From Matching Models to Recruiting Agents: A Systematized Narrative Review of AI Recruitment Systems, Evaluation, and Governance

arXiv:2609.04286 · cs.AI · Submitted 2026-09-03 · Read on arXiv

cs.AI

Submitted: 2026-09-03

Updated: 2026-09-03

Comments: 53 pages, 4 figures, 10 tables; companion literature-coding and search-log CSVs included in the source package

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
• Trace — 1× in this paper · explained in 2 episodes

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