An EnCompass program specifies an agent workflow, which is compiled into a search space object, and inference-time scaling is accomplished through search over the nondeterministic execution paths of the agent workflow. Credit: arXiv (2025). DOI: 10.48550/arxiv.2512.03571 Whether you're a scientist brainstorming research ideas or a CEO hoping to automate a task in human resources or finance, you'll find that artificial intelligence (AI) tools are becoming t