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Authorization Code Grant pattern secures AI agents on Amazon ECS with Amazon Bedrock AgentCore Identity
A technical walkthrough shows how to secure AI agents on Amazon ECS using Amazon Bedrock AgentCore Identity by implementing the OAuth 2.
Caspian Vale
Strands Agents SDK Adds Exa Tools for AI-Native Web Search and Structured Retrieval
A new Exa integration for the Strands Agents SDK exposes two tools — exa_search and exa_get_contents — via the strands — agents-tools package, returning structured page text and metadata ready for LLM consumption
Sable Whitaker
Amazon Quick adds Dataset Q&A to run auditable SQL on large governed datasets
A new Amazon Quick release introduces capabilities that let organizations query large, governed enterprise datasets in natural language and get fast, auditable SQL-backed answers.
Orion Hartwell
Anthropic's Claude Platform Now Generally Available on AWS: what changed
Anthropic’s Claude Platform is now generally available on AWS, letting customers access the native Claude experience directly through their AWS accounts without separate credentials, contracts, or billing relationships.
Orion Hartwell
Miro Deploys Bedrock-Powered BugManager, Slashing Reassignments Sixfold and Time-to-Resolution Fivefold
Miro rolled out BugManager, an AI bug-triage system built with AWS PACE and running on Amazon Bedrock that uses RAG and multimodal parsing with Anthropic Claude Sonnet 4.
Wren Ashcroft
Halliburton uses Amazon Bedrock and generative AI to turn natural-language queries into executable seismic workflows
Halliburton and the AWS Generative AI Innovation Center built a proof — of-concept assistant that converts natural — language queries into executable seismic processing workflows and adds a question — answering layer
Wren Ashcroft
EC2 Capacity Blocks for ML adds as a predictable short‑term GPU reservation option alongside SageMaker training plans
Published guidance for builders who need predictable, time‑bound GPU capacity for ML workloads, comparing on‑demand, Spot, and EC2 Capacity Blocks for ML reservation modes.
Elara Winslow
SageMaker AI Implementation Uses Verifiable Rewards and GRPO to Tackle Unreliable RL Signals
A technical post describes using reinforcement learning with verifiable rewards (RLVR) on SageMaker AI, combined with Group Relative Policy Optimization (GRPO) and few-shot examples, to make reward signals more
Caspian Vale
Tomofun moves Furbo Pet‑behavior inference to EC2 Inf2 to cut always‑on GPU costs
Tomofun reconfigured its inference fleet so BLIP vision — language models can run on Amazon EC2 Inf2 (Inferentia2) instances, keeping its GPU path and client APIs while lowering operational costs for continuous
Sable Whitaker
AgentCore Browser adds OS‑Level Actions so agents can interact with native UI
OS Level Actions let AgentCore Browser control full‑desktop UI through the InvokeBrowser API: Each call carries one action and returns SUCCESS or FAILED; screenshots are returned as base64‑encoded PNGs.
Wren Ashcroft
Hapag-Lloyd Automates Customer Feedback Analysis with Generative AI Pipeline
Hapag‑Lloyd’s Digital Customer Experience and Engineering team replaced a manual, spreadsheet — driven feedback review process with an automated generative AI pipeline that ingests comments, extracts sentiment
Thalia Mercer
AgentCore Optimization preview adds Recommendations API, batch checks and A/B testing to automate agent fixes
AgentCore Optimization (preview) introduces a Recommendations API plus batch evaluation and live A/B testing to close the observe — evaluate–improve loop for production agents, automating detection and remediation
Orion Hartwell
AWS details agentic AI push
At an April 28 event, AWS executives outlined agentic AI updates: Amazon Quick gains a desktop app, broader integrations and an app‑building preview; Amazon Connect is split into four domain solutions;
Thalia Mercer
Amazon Quick adds generative AI to build multi‑sheet dashboards from natural‑language prompts
Amazon Quick added a generative AI tool that converts natural‑language prompts and selected datasets into a native Analysis that can be refined and published as a dashboard.
Elara Winslow
AgentCore Optimization enters preview with production-driven recommendations and live A/B testing
AgentCore Optimization, now in preview, closes the observe — evaluate-improve loop for AI agents by generating recommended fixes from production traces and validating them with batch evaluation or controlled A/B tests
Caspian Vale
AWS pilots TARA to give field leaders instant answers with Amazon Quick's Dataset Q&A
AWS has built TARA, an internal conversational analytics assistant that uses the Dataset Q&A feature of Amazon Quick to let technical field leaders ask multi‑dimensional questions in natural language and receive fast,
Briar Kensington
AWS Transform adds agent-driven path to migrate Tableau and Power BI dashboards to Amazon QuickSight in days
AWS has expanded AWS Transform to support automated migration of Tableau and Power BI dashboards into Amazon QuickSight by offering partner EZConvertBI agents from Wavicle via AWS Marketplace.
Caspian Vale
LLM-as-a-Judge Revolutionizes AI Alignment with Advanced Reinforcement Fine-Tuning
Reinforcement Fine — Tuning (RFT) significantly enhances the alignment of large language models (LLMs) by addressing issues like inaccuracies and misalignments.
Avalon Reed
AWS Details Secure Private Connectivity for Amazon Bedrock AI Agents
AWS has published guidance on configuring Amazon Bedrock AgentCore Gateway to securely access private resources within an Amazon Virtual Private Cloud (VPC), mitigating operational overhead and enhancing security for AI agent deployments.
Elara Winslow
AWS Unveils Agentic AI for Self-Service Data Analytics on SageMaker and Athena
AWS has demonstrated a new architecture utilizing agentic AI assistants from Amazon Quick to democratize data analytics, transforming it into a self-service capability for users of all technical levels.
Sable Whitaker
AWS Unveils Generative AI Model Agility Solution for Streamlined LLM Operations
Amazon Web Services (AWS) has launched the Generative AI Model Agility Solution, a framework to simplify the migration and upgrading of Large Language Models (LLMs) in production.
Orion Hartwell
Amazon Enhances Product Engagement with New AI-Powered Audio Q&A
Amazon has recently launched 'Join the chat,' an AI-powered audio Q&A feature integrated into its product pages, allowing customers to ask questions and receive real-time, conversational spoken responses.
Elara Winslow
AWS AI Boom Fuels Record Growth, Bolstering Infrastructure Investments
Amazon Web Services (AWS) achieved its fastest growth in 15 quarters, with net sales surging 28% to $37.6 billion, primarily driven by robust demand from the AI sector.
Briar Kensington
PwC Launches AI-Powered Contract Insight Extraction Solution on AWS
PwC has launched its AI-driven annotation (AIDA) solution, developed on AWS, to transform unstructured contracts into searchable insights.
Wren Ashcroft
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