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arXiv — cs.AI

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ROAR: Unifying Runs across Heterogeneous AI-Driven Research Systems

Each run of an AI-driven research system (ADRS) is an expensive search over a vast solution space, and dependable evaluation requires many runs, making run data both costly to produce and valuable to retain for large-scale analysis. Yet this data remains fragmented: teams…

arXiv — cs.AIBy: Leo Y. Lin, Vishakha Ramani, Z. Berkay Celik, Paul Castro, Marquita EllisOctober 6, 2026 (Oct 6)
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AI Summary & Key Takeaways

  • Each run of an AI-driven research system (ADRS) is an expensive search over a vast solution space, and dependable evaluation requires many runs, making run data both costly to produce and valuable to retain for large-scale analysis
  • Yet this data remains fragmented: teams…
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ROAR: Unifying Runs across Heterogeneous AI-Driven Research Systems

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