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Scale at ICML 2026

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Imitation Learning for Multi-turn LM Agents via On-policy Expert Corrections

Speakers
  • Brad Kenstler — Director, Agent Capabilities and Environments
Time

Wed, Jul 8, 2026 • 2:30 PM – 4:15 PM KST · HALL A #703

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VeRO: An Evaluation Harness for Agents to Optimize Agents

Speakers
  • Varun Ursekar — Machine Learning Research Engineer
  • Apaar Shanker — Sr. Machine Learning Research Engineer
  • Veronica Chatrath — Machine Learning Product Manager
Time

Tue, Jul 7, 2026 • 2:00 PM – 3:45 PM KST · HALL A #1810

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Coverage, Not Averages: Semantic Stratification for Trustworthy Retrieval Evaluation

Speakers
  • Andrew Klearman — Applied AI Engineer
Time

Tue, Jul 7, 2026 • 2:00 PM – 3:45 PM KST · HALL A #4307

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Online Rubrics Elicitation from Pairwise Comparisons

Speakers
  • Yunzhong He — Head of Post-Training & Eval Research
  • Feyza Akyurek — Research Scientist
Time

Thu, Jul 9, 2026 • 10:30 AM – 12:15 PM KST · HALL A #114

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SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

Speakers
  • Yannis He — AI Product Manager, Scale AI
  • Miguel Romero Calvo
  • Brad Kenstler — Director, Agent Capabilities and Environments
Time

Thu, Jul 9, 2026 • 10:30 AM – 12:15 PM KST · HALL A #4624

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SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences?

Speakers
  • Madhu Sehwag — Security and Policy Research Lead
Time

Thu, Jul 9, 2026 • 2:30 PM – 4:15 PM KST · HALL A #1500

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RubricRobustness: A Simple Framework for Evaluating the Robustness of Rubrics-Based Benchmarks

Speakers
  • Manasi Sharma
Time

Thu, Jul 9, 2026 • 10:30 AM – 12:15 PM KST · HALL A #3605

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ROK-FORTRSS

Speakers
  • Madhu Sehwag
Time

Workshop: Thu, Jul 9, 2026 • 4:00 PM – 1:00 AM PDT · ROOM 317

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ARCA: Adapter-Residual Credit Assignment When Token Signals Degenerate

Speakers
  • Rodney Lafuente-Mercado
Time

Workshop: Fri, Jul 10, 2026 • 4:00 PM – 1:00 AM PDT · ASEM Ballroom 203

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