AI-Driven Research for Systems
Harnessing AI to automatically discover, optimize, and evolve algorithms for real-world systems — from cloud infrastructure to LLM serving.
13x
Speedup in load balancing
35%
Cost savings in cloud scheduling
13
Case studies published
4
Frameworks benchmarked
What is ADRS?
AI-Driven Research for Systems (ADRS) uses AI to automatically design, optimize, and reason about complex algorithms. Instead of treating systems as a “black box,” ADRS rewrites their core algorithms as a “white box” — discovering solutions that outperform human experts.
Latest Blog Posts
Recent case studies from the ADRS blog
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