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Favorite U Mobile, Malaysia’s newest 5G network provider, has always run its telco operations lean, doing more with less through continuous automation. When new AI capabilities became available, U Mobile explored how to enhance operational efficiency beyond basic productivity gains. The real opportunity was further upstream, in how operations teams
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Shared by AWS Machine Learning November 4, 2026
Favorite This post is co-written with Shravan K S from Indegene Limited. Enterprise AI is creating new opportunities for life sciences organizations to improve decision-making across commercial, medical, market access, and other business functions. But the quality of every AI model, dashboard, and business insight depends on one thing: trusted
Read More Shared by AWS Machine Learning November 4, 2026
Favorite When production AI agents handle tasks such as data analysis and report generation, context management can become a major bottleneck. A 200K-token window sounds generous until a real-world task burns through most of it in minutes. Data analysis and report generation leave the agent failing mid-execution, losing accuracy, or
Read More Shared by AWS Machine Learning November 4, 2026
Favorite How should security leaders preserve human oversight as AI agents take on more work? Permissions establish which actions agents can take, but a permitted action can still warrant a person’s judgment. Requiring approval for every step might seem like the safest approach, yet multi-step tasks can produce repeated prompts,
Read More Shared by AWS Machine Learning November 4, 2026
Favorite Some of the questions you ask when evaluating an agent are narrow and repeatable. Did this response stay on policy? Is this tool call safe to approve? Does this answer match the retrieved context? Decision models answer exactly that kind of question. They take a structured state and a
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Favorite Kimi K3 is a multi-modal, open-weight foundation model (FM) that provider Moonshot AI reported achieved frontier-level coding and general agentic intelligence at release. In addition to global and US-based inference, Amazon Bedrock now supports in-country inference in India for Kimi K3: unblocking local workloads with strict data residency requirements.
Read More Shared by AWS Machine Learning November 3, 2026
Favorite Conversational AI is transforming how humans interact with technology. From virtual assistants and AI-powered contact centers to real-time translation and accessibility tools, voice-first interfaces are rapidly becoming the default mode of interaction for millions of users worldwide. Yet delivering a truly natural voice experience remains one of the hardest
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Favorite In this post, we show how to build a semantic layer for agentic AI using EDB Postgres AI. We run a Strands Agents agent on Amazon Bedrock AgentCore that queries the layer to answer customer 360 (C360) questions. Earlier posts in this series built the same C360 pattern with
Read More Shared by AWS Machine Learning November 3, 2026
Favorite Your professional reputation now lives online first. Recruiters check LinkedIn before returning a call. Clients review your digital presence before booking a first meeting. For ambitious professionals, that shift is an opportunity: a well-crafted online voice can open doors that a résumé alone never could. But standing out takes
Read More Shared by AWS Machine Learning November 3, 2026
Favorite AI agents that interact with enterprise APIs on behalf of users need to maintain user identity throughout the request chain. Without identity propagation, API calls arrive at downstream services as the application itself rather than the user who initiated the action. This breaks audit trails, bypasses user-level access controls,
Read More Shared by AWS Machine Learning November 3, 2026