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2026.10.17 · Sat

#OpenAI

#OpenAI

Tutorials

Tutorials, hands-on experience, usage tips, prompts and tool how-tos, and in-depth technical explainers.

10/13Tue
  1. AWS Machine Learning Blog75

    Build long-horizon agents with Grok 4.7 on Amazon Bedrock

    AWS demonstrates how to build and evaluate a tool-calling agent using Grok 4.7 on Amazon Bedrock, comparing four reasoning effort levels across three synthetic tasks. The agent answered 67 of 72 runs correctly; xhigh achieved 18 of 18, while low achieved 15 of 18 using about an eighth of the output tokens. The guide covers task design, automated grading, production monitoring, and operational controls, noting that these small-scale results are indicative rather than statistically conclusive.

    Why it matters: Tasks with provably unique answers and repeated runs provide a reusable way to compare reasoning effort, while separate correctness and token measurements make the trade-off concrete.

  2. AWS Machine Learning Blog67

    Guide to accessing OpenAI GPT-6 models on Amazon Bedrock with global cross-Region inference

    AWS explains how to invoke OpenAI GPT-6 Sol and GPT-6 Luna through Amazon Bedrock global cross-Region inference from Thailand, Malaysia, Singapore, Indonesia, and Taiwan, and GPT-6 Astra from Singapore. The guide covers Converse, OpenAI-compatible APIs, coding clients, IAM permissions, SCP exceptions, quotas, and monitoring. Billing and quota tracking remain in the source Region, while requests run in supported destination Regions; each output token consumes 10 tokens of quota.

    Why it matters: The guide provides a transferable approach to configuring cross-Region inference permissions by scoping SCP exceptions to inference profiles while preserving Region controls for other services.

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