In this episode, we dive into LinkedIn’s use of AI agents for hiring, Oracle’s clinical AI agent, and review three papers on AI agents in knowledge work, including applications in machine learning and software engineering.

Papers covered:

• (03:56 - 07:07) WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks by Léo Boisvert et al.
• (07:08 - 10:12) SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning by  ...