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ResearchSeptember 23, 2026

From Offline Proxies to Online Decisions: A Layered Engagement Evaluation Framework for Conversational AI

arXiv:2609.25408v1 Announce Type: new Abstract: Online A/B experiments are the decision standard for user engagement, but traffic and readout time limit how many conversational-AI changes can be tested. We ask whether an offline signal designed to be computable without…

Xuanyi Li, Vaskar Nath, Hossein Amirkhani, Jay Li, Alex Deng·arXiv — cs.AI
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  • 01.arXiv:2609.25408v1 Announce Type: new Abstract: Online A/B experiments are the decision standard for user engagement, but traffic and readout time limit how many conversational-AI changes can be tested
  • 02.We ask whether an offline signal designed to be computable without…

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