Favorite AWS Machine Learning Blog: technical walkthrough. Commands and expected outputs are from a working deployment. Substitute your own account values throughout. Replenishment automation starts with a demand forecast, and in retail that forecast has a short shelf life. By the time a planner exports it, checks it against supplier
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Shared by AWS Machine Learning September 15, 2026
Favorite This post shows you how to pick the right generative AI customization approach for your workload without over-engineering or under-investing. AWS provides access to foundation models from Anthropic, Meta, Mistral, and Amazon through Amazon Bedrock, along with the infrastructure to build everything from chatbots and code assistants to document
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Shared by AWS Machine Learning September 15, 2026
Favorite Financial institutions participating in open finance (the network where banks share customer-authorized financial data with third-party applications through standardized APIs) face a persistent integration challenge. Every bank exposes APIs with its own field names, formatting conventions, and gaps relative to the Financial Data Exchange (FDX) standard. Validating those APIs,
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Shared by AWS Machine Learning September 15, 2026
Favorite AI agents often need to access services such as GitHub and Slack on a user’s behalf. Before an agent can act, the user must authenticate with the provider and explicitly approve the requested access. The application must then securely associate the resulting OAuth grant with the user who authorized
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Shared by AWS Machine Learning September 15, 2026
Favorite AI agents now run in production at a scale of billions of operations a day, and a recurring architectural pattern has surfaced: agents need a compute scratch pad. Not only for coding tasks, but for data aggregation, analysis, verification, and any workflow where semantic reasoning alone isn’t enough. Abnormal
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Shared by AWS Machine Learning September 15, 2026
Favorite We’ve translated ATLAS’s millions of global data points into an interactive, open-access experience. View Original Source (blog.google/technology/ai/) Here.
Favorite Christina Koch sits down with James Manyika, Google’s Senior Vice President of Research, Labs, Technology & Society. View Original Source (blog.google/technology/ai/) Here.
Favorite DevFest 2026 is back and here’s how you can connect with one of the more than 800 global events to build, secure, and scale in the agentic AI era. View Original Source (blog.google/technology/ai/) Here.
Favorite As customers shift to interacting with digital services through AI hosts like ChatGPT and Claude, organizations need a way to make their services accessible across these applications with rich UI, not only plain text. They also need to do this without coupling to a single host. MCP Apps and
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Shared by AWS Machine Learning September 12, 2026
Favorite Organizations building generative AI applications usually compare models the same way: dollars per million tokens. It’s the number on every pricing page, so it becomes the number in every spreadsheet. But production workloads don’t buy tokens. They buy outcomes: a resolved support ticket, a completed research brief, a correct
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Shared by AWS Machine Learning September 12, 2026