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.
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 knowAutoGluon Assistant uses multiagent architecture for AutoML
Zero-code ML automation capability
Handles messy, real-world data inputs
Separates data perception, tool knowledge, execution history, and code generation
Published by Amazon Science (Dec 5, 2025)
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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.