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ADRS (AI-Driven Research Systems) is a Berkeley Sky Computing Lab initiative exploring how AI can accelerate scientific discovery itself. We develop systems that leverage large-scale models to automatically design, optimize, and reason about complex algorithms, across cloud infrastructure, distributed AI, and large-scale computing. Our vision is to make research faster, more autonomous, and fundamentally more creative.

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ADRS Evolution Overview

Our initial position paper, “Barbarians at the Gate: How AI is Upending Systems Research”, outlines ADRS as a practical framework for AI-driven algorithm discovery in systems, with case studies like multi-region cloud scheduling and MoE load balancing.

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