OpenAI and New arXiv Papers Show How Agents Are Reshaping Work

OpenAI says agents are enabling longer, more complex tasks across roles. Three new arXiv papers add a deeper picture: future gains may come from reusable skills, closed-loop experimentation, and tighter control of runtime costs.