AN1 Technical Brief

This technical brief provides a concise, operational overview of the AN1 system. It is designed to help applied research groups and ML infrastructure teams quickly understand the scope, assumptions, and evaluation boundaries of AN1 without requiring a full deep dive into the research paper.

It is intended as a forwardable reference for internal discussion and pilot evaluation.

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What's Inside

•A high-level description of the AN1 inference-control architecture
•The specific problem AN1 is evaluating and why it matters at scale
•Clear boundaries on what AN1 does and does not claim
•The scope and structure of the pilot evaluation program
•How AN1 fits alongside existing transformer-based pipelines