AWS news
The latest AWS news, : AWS builds agentic retrieval on managed Bedrock knowledge base with CDK.
101 stories mentioning AWS since 13 September 2026, newest first, each with its sources and discussion. This page shows the newest 60. Follow to see new ones on your front page.
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AWS builds agentic retrieval on managed Bedrock knowledge base with CDK
AWS explains how to construct an enterprise‑level agentic retrieval system using its Managed Bedrock Knowledge Base and the AWS Cloud Development Kit (CDK). The post builds on a 2024 guide that used a single‑shot RAG…
1 source primary sourceAWS Machine Learning Blog -
Google and Amazon launch PyTorch tools for their AI chips to compete with Nvidia
Google and Amazon are challenging Nvidia’s dominance in AI hardware by releasing open-source tools that enable developers to run PyTorch workloads natively on their custom chips. Google’s TorchTPU integrates with…
1 sourcecryptodaily.co.uk -
Nvidia H200 rental costs rise about 160% since January, report shows
Renting an Nvidia H200 chip now costs approximately 160% more than it did at the start of 2026, according to recent data covering January 1 through mid-October. The price hike highlights ongoing demand for AI computing…
1 sourcecryptobriefing.com -
SemiAnalysis tests Trainium3 PyTorch stack, finds better profiling than Nvidia
SemiAnalysis engineers spent weeks testing Amazon's Trainium3 racks with the new TorchNeuron backend and report a native PyTorch experience that works in eager mode with torch.compile and standard distributed APIs.…
1 sourceSemiAnalysis -
Amazon stores $5 billion in Nvidia servers due to power shortages
Amazon is holding billions of dollars worth of Nvidia AI servers in warehouses because its data centers lack sufficient electricity to power them, according to a Business Insider report. Internal emails reviewed by the…
1 sourceamericanbazaaronline.com -
AWS shares CDK construct to fix SageMaker AI auto scaling updates
AWS published a technical guide addressing a common failure mode when updating Amazon SageMaker AI real-time endpoints using AWS Cloud Development Kit (CDK). The issue arises because SageMaker requires auto scaling…
1 source primary sourceAWS Machine Learning Blog -
Bayer Crop Science launches agentic decision engine on AWS Bedrock
Bayer Crop Science created the Agentic Decision Engine (ADE), a natural‑language interface that sits on top of its Connected Decision Engine (CDE). ADE uses Amazon Bedrock AgentCore to route user questions through a…
1 source primary sourceAWS Machine Learning Blog -
TorchNeuron Space lists which Hub models run unmodified on AWS Trainium
A new Space called torch-neuronx model support lets users check whether any model on the Hub can run unmodified on AWS Trainium. The interface shows results for the most downloaded and trending models, indicating if…
1 source primary sourceHugging Face -
Nvidia secures 45,000 Grace GPUs for Kazakhstan; AWS launches serverless SageMaker training
Nvidia announced that its partner Firebird has obtained 45,000 Grace Blackwell GPUs for a new AI data centre in Kazakhstan, with U.S. export authorization. The first phase is being built in Data Center Valley together…
2 sourcescryptobriefing.comnote.com -
Amazon Polly adds 14 generative voices and Hindi, Finnish support
Amazon announced a major upgrade to its Polly Generative engine, now generally available in production. The update adds 14 new voices across nine locales, bringing the catalog to 57 generative voices in 11 languages…
2 sources primary sourceUnite.AIAWS Machine Learning Blog -
Amazon SageMaker adds training session APIs for custom LLM loops
Amazon SageMaker AI introduces training session APIs that let developers write their own training loops in Python while the service runs the GPU‑bound operations. The APIs expose core steps such as forwardbackward(),…
3 sources primary sourceAWS Machine Learning Blog -
Amazon Quick is HIPAA‑eligible for AI workloads in healthcare
Amazon Quick, AWS’s agentic AI workspace, has been designated as a HIPAA‑eligible service, meaning it can be used to process, store, and transmit protected health information (PHI) when customers sign a Business…
1 source primary sourceAWS Machine Learning Blog -
Amazon SageMaker AI streams Kokoro-82M TTS per sentence to halve voice latency
The post explains how to stream text‑to‑speech for AI voice agents by sending each sentence to a hosted Kokoro-82M model on an Amazon SageMaker AI real‑time endpoint. The model runs on a single ml.g5.xlarge GPU…
2 sources primary sourceAWS Machine Learning Blog -
Rescale builds AI triage agent using Claude Opus 4.8 on Amazon Bedrock
Rescale, a digital engineering platform, created an AI‑driven triage agent to automatically classify and route nightly end‑to‑end test failures. The five‑day, in‑person workshop used the AI‑Driven Development Lifecycle…
1 source primary sourceAWS Machine Learning Blog -
Smartsheet launches MCP Server for AI agents to manage work data on AWS
Smartsheet announced the general availability of its Model Context Protocol (MCP) Server, a standardized layer that lets AI agents read, write, and manage Smartsheet data. The server supports more than 40 Smartsheet…
2 sources primary sourceAWS Machine Learning Blog -
AWS and Keyfactor detail X.509 PKI architecture for securing AI agents
The post explains how to give AI agents a cryptographic identity using X.509 public‑key infrastructure. It points out that the Model Context Protocol (MCP) used by multi‑agent frameworks lacks built‑in authentication,…
1 source primary sourceAWS Machine Learning Blog -
AWS launches generally available Agent Registry for runtime tool discovery
AWS announced that its Agent Registry service is generally available, offering a managed, searchable catalog of Model Context Protocol (MCP) servers, agents, and agent skills. Publishers register protocol‑specific…
5 sources primary sourceAWS Machine Learning Blog -
Amazon pledges over €16 billion for German AWS, AI data centers and robotics lab
Amazon.com Inc. announced it will spend more than €16 billion (about $17.9 billion) in Germany during 2027. The money will fund new AWS and AI‑focused data centres, expand the Leo satellite communications programme,…
1 sourcebloomberg.com -
Solcis launches Compliance Studio and Policy Engine for AI agents on NVIDIA OpenShell
Solcis, a spin‑out of 6clicks, announced two new self‑hosted products on 21 October 2026: Solcis Compliance Studio and Solcis Policy Engine. The Studio lets compliance teams translate regulations into enforceable…
1 sourcemanilatimes.net -
Amazon SageMaker Studio available via new AWS sign‑in experience for developers
Amazon announced that new AWS users can access a fully configured SageMaker Studio environment after signing up with an existing identity such as Google, GitHub, Apple, Amazon, or an email address. The streamlined…
1 source primary sourceAWS Machine Learning Blog -
Amazon expects to receive $5 billion of Nvidia GB300 racks before deployment
Amazon is accelerating AI hardware acquisition through an Early Rack Receipt process. Internal emails reviewed by Business Insider say the cloud unit expects roughly $5 billion in Nvidia GB300 server racks to arrive at…
2 sourcesfinance.yahoo.combusinessinsider.com -
TwelveLabs Pegasus 1.5 becomes available on Amazon Bedrock
TwelveLabs announced that its Pegasus 1.5 video language model is now offered through Amazon Bedrock. The model can process videos up to two hours long—double the previous one‑hour limit—and returns time‑based metadata…
1 source primary sourceAWS Machine Learning Blog -
Improve TTFT for multi-turn agentic workloads with bi-directional KV transfer in vLLM
The AWS Machine Learning Blog explains a bi-directional key‑value (KV) cache transfer that lets a decode node return previously computed KV blocks to a prefill node for the next turn of a multi‑turn agentic…
2 sources primary sourceAWS Machine Learning Blog -
Hugging Face releases TorchNeuron beta for easier Hugging Face models on AWS Trainium
Hugging Face announced that TorchNeuron, a PyTorch plugin adding a native Neuron backend, will enter public beta on Oct. 20, 2026. The plugin can be installed with pip install torch‑neuronx and brings eager execution,…
2 sources primary sourceAWS Machine Learning BlogHugging Face -
OpenAI says GPT-6.1 Sol achieves 97.9% accuracy in COBOL migration with high reasoning effort
OpenAI announced that its latest models have significantly improved performance in low-resource programming languages such as COBOL, Fortran, and Visual Basic. The GPT-6.1 Sol model achieved a pass rate of up to 97.9%…
6 sourcesnote.comThe Decoderbleepingcomputer.comengadget.com -
Amazon Bedrock AgentCore Evaluations become backbone of agent quality
Amazon Bedrock AgentCore Evaluations provide a nine‑stage lifecycle framework that tracks safety, quality, performance, cost, and operational control for AI agents. The framework is built on Amazon Bedrock AgentCore…
1 source primary sourceAWS Machine Learning Blog -
AWS outlines Trust in Depth for safer AI agent autonomy
AWS introduced Trust in Depth, a framework to balance AI agent autonomy with control. The approach layers verification steps—Scope (defining agent limits), Know (tracking identities), Bound (enforcing rules), and…
1 source primary sourceAWS Machine Learning Blog -
Amazon releases Bedrock AgentCore guide to build self-improving document processing
IDC research estimates document‑related challenges cost each information worker $19,732 per year and cut productivity by 21.3%. Companies often spend up to 30% of staff time on document tasks, with manual entry error…
1 source primary sourceAWS Machine Learning Blog -
AWS automates PowerPoint creation with Bedrock AgentCore in 90 seconds
AWS’s blog post details how a financial services team spent hours manually crafting PowerPoint presentations from quarterly reports. The company built an AI agent system using Amazon Bedrock AgentCore to automate this…
1 source primary sourceAWS Machine Learning Blog -
Tamnoon builds AI remediation agent Tami on Amazon Bedrock to cut cloud risks by 90%
Tamnoon, an AI-powered cloud security platform, introduced Tami, an agentic remediation system built on Amazon Bedrock that autonomously fixes critical cloud misconfigurations. The system processes findings from tools…
1 source primary sourceAWS Machine Learning Blog -
AWS adds SageMaker JumpStart model testing workflow
Amazon SageMaker JumpStart lets users test pretrained models with a repeatable workflow. The service includes a catalog of models, sample notebooks, and pre-configured deployment options for low cost, low latency, or…
1 source primary sourceAWS Machine Learning Blog -
AWS launches Anchor Browser with AgentCore payments for AI agents
AWS has released Anchor Browser with Agentic Payments, a solution available on AWS Marketplace that allows AI agents to autonomously pay for web resources. Developed with the AWS Generative AI Innovation Center Partner…
1 source primary sourceAWS Machine Learning Blog -
Orca Security cuts cloud query costs by 90% with Amazon Bedrock agent
Orca Security partnered with AWS to build Discovery AI, a natural language query agent on Amazon Bedrock that converts plain-text security questions into structured cloud queries. The tool reduces query costs by 90%,…
1 source primary sourceAWS Machine Learning Blog -
SBS and NVIDIA launch sovereign AI platform for banks
SBS introduced the SBS AI Foundation, a sovereign AI platform built with NVIDIA to enable banks to run generative and agentic AI models without moving customer or transaction data outside their environment. The…
1 sourcefintechmagazine.com -
AWS shows how to deploy decision models with llama.cpp on SageMaker AI
AWS published a tutorial on deploying decision models using llama.cpp on Amazon SageMaker AI. The post demonstrates two deployment paths from the same GGUF model: a standard text-generation path serving…
1 source primary sourceAWS Machine Learning Blog -
AWS releases Ray LLM containers for multi-node inference on EKS
AWS has introduced multi-node Ray LLM Deep Learning Containers (DLCs) to simplify the deployment of large language models on Amazon Elastic Kubernetes Service (EKS). This new tool allows developers to serve a single…
1 source primary sourceAWS Machine Learning Blog -
AWS backs OpenAI and Anthropic models, says no single model will dominate
AWS worldwide channel chief Ruba Borno told CRN the company will maintain an open model strategy on Amazon Bedrock rather than pick one AI provider. AWS now offers over 100 models on Bedrock, including multiple GPT and…
1 sourcecrn.com -
AWS adds OpenAI Astra, Sol, Luna and Claude 5.5 to Bedrock
AWS published a recap of September 2026 updates for Amazon Bedrock, AgentCore, and Strands, focusing on expanded model choice and agent infrastructure. These additions aim to help enterprises balance cost, latency, and…
1 source primary sourceAWS Machine Learning Blog -
Postman runs Agent Mode for 40 million developers on Amazon Bedrock
Postman has launched Agent Mode, an AI‑native interface that lets its 40 million developers work across testing, documentation, discovery, and implementation. The feature runs on Amazon Bedrock, giving Postman access…
1 source primary sourceAWS Machine Learning Blog -
Open-source tools replace expensive data science software for Free
A listicle from KDnuggets outlines ten free, open-source AI tools that match or exceed paid alternatives for data scientists. The article highlights tools like Ollama + Open WebUI, which replaces per-token API fees for…
1 sourceKDnuggets -
AWS outlines multi-team GPU sharing for SageMaker HyperPod with isolation controls
AWS’s Machine Learning Blog detailed a reference architecture for Amazon SageMaker HyperPod to enable multiple teams within a company to share GPU clusters while enforcing isolation, fairness, and cost attribution. The…
2 sources primary sourceAWS Machine Learning Blog -
Docker releases Docker Agent CLI plugin for building AI agents as containers
Docker Engineering introduced Docker Agent, an open‑source Apache 2.0 CLI plugin that lets users define, run, and share AI agents using the same container workflow Docker popularized. Agents are described in…
1 sourceKDnuggets -
AWS adds Claude Haiku 5.5 to Bedrock for subagents
AWS has announced the availability of Claude Haiku 5.5 on Amazon Bedrock and the Claude Platform on AWS. According to Anthropic, this model is the fastest and most efficient in the Claude 5.5 family, designed…
1 source primary sourceAWS Machine Learning Blog -
AWS proposes framework to build business case for agentic automation
Agentic automation—software that reasons and adapts to complete tasks—is appearing on AI Center of Excellence roadmaps, but the classic ROI model built for rule‑based RPA fails to capture its full value. The article…
1 source primary sourceAWS Machine Learning Blog -
Qlik uses Amazon Bedrock to scale grounded AI for 40,000+ customers
Qlik built Qlik Answers, an AI tool that answers employee questions with sourced, trustworthy responses by integrating Amazon Bedrock. The system addresses three key challenges: handling varied enterprise queries…
1 source primary sourceAWS Machine Learning Blog -
AWS shows how to automate remediation with DevOps Agent and Lambda
AWS has published a technical guide demonstrating how to extend its DevOps Agent capabilities by automating the remediation phase of incident response. The solution combines AWS Lambda Durable Functions, Amazon…
1 source primary sourceAWS Machine Learning Blog -
AWS launches six-week program to turn business staff into AI builders
aws blog describes a six‑week structured program that pairs non‑engineering business professionals with mentors and production‑grade tools to build ai prototypes. participants commit about four hours per week, forming…
1 source primary sourceAWS Machine Learning Blog -
Cornerstone OnDemand cuts database diagnosis time by 78% with Amazon Bedrock
Cornerstone OnDemand, a workforce solutions provider with 140 million users, built Orion AI, a multi-agent system using Amazon Bedrock and Strands Agents to automate database operations. Before Orion AI, its Enterprise…
1 source primary sourceAWS Machine Learning Blog -
AWS shows how to build context-aware AI assistant on AgentCore
AWS published a technical guide on building a personal AI assistant that retains memory across conversations. The solution uses OpenClaw, an open-source agentic system, running on Amazon Bedrock AgentCore runtime. The…
1 source primary sourceAWS Machine Learning Blog -
Z.ai's GLM 5.3 model becomes available on Amazon Bedrock
Z.ai (Zhipu AI) has made its GLM 5.3 model available on Amazon Bedrock, targeting enterprise customers who need advanced coding and agentic capabilities without managing their own inference infrastructure. GLM 5.3 is a…
1 source primary sourceAWS Machine Learning Blog -
AWS adds SageMaker AI inference skill for coding agents
AWS has released the aws-ai-ml skill for its Agent Toolkit, enabling coding agents like Kiro, Claude Code, and Codex to optimize SageMaker AI inference. The tool benchmarks endpoints, recommends deployment…
1 source primary sourceAWS Machine Learning Blog -
AWS adds automated cross-account migration for Amazon Quick resources
AWS has released a sample Model Context Protocol (MCP) server on Amazon Bedrock AgentCore to automate the promotion of Amazon Quick resources across AWS accounts. Previously, moving chat agents, action connectors,…
1 source primary sourceAWS Machine Learning Blog -
Collibra acquires trail ML for AI governance automation
Collibra announced on October 5, 2026, that it has acquired trail ML, a Munich-based AI governance startup founded in 2023. The deal integrates trail ML’s agent-powered automation into Collibra’s platform, aiming to…
1 sourceUnite.AI -
Amazon hires Microsoft’s Copilot CTO to lead its AI agent push
Amazon has hired Pedram Rezaei, Microsoft’s former CTO of Copilot, to lead its agentic AI efforts. Rezaei joined AWS as a distinguished engineer in October, focusing on Quick (AWS’s AI assistant) and Kiro (an AI coding…
1 sourcebusinessinsider.com -
AWS, Google Cloud launch AI agent tools; FTC investigates OpenAI, Anthropic
AWS released "Strands Harness," an open-source tool for building AI agents that works with models like GPT, Claude, and Gemini. It allows developers to create agent infrastructure independent of specific LLMs by…
2 sourcesfinance.yahoo.comnote.com -
Amazon adds Web Search to Claude Desktop via AgentCore
Amazon Bedrock’s AgentCore now lets enterprises connect Claude Desktop to a secure, on-premises web search tool. The Web Search capability, powered by an AWS-managed index of tens of billions of documents, bridges…
1 source primary sourceAWS Machine Learning Blog -
AWS shows multi-turn RL fine-tuning for search agents on SageMaker AI
AWS published a tutorial on using Amazon SageMaker AI's multi-turn reinforcement learning (MTRL) to fine-tune a Qwen3.6-27B model into a search agent. The agent uses BM25 and vector search tools across multiple…
1 source primary sourceAWS Machine Learning Blog -
Enterprises struggle to operate AI agents beyond routine tasks
AI agents excel at completing defined tasks but face challenges in real-world enterprise operations, where exceptions, changing context, and policy violations can derail workflows. The article argues that while agents…
1 sourceUnite.AI -
Forward deployed engineers see 729% job growth but face burnout risks
Job growth and pay spikes mark the rise of forward deployed engineers (FDEs), a role that embeds AI solutions in customer environments. By April 2026, postings for the role surged 5,230% from January 2025, per Indeed,…
1 sourceKDnuggets -
Amazon pledges $1 billion to data center communities
Amazon has announced a new initiative called “Built Together,” committing $1 billion over the next five years to support communities near its data centers. AWS CEO Matt Garman stated that residents will have the final…
2 sourcesTom's HardwareUnite.AI
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What is the latest AWS news?
As of 26 October 2026: AWS builds agentic retrieval on managed Bedrock knowledge base with CDK. AWS explains how to construct an enterprise‑level agentic retrieval system using its Managed Bedrock Knowledge Base and the AWS Cloud Development Kit (CDK).