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Cheng-Xi Zang

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#artificial intelligence Preprint Aug 2026

Using Grounded Theory for Agent Behavior Analysis at Scale

This work proposes AutoTraceGT (Automated Trace analysis through Grounded Theory), the first multi-agent pipeline that automates grounded theory on agent trajectories and suggests Grounded Theory offers a scalable analytic tool for ML researchers and agent developers studying what agents actually do.

Zhuoran Lu, Yang-Yang Yu, Zhuoyan Li et al. · 0 citations