ, using a multi-model architecture and reporting operational benefits in production.
- AI NewsEvolving from legacy BI to agentic AI at Tradeshift with Amazon Quick
Tradeshift deployed Amazon Quick with agentic AI to replace its legacy business intelligence tool, reporting up to 30x faster query responses and a 40% reduction in total cost of ownership.
- AI NewsTransform your sales organization with Amazon Quick: your new agentic AI teammate
AWS describes Amazon Quick, an agentic AI tool for sales organizations that assists across the sales cycle from prospecting to closing and CRM maintenance.
- AI NewsIntroducing Mobile Layout for Amazon Quick dashboards
AWS has introduced Mobile Layout for Amazon Quick dashboards, addressing the difficulty of using dashboards built for desktop screens on mobile devices.
- AI NewsHow Smartsheet built a remote MCP server on AWS
An AWS blog post outlines how Smartsheet built a remote MCP server on AWS, detailing the underlying infrastructure including security, governance, scaling, deployment, and AI-specific optimizations.
- AI NewsIntroducing Grok on Amazon Bedrock
Amazon Bedrock now offers access to Grok 4.3, positioned for agentic and enterprise workloads with features such as configurable reasoning effort, tool calling, and multi-turn conversations.
- AI NewsBuilding a restaurant telephony AI host with Amazon Bedrock AgentCore and Amazon Nova 2 Sonic
AWS details how to build a telephony AI host that answers calls and takes restaurant orders using Amazon Bedrock AgentCore, Nova 2 Sonic, and the Model Context Protocol.
- AI NewsBuilt Technologies builds an AI-powered document intelligence solution on AWS to power agents across r…
Built Technologies worked with AWS teams to create an AI-powered document processing engine for real estate finance, cutting multi-day workflows to minutes across hundreds of document types.
- AI NewsAgentic vision: Building visual intelligence with Amazon Bedrock and MCP servers
AWS describes a Computer Vision MCP Server built with Amazon Bedrock, offering a standardized interface for AI systems to process visual information and make decisions.
- AI NewsMonitor Amazon SageMaker Pipelines cross-account with custom Amazon CloudWatch dashboards
AWS presents a solution for centralized monitoring of SageMaker Pipelines across AWS accounts and Regions using CloudWatch custom dashboards, backed by a CDK example on GitHub.
- AI NewsMulti-agent social intelligence with Strands Agents and Amazon Bedrock
AWS details how Thrad.ai deployed a multi-agent system using Strands Agents and Amazon Bedrock AgentCore to automate prospect discovery and personalized email generation, with benchmarks on two orchestration patterns.
- AI NewsAccelerating software delivery with agentic QA automation using Amazon Nova Act – Part 2
Part 2 of an AWS series demonstrates how QA Studio extends Amazon Nova Act to handle batch regression testing and CI/CD pipeline integration via test suites and a command-line interface.
- AI NewsScaling UX testing with Amazon Nova Act: A new approach to user flow analysis
An AWS blog post outlines a cloud-based UX testing platform that uses Amazon Nova Act to auto-generate test scenarios from documentation and run user flows in parallel at scale.
- AI NewsOpenAI GPT-5.6 Sol, Terra, and Luna are now generally available on Amazon Bedrock
OpenAI's GPT-5.6 Sol, Terra, and Luna models are now generally available on Amazon Bedrock, accessible through its inference engine.
- AI NewsWhen your brain works differently, AI isn’t a luxury—it’s accessibility
This post discusses the role of AI as an accessibility tool for neurodivergent individuals, featuring Amazon Quick as a supportive assistant.
- AI NewsImplement on-behalf-of token exchange for multi-tenant agents with Amazon Bedrock AgentCore Gateway
AWS details how to implement on-behalf-of (OBO) token exchange for multi-tenant agents using Bedrock AgentCore Gateway, including JWT claim transformations and audience binding.
- AI NewsLaunching UI for generative AI inference recommendations in Amazon SageMaker AI
AWS has launched a UI in Amazon SageMaker AI Studio that guides users to optimized generative AI inference configurations without deep infrastructure expertise.
- AI NewsEmpowering India’s next generation of innovators with ATL Saathi
Google and AIM have launched ATL Saathi, an AI tool powered by Gemini, to assist educators in India with robotics labs.
- AI NewsDeploying quantized models on Amazon SageMaker AI with Unsloth
An AWS blog post explains four deployment patterns for serving Unsloth-quantized models on AWS infrastructure, covering EC2, SageMaker AI endpoints, EKS, and ECS.
- AI NewsHow KTern.AI built agentic AI for SAP on Amazon Bedrock AgentCore
KTern.AI transformed its SaaS platform into an agentic AI system for SAP, built on Amazon Bedrock AgentCore with the Strands Agents SDK to orchestrate multiple specialized agents.
- AI NewsEnhancing enterprise inference on Amazon SageMaker HyperPod with data capture, Hugging Face, NVMe, and…
AWS details five new inference capabilities for SageMaker HyperPod, including multi-tier data capture, direct Hugging Face Hub deployment, NVMe model loading, Route 53 DNS, and pod-level IAM.
- AI NewsNVIDIA and Hugging Face Bring New Models and Frameworks to LeRobot for the Open Robotics Community
NVIDIA and Hugging Face are working together to provide new models and frameworks aimed at the open robotics community, leveraging shared resources for innovation.
- AI NewsAutomatically redact PII in images with Amazon Nova
Amazon Nova introduces a multi-step pipeline that uses contextual vision reasoning for the redaction of PII in images, leveraging advanced tools for improved accuracy.