Story Arc · 194 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 Reflection Beam: an open-weight model for agentic coding on AWS
Reflection AI's Beam is an open-weight model for agentic coding and long-horizon tasks, with AWS guidance for deploying it on SageMaker JumpStart and HyperPod Inference.
- AI NewsTrump posts AI-edited photo to brag about White House restoration work
President Trump shared edited photos of White House renovations on Truth Social. An AI detector flagged one photo as modified, highlighting discrepancies.
- AI NewsMeta’s Muse Spark Open now available in Amazon SageMaker JumpStart
Meta's coding-optimized open-weight model, Muse Spark Open, is now available in Amazon SageMaker JumpStart and can be deployed to a SageMaker AI endpoint.
- AI NewsAmazon’s always-listening Bee wearable can now help you buy stuff
Amazon's Bee wearables, which listen to daily conversations to produce summaries and to-dos, are gaining a shopping capability, with two devices priced at $74.99 and $99.99.
- AI NewsAmazon’s Bee launches two new personal AI devices, starting at $75
Bee, owned by Amazon, released its first new AI devices since acquisition: an updated wearable and a card-sized recorder, starting at $74.99.
- AI NewsBuild self-improving document processing using Amazon Bedrock AgentCore
AWS describes how to build an agentic intelligent document processing system using Amazon Bedrock AgentCore that classifies, extracts, validates, and learns from business documents with minimal human intervention.
- AI NewsGenerate presentations with Amazon Bedrock AgentCore
AWS outlines how to build an agent system on Amazon Bedrock AgentCore that generates grounded PowerPoint presentations from enterprise documents in under 90 seconds.
- AI NewsBuilding agents that transact with Anchor Browser and AgentCore payments
AWS's Partner Agent Factory and Anchor Browser built AI agents that autonomously pay for x402-protected web resources using Amazon Bedrock AgentCore payments, which handles budgets, signing, and retries without exposing wallet credentials.
- AI NewsManage private pricing offers for Amazon Bedrock with managed entitlements
AWS outlines two approaches for activating Marketplace Private Pricing Offer entitlements for Amazon Bedrock across many accounts: a one-time script and CDK-based event-driven automation.
- AI NewsAccessing OpenAI GPT models on Amazon Bedrock with global cross-Region inference in Thailand, Malaysia…
AWS explains how to access OpenAI GPT-6 Sol, Luna, and Astra on Amazon Bedrock through global cross-Region inference from Singapore, Jakarta, Thailand, Malaysia, and Taipei.
- AI NewsRun multi-node inference workloads using Ray LLM Deep Learning Containers
AWS describes how to run multi-node LLM inference on Amazon EKS using pre-built Ray LLM Deep Learning Containers, splitting prefill and decode across two GPU nodes behind one OpenAI-compatible endpoint.
- AI NewsAmazon and others are done keeping data center deals secret. Is it enough to build trust?
Amazon will drop NDAs when negotiating data center deals with local governments, following Microsoft, amid community backlash and proposed moratoriums on AI infrastructure.
- AI NewsHow Postman runs Agent Mode for 40 million developers on Amazon Bedrock
Postman and AWS describe how they run Agent Mode for 40 million developers on Amazon Bedrock, covering tool sprawl control, schema-based reads, and context management.
- AI NewsShare GPU clusters across teams with isolation and fairness using Amazon SageMaker HyperPod
AWS outlines a reference architecture for sharing a single SageMaker HyperPod EKS cluster across teams, combining IAM Identity Center authentication, per-team isolation, task governance, and namespace-level chargeback.
- AI NewsRethinking access control for RAG with Amazon Quick and Amazon Bedrock
AWS outlines how Amazon Quick and Amazon Bedrock Knowledge Bases enforce document-level access controls for RAG, checking permissions with authoritative sources in real time.
- AI NewsBeyond hours saved: Building the business case for agentic automation
An AWS blog post presents a framework for sizing the business value of agentic automation across time savings, exception handling, decision quality, and maintenance, and for prioritizing workflows.
- AI NewsHow Qlik built grounded, enterprise-scale AI with Amazon Bedrock
Qlik built Qlik Answers on Amazon Bedrock to deliver grounded, sourced answers across structured and unstructured enterprise data for its 40,000+ customers.
- AI NewsBuilding a context-aware AI assistant on AgentCore and OpenClaw
An AWS tutorial explains how to build a personal AI assistant that retains context across conversations using OpenClaw on Amazon Bedrock AgentCore and its memory feature.
- AI NewsResponsible AI governance: How AWS positions customers to align with ISO/IEC 42005:2025
AWS discusses how it helps customers align with ISO/IEC 42005:2025 by using AI system impact assessments to strengthen enterprise-wide AI risk management.
- AI NewsManage Amazon SageMaker HyperPod Spaces directly from SageMaker Studio
SageMaker Studio now supports creating, starting, stopping, and opening SageMaker Spaces on HyperPod EKS clusters, letting users launch JupyterLab and Code Editor without command-line tools.
- AI NewsIntroducing GLM 5.3 on Amazon Bedrock
Z.ai's GLM 5.3, a 753B-parameter mixture-of-experts model built for coding and long-horizon agentic tasks, is now available on Amazon Bedrock.
- AI NewsNew agent skill: Amazon SageMaker optimized generative AI inference for your coding agent
AWS introduces the aws-ai-ml skill through the Agent Toolkit for AWS, enabling coding agents like Kiro, Claude Code, and Codex to generate SageMaker code for inference optimization and benchmarking.
- AI NewsMaking Amazon Quick enterprise-ready: Automated, auditable cross-account resource promotion
An AWS blog post describes automating the promotion of Amazon Quick resources from development to production AWS accounts via an idempotent, auditable MCP server on Amazon Bedrock AgentCore.
- AI NewsSweep thousands of leases for compliance using Amazon Quick and the Adjudicated Query pattern
AWS introduces the Adjudicated Query pattern, combining the Amazon Quick chat agent with a bounded MCP server over a deterministic rules engine to produce complete, defensible compliance answers, demonstrated on lease compliance.
- AI NewsAdd secure Web Search to Claude Desktop with Amazon Bedrock AgentCore
AWS outlines how to add web search to Claude Desktop on Amazon Bedrock using AgentCore Gateway, with JWT-based inbound authentication via IAM Identity Center and Amazon Cognito.
- AI NewsFine-tune a search agent with multi-turn RL on Amazon SageMaker AI
AWS describes fine-tuning a small LLM search agent using multi-turn reinforcement learning on Amazon SageMaker AI, aiming for frontier-model reliability at lower latency and cost.
- AI NewsServe live, governed data in AI-built apps with Amazon Quick
Amazon Quick introduces Live Data in Apps, enabling AI-built apps to query governed QuickSight datasets in real time while enforcing per-reader security.
- AI NewsAmazon releases its own Jev clone as decision models flood the web
Amazon Web Services has unveiled Strands Decider 2B, a new decision model in the Jevalike series, developed by Strand Labs.
- AI NewsImplementing Multi-Environment Access for Claude Platform on AWS
AWS outlines how to set up secure, multi-environment access to Claude Platform from a single subscription, covering AWS workloads, developers, and external environments with workspace-level isolation.
- AI NewsQuery claims in natural language with Amazon Bedrock Knowledge Bases
AWS details how to build a claims assistant on Amazon Bedrock Knowledge Bases that answers natural-language questions with citations, using document ingestion, retrieval APIs, and guardrails.
- AI NewsBuild a multi-agent music production pipeline on Amazon Bedrock AgentCore Runtime Instances
AWS details deploying a three-agent music production pipeline on Amazon Bedrock AgentCore Runtime Instances, with agents sharing a GPU instance and filesystem to produce a finished track.
- AI NewsAmazon Bedrock expands Claude model availability to in-country inferencing in India
Anthropic's Claude Opus 5, Sonnet 5, and Haiku 4.5 are now accessible in India through Amazon Bedrock, with data processed within the India Regions.
- AI NewsIntroducing Anthropic models on Amazon Bedrock for in-region inference in Seoul and Singapore
Amazon Bedrock now offers in-region inference for Anthropic's Claude models in Seoul and Singapore, keeping data processing within the called Region.
- AI NewsBring near-Astra intelligence to everyday work with GPT-6.1 Sol on Amazon Bedrock
GPT-6.1 Sol has reached general availability on Amazon Bedrock, targeting coding, computer use, and frequently run professional workloads with improved reasoning.
- AI NewsBuild real-time voice applications with vLLM-Omni on SageMaker AI – Part 1
AWS walks through deploying the Qwen3-TTS model on SageMaker AI using the vLLM-Omni Deep Learning Container, streaming generated speech over a persistent bidirectional connection via a Gradio application.
- AI NewsScaling MoE reinforcement learning on Amazon EKS with EFA and DeepEP with 40% more throughput
AWS presents an architecture combining Amazon EKS, EFA, and S3 to scale Mixture-of-Experts reinforcement learning, reporting a 40% increase in aggregate rollout throughput for RLHF and GRPO training.
- AI NewsAccelerate multimodal RL training with SkyRL on Amazon SageMaker HyperPod
AWS details how to use SkyRL on SageMaker HyperPod to post-train a Qwen3-VL-8B vision-language model with GRPO, covering setup, job execution, and adapter hosting.
- AI NewsDeploying real-time personalized speech with Qwen3-TTS on Amazon SageMaker AI
A guide to deploying the Qwen3-TTS-12Hz-1.7B-Base text-to-speech model via Amazon SageMaker JumpStart to a real-time endpoint, with voice cloning from short reference clips.
- AI NewsSpeaker-labeled transcription with WhisperX on SageMaker AI
AWS explains how to deploy the WhisperX Deep Learning Container on Amazon SageMaker AI real-time and asynchronous endpoints for word-level, speaker-labeled transcription.
- AI NewsBuild a multi-account AI agent with AgentCore Gateway and MCP
AWS describes a multi-account architecture where a central account runs an AI agent via Amazon Bedrock AgentCore Gateway and MCP to query data held in separate line-of-business accounts.
- AI NewsAderant builds intelligent ticket triage with Amazon Nova
Aderant developed an automated ticket triage system using Amazon Nova Lite through Amazon Bedrock to handle context gathering, classification, routing, and knowledge enrichment for its cloud operations team.
- AI NewsFrom portal-hopping to instant answers: HEMA’s journey with MCP and Amazon Bedrock
HEMA, a Dutch retailer, built HAL, an internal AI assistant on Amazon Bedrock AgentCore that uses Model Context Protocol to give teams governed answers within the tools they already use.
- AI NewsUse open weight models as your AI coding agent with Amazon Bedrock
AWS describes how to combine OpenCode, an open-source terminal-native coding agent, with open weight models on Amazon Bedrock to build a flexible, pay-per-use coding assistant.
- AI NewsBring more intelligence to everyday work with GPT-6 Sol and GPT-6 Luna on Amazon Bedrock
AWS has made GPT-6 Sol and GPT-6 Luna generally available on Amazon Bedrock, giving users additional model options to balance intelligence and efficiency across workloads.
- AI NewsClaude Opus 5.5 is now available on AWS
Claude Opus 5.5, Anthropic's most capable Opus model for agentic coding and long-running tasks, is now available on Amazon Bedrock and the Claude Platform on AWS.
- AI NewsxAI’s Grok 4.6 is now available in Amazon Bedrock
xAI's Grok 4.6 is now available in Amazon Bedrock, featuring a 500K token context window, four reasoning effort levels, and support for long-running agents, coding, and knowledge work.
- AI NewsMeta’s AI agent has been blocked from using Amazon.com
Meta's AI agent has been blocked from using Amazon.com, highlighting tensions between rival companies that both offer foundation models and inference services.
- AI NewsHow BMW Group detects cost anomalies across 14,000 cloud accounts
BMW Group's CLEA FinOps platform gained automated daily cost anomaly detection across more than 14,000 cloud accounts using Prophet forecasting and a serverless AWS pipeline.
- AI NewsRun Positron on Amazon SageMaker AI for data science workflows
Posit's Positron IDE now runs on Amazon SageMaker AI, enabling data scientists to explore data, train models in R and Python, deploy endpoints, and report results in one governed environment.
- AI NewsHow Benchling secured multi-tenant AI agents with Amazon Bedrock AgentCore
Benchling secured multi-tenant AI agents by running untrusted agent-generated code with Amazon Bedrock AgentCore Code Interpreter in VPC mode, adding DNS firewall and VPC endpoint controls.
- AI NewsAmazon SageMaker Inference: 2026 year-to-date launches in review
AWS reviews 13 inference launches shipped year-to-date in 2026 for Amazon SageMaker AI, spanning managed endpoints and SageMaker HyperPod Inference.
- AI NewsIntroducing Kimi K3 on Amazon Bedrock
Moonshot AI's Kimi K3 is now available on Amazon Bedrock as an open-weight option for coding and knowledge work, featuring native vision, a 1M-token context window, and prompt caching.
- AI NewsThe new AgentCore runtime: Elastic, optimized, and consistently fast starts
AWS has announced a new AgentCore runtime within Amazon Bedrock AgentCore, designed to give production AI agents consistent cold starts and reclaim memory as sessions release it.
- AI NewsIntroducing Amazon SageMaker HyperPod Inference Gateway
AWS introduced SageMaker HyperPod Inference Gateway, a Kubernetes-native, GPU-aware routing add-on for Amazon EKS that routes inference requests using real-time GPU signals.
- AI NewsA serverless, data-driven Git metrics dashboard using Amazon Quick Sight
A tutorial for building a fully serverless pipeline that gathers Git metrics from GitHub and GitLab and displays near-real-time delivery analytics in Amazon QuickSight dashboards at low cost.
- AI NewsA shared agentic platform for Wood Mackenzie, on Amazon Bedrock AgentCore
Wood Mackenzie developed APEX, a shared agentic AI platform on Amazon Bedrock AgentCore that lets teams deploy production agents without rebuilding runtime, identity, observability, and guardrails.
- AI NewsFault tolerant distributed training on Amazon EKS using NVRx
A technical guide to using NVIDIA's Resiliency Extension with PyTorch FSDP on Amazon EKS, covering async checkpointing and fast GPU fault recovery with H100 benchmarks.
- AI NewsOptimizing agent system prompts with Amazon Bedrock AgentCore
Amazon Bedrock's AgentCore optimizes agent system prompts by converting production traces into configuration changes, validated before deployment.
- AI NewsAnnouncing instance preference lists for Amazon SageMaker AI training jobs
Amazon SageMaker AI now lets users specify an ordered list of up to five instance types for training and processing jobs, automatically launching on the first available option.
- AI NewsAbnormal AI: Amazon Bedrock AgentCore for agentic email security at scale
Abnormal AI uses Amazon Bedrock AgentCore Code Interpreter as an ephemeral compute scratch pad for the agents behind its real-time email threat detection at billion-message scale.
- AI NewsManage end-user OAuth consent for AI agents with Amazon Bedrock AgentCore
Amazon Bedrock AgentCore Identity introduces a Consent portal, a managed web experience for handling end-user OAuth consent for AI agents, with session binding for AgentCore Gateway.
- AI NewsHow Ninth Wave built AI-powered open finance onboarding on Amazon Bedrock
Ninth Wave developed Compass, a multi-agent AI onboarding assistant on Amazon Bedrock AgentCore that validates bank APIs against FDX standards and reduces open finance onboarding from weeks to minutes.
- AI NewsThe generative AI customization spectrum: From prompt engineering to custom models on AWS
AWS presents a decision framework for selecting generative AI customization methods, spanning prompt engineering, RAG, fine-tuning, continued pre-training, and Amazon Nova Forge.
- AI NewsAutomate replenishment with MMF, Databricks Genie, and Amazon Quick
AWS outlines an automated replenishment workflow using MMF, Databricks Genie, and Amazon Quick that acts on demand forecasts and escalates to humans only when no supplier can cover a surge.
- AI NewsBeyond the price per token: Choosing the right OpenAI model on Amazon Bedrock for your workload
An AWS blog post argues that price per token misses what production workloads pay for, and introduces an open-source harness to benchmark OpenAI models on Amazon Bedrock by outcomes.
- AI NewsBuild interactive MCP Apps using Amazon Bedrock AgentCore
AWS explains how to build and deploy MCP Apps with interactive HTML widgets on Amazon Bedrock AgentCore, using a host-agnostic standard that works across compatible AI hosts.
- AI NewsReduce LLM latency with prefix-aware routing on Amazon SageMaker Inference
Amazon SageMaker Inference introduces prefix-aware routing, directing requests with shared prompt prefixes to the same instance to keep KV caches warm and reduce latency.
- AI NewsReduce inference cold starts on Amazon SageMaker HyperPod with model caching
SageMaker HyperPod now supports model caching for inference, pre-loading model weights and container images onto cluster nodes so pods read from local NVMe instead of downloading over the network.
- AI NewsAmazon Quick is now generally available on desktop
Amazon has made its Quick AI assistant desktop app generally available on macOS and Windows, and added an activity feed consolidating email, calendar, and CRM on mobile.
- AI NewsDeploying Qwen3.8-2.4T-A95B on Amazon SageMaker HyperPod with vLLM
AWS details how to deploy the open-weight Qwen3.8-2.4T-A95B model on Amazon SageMaker HyperPod with vLLM, covering cluster setup, quantization, and an OpenAI-compatible endpoint.
- AI NewsICYMI: What landed for AI builders in August 2026
AWS summarizes its August 2026 releases for AI builders spanning Amazon Bedrock, Bedrock AgentCore, and Strands, including million-token context, cross-Region inference, and long-running agents.
- AI NewsAmazon Prime Video’s new AI tech matches lips to dubbed audio
Prime Video is rolling out AI technology that matches actors' mouth movements to human-dubbed audio, debuting on the German series Maxton Hall with plans to expand.
- AI NewsTake on your most ambitious work with GPT-6 Astra on Amazon Bedrock
OpenAI's GPT-6 Astra is generally available on Amazon Bedrock, offering deeper reasoning on Bedrock's inference engine built for performance, security, and scale.
- AI NewsPathway’s brain-inspired architecture development on Amazon SageMaker HyperPod
Pathway's Baby Dragon Hatchling is a brain-inspired, post-transformer architecture that reasons in latent space and is developed and scaled on Amazon SageMaker HyperPod.
- AI NewsAmazon SageMaker Feature Store introduces UpdateRecord for feature-level writes
Amazon SageMaker Feature Store introduced the UpdateRecord API, enabling updates to one or more feature values in a single call without reading or rewriting the full record.
- AI NewsGovern models with MLflow and Amazon SageMaker AI Model Registry sync: Part 2
AWS extends MLflow and SageMaker AI Model Registry sync to two cross-account governance patterns: a hub-and-spoke model centralized with AWS RAM and a hybrid model that isolates development accounts.
- AI NewsSupporting independent journalism in Ukraine
OpenAI, AIRPPU and WAN-IFRA have launched an AI program aimed at strengthening innovation, resilience, and independent journalism among Ukrainian news organizations.
- AI NewsDeploy a multimodal WhatsApp ordering assistant with Amazon Bedrock AgentCore
AWS explains how to build a WhatsApp ordering assistant on Amazon Bedrock AgentCore with Amazon Nova 2, accepting text, voice notes, and real-time calls on one number with shared memory across channels.
- AI NewsDesigning lifecycle policies for AgentCore memory
AWS outlines how to build memory lifecycle policies for Amazon Bedrock AgentCore, scoring, consolidating, and pruning agent memories through a nightly Step Functions workflow with a deployable CDK stack.
- AI NewsRun agent-driven Amazon SageMaker HyperPod operations with InstantStart
AWS introduced HyperPod InstantStart, an open source control plane combining Amazon EKS with SageMaker HyperPod to run guarded operations via a web interface and an AI agent.
- AI NewsCustomizing your knowledge base on Amazon Bedrock for large and complex documents using Amazon Textract
A guide to customizing Amazon Bedrock knowledge bases for large, complex documents by pairing Amazon Textract text extraction with generative AI to query documents like utility bills at scale.
- AI NewsAI-driven development lifecycle using Amazon Bedrock AgentCore
An AWS post presents two reference implementations on Amazon Bedrock AgentCore, Kiro, and Claude Code to apply the AI-Driven Development Lifecycle construction phase.
- AI NewsSet up OpenAI ChatGPT Codex with LiteLLM on Amazon ECS and Amazon Bedrock
AWS details how to run a customer-operated LiteLLM gateway on Amazon ECS with Fargate, link it to an OpenAI model on Bedrock, and route Codex requests with scoped identities, budgets, and telemetry.
- AI NewsAccessing OpenAI models on Amazon Bedrock from Australia with global cross-Region inference
Amazon Bedrock now offers Australian teams access to OpenAI GPT-5.6 Sol, Terra, and Luna models with global cross-Region inference from the Sydney and Melbourne Regions.
- AI NewsModernizing and scaling support operations with generative AI on AWS
AWS describes building a generative AI support operations platform that converts training videos into structured SOPs, applies RAG to guide ticket resolution, and predicts SLA risk to prioritize work.
- AI NewsFrom code to diagrams: Agentic architecture documentation with Amazon Bedrock AgentCore
AWS describes how a global interdealer broker used Amazon Bedrock AgentCore to automate architecture documentation, analyzing .NET code bases and generating searchable diagrams.
- AI NewsTrinity: Agentic AI-powered transition planning for students with disabilities
University Startups and AWS partner g/d/n/a built Trinity, a serverless multi-agent AI on Amazon Bedrock that creates IDEA-aligned transition plans for students with disabilities.
- AI NewsIntroducing Claude Fable 5.1 on AWS
AWS has made Claude Fable 5.1 available on Amazon Bedrock and the Claude Platform, alongside Enterprise Frontier Safeguards for keeping data in a controlled cloud environment.
- AI NewsConnect an AgentCore Runtime hosted MCP server to Amazon Quick
An AWS tutorial covers deploying and hosting an MCP server in AgentCore Runtime and integrating it with Amazon Quick to enable reusable AI tools and agents.
- AI NewsManage agents, tools and skills at scale with AWS Agent Registry
AWS has made its Agent Registry generally available, providing a single governed catalog for managing agents, tools, and skills across an organization with publishing, curation, and discovery workflows.
- AI NewsHow Decathlon runs demand forecasting at scale with Chronos-2
Sporting goods retailer Decathlon uses Chronos-2 on AWS to forecast weekly demand across tens of thousands of products, reporting accuracy gains of 11-15 points and low-cost CPU inference.
- AI NewsAmazon just tripled its order of Nvidia chips over ‘surging demand’
Amazon plans to add another 2 million Nvidia GPU chips to its data centers over the next two years, citing surging demand and an expanded partnership with Nvidia.
- AI NewsNvidia is about to be a hundred-billion-dollar-a-quarter company
Nvidia is projecting $100 billion in quarterly revenue, a milestone previously reached by Amazon, Apple, and Alphabet, driven by record data center sales.
- AI NewsHow GoDaddy transformed its analytics with Amazon Quick
GoDaddy completed a two-year migration from its legacy BI tool to Amazon Quick, reporting 15,000 hours saved annually, 50% fewer dashboards, and faster rendering.
- AI NewsAgentic observability with Amazon OpenSearch Service MCP Apps
Amazon OpenSearch Service now supports MCP Apps, enabling AI agents to move from alert to root cause in one conversation while returning interactive visualizations inline.
- AI NewsGoverned reports with Amazon Quick Desktop and Amazon FSx for NetApp ONTAP
AWS outlines a governed weekly reporting workflow combining Amazon Quick Desktop and Amazon FSx for NetApp ONTAP, drafting cited reports and Slack summaries with human review before sharing.
- AI NewsGamma acquires Accel-backed design startup Lica
Gamma has acquired design startup Lica, bringing its co-founders onto Gamma's research team to drive innovation in productivity tools.
- AI NewsIntroducing new Ray capabilities on SageMaker HyperPod
SageMaker HyperPod now offers managed Ray support on Amazon EKS, letting users create and monitor Ray clusters, connect notebooks, and run distributed training and accelerated inference.
- AI NewsDemocratizing institutional knowledge: Building an AI-powered knowledge management system with AWS
AWS describes how to build a customizable knowledge management system that delivers institutional knowledge via a voice-first AI avatar, using Amazon Bedrock Knowledge Bases for RAG.
- AI NewsAgentic Resource Discovery (ARD): An open specification for agent discovery
AWS unveiled Agentic Resource Discovery (ARD), an open specification, and AWS Agent Registry, a centralized searchable catalog for agents, tools, and skills across environments.
- AI NewsBuilding a restaurant telephony AI host with Amazon Connect
A tutorial on building a telephony AI host that answers calls and takes restaurant orders end to end using Amazon Connect and Amazon Bedrock AgentCore.
- AI NewsAI-powered metadata correction and harmonization
An AWS blog post describes AI-powered approaches to metadata correction and harmonization, including human-in-the-loop validation and autonomous agent workflows, plus production governance considerations.
- AI NewsAgentic Data Operations Platform (ADOP): Data engineering into hours
ADOP is a reference architecture on Amazon Bedrock that uses specialized AI agents to automate the full data pipeline lifecycle, cutting new-source onboarding from weeks to hours.
- AI NewsGovern AI agent tool access with Amazon Bedrock AgentCore Gateway
An AWS blog post outlines how to give AI agents governed, auditable access to enterprise tools using Amazon Bedrock AgentCore Gateway, following a four-scope maturity model.
- AI NewsReduce RAG costs on Amazon Bedrock with query-aware compression
AWS describes a query-aware compression approach on Amazon Bedrock that uses a smaller model to filter retrieved chunks before answering, reducing input tokens and cost in RAG.
- 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.