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AWS Machine Learning

Introducing GLM 5.3 on Amazon Bedrock

· 1 min read · Summary from AWS Machine Learning

GLM 5.3 from Z.ai is now available on Amazon Bedrock: a 753B-parameter mixture-of-experts model built for coding and long-horizon agentic tasks. Learn how to invoke it with the OpenAI-compatible APIs, cut cost and latency with prompt caching, and run an authorized security test with the open-source Strix agent.

Read the full story at AWS Machine Learning →

Our take

Amazon Bedrock now offers GLM 5.3, a 753‑billion‑parameter model from Z.ai for coding and long‑horizon tasks. It can be accessed via OpenAI‑compatible APIs, with features like prompt caching to reduce cost and latency.

Small businesses can use GLM 5.3 to build smarter chatbots, automate code generation, and create advanced agentic workflows without heavy infrastructure. The model’s low latency and cost‑saving caching make it practical for real‑time customer support and internal automation.

Try integrating GLM 5.3 into a customer‑support bot in WORO this week to see if it improves response accuracy. Watch for performance metrics and cost reports to gauge ROI.

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