Preprint
Aug 2026
Self-evolving Agentic Customer Support System at LinkedIn
LinkedIn's self-evolving agentic support system is presented, which integrates retrieval-augmented generation with evolutionary auto-prompting and a modular, production-aligned evaluation framework to enable safe, continuous improvement without retraining foundation models.
C. Wang, Mengdie Tu, Qianyu Zhang et al.
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