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arXiv AI By Kritan Banstola, Faayed Al Faisal, Duy Dao, Ryan Irving, Daniel Lende, Xinming Ou

It is Not Yet Another Tool: Creating and Deploying an Agentic AI Companion in a Security Operations Center

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Atria Dawn: The Dawn of Agentic Superintelligence

The paper introduces Atria Dawn Preview, a foundation agentic language model aimed at scientific research and engineering workflows. Trained through a Verifiable Experience Pipeline, it performs competitively across 16 real‑world benchmarks, achieving the highest scores on five. The authors also present a detailed case study of human–AI collaboration, showing that while AI proposes methods and revisions, humans retain final decision‑making and guide the research direction.

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