From Matching Models to Recruiting Agents: AI's Role in Modern Recruitment

The study traces the evolution of AI in recruitment, highlighting the shift from profile matching to multi-stage workflows supported by tool-using recruiting agents.

AI systems now handle complex recruitment workflows, from evidence retrieval to candidate comparison.

The integration of LLMs and tool-using agents is transforming recruitment processes.

The review underscores the need for robust evaluation and governance in AI recruitment systems.

Source: https://arxiv.org/abs/2609.04286