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ToolsThe story, in brief

AutoGluon assistant: Zero-code AutoML through multiagent collaboration

Amazon just released AutoGluon Assistant—zero-code AutoML that handles messy real-world data through multiagent collaboration.

Reporting by Amazon Science 1 min brief
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The KeyNews take

Why it matters

Amazon's new AutoML tool democratizes machine learning for enterprises by eliminating coding requirements and automating ML workflows through a multiagent architecture, directly competing with similar no-code ML platforms and reducing barriers to AI adoption.

The key facts

5 to know

  1. AutoGluon Assistant uses multiagent architecture for AutoML

  2. Zero-code ML automation capability

  3. Handles messy, real-world data inputs

  4. Separates data perception, tool knowledge, execution history, and code generation

  5. Published by Amazon Science (Dec 5, 2025)

Go to the source

Amazon Scienceamazon.science

Publisher excerpt: A multiagent architecture separates data perception, tool knowledge, execution history, and code generation, enabling ML automation that works with messy, real-world inputs.
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