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17 stories

Stories

  • Deploy and evaluate models with Amazon SageMaker JumpStart

    Learn how to deploy an available model from Amazon SageMaker JumpStart, run a lightweight and repeatable performance test using the SageMaker Python SDK, and delete the endpoint when testing is complete.

    AWS ML Blog7 min read
  • Introducing Claude Haiku 5.5 on AWS

    Claude Haiku 5.5 is now available on Amazon Bedrock and Claude Platform on AWS. According to Anthropic, it is the fastest, most efficient model in the Claude 5.5 family, built for subagents and high-volume, cost-sensitive work, and costs around 75% less than Claude Haiku 4.5 for most tasks.

    AWS ML Blog6 min read
  • Building AI builders: Playbook for closing the AI knowledge-capability gap

    The biggest barrier to AI adoption isn't awareness. It's the gap between talking about AI and building with it. Here's the playbook we used to turn non-technical, customer-facing professionals into confident AI builders in six weeks, and how your organization can replicate it.

    AWS ML Blog12 min read
  • Supercharge regulated workloads with Claude Code and Amazon Bedrock

    Anthropic Claude Opus 5.5 and Claude Sonnet 5.5 are available on Amazon Bedrock in the AWS GovCloud (US) Regions. Learn how to use them with Claude Code, Anthropic's agentic coding tool, for compliance-aligned, AI-assisted development on regulated and ITAR workloads.

    AWS ML Blog11 min read
  • Downgrading user roles in Amazon Quick

    Amazon Quick doesn't offer a direct console path to downgrade a user from Admin or Author to Reader. This post walks through two reliable methods: a manual delete-and-recreate approach and an AWS CLI step-down sequence that downgrades roles safely while preserving asset ownership.

    AWS ML Blog11 min read
  • Simplify dashboard drill-down with the Amazon Quick Sight hierarchy filter

    Amazon Quick Sight is a fully managed, cloud-native business intelligence (BI) capability for building and publishing interactive dashboards. The new hierarchy filter gives dashboard authors rich, multi-level filtering in a single compact control, reducing clutter and guiding readers to the data…

    AWS ML Blog8 min read
  • Amazon Bedrock expands Claude model availability to in-country inferencing in India

    Anthropic's Claude Opus 5, Claude Sonnet 5, and Claude Haiku 4.5 are now available in India through Amazon Bedrock geographic cross-Region inference. You can access these models while processing data within the India Regions, and get started from the Amazon Bedrock console or with the Messages,…

    AWS ML Blog6 min read
  • Prompt engineering fundamentals for Amazon Quick

    Prompt engineering in Amazon Quick shapes how accurately its AI-powered features respond to your requests. Part 1 of a two-part series covers the foundational principles and reusable frameworks (specificity, context-setting, few-shot examples, and the CRISPE framework) for consistent, high-quality…

    AWS ML Blog11 min read
  • Prompt engineering by Quick component: Patterns and pitfalls

    Part 2 of our Amazon Quick prompt engineering series goes component by component. Learn the prompt patterns that get the best results from Amazon Quick Research, Quick Flows, Quick Sight, chat agents, and action integrations, plus the common pitfalls to avoid.

    AWS ML Blog12 min read
  • Introducing Claude Sonnet 5.5 on AWS

    Claude Sonnet 5.5 is now available on Amazon Bedrock and Claude Platform on AWS. It's a smarter, more efficient Sonnet model for focused coding and knowledge work, with a lower cost per task at faster speed. This post covers what's new, when to choose Sonnet, and how to get started.

    AWS ML Blog5 min read

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