{
  "id": 13021,
  "url": "https://arxiv.org/abs/2607.20709",
  "title": "NVIDIA-labs OO Agents: Native Python Object-Oriented Agents",
  "summary": "Traditional agent development is split across prompt templates, tool schemas, callback code, and workflow graphs. We present NVIDIA Object-Oriented Agents (NOOA), a model-agnostic Python framework for building reliable AI agents. NOOA takes a simpler approach: an agent is a Python object. Its methods are the actions the model can take, fields are its state, docstrings are its prompts, and its type annotations are contracts. A method whose code body consists of \"...\" is completed at runtime by an",
  "authors": "Paul Furgale, Severin Klingler, James Nolan, Matt Staats, Gaia Di Lorenzo, Elisa Martinez Abad",
  "category": "research",
  "topics": "agents-autonomy",
  "orgs": "nvidia",
  "regions": null,
  "published_at": "2026-07-21T20:00:00.000Z",
  "fetched_at": "2026-07-25T05:10:48.796Z",
  "source_slug": "hf-daily",
  "source_name": "HuggingFace Daily Papers",
  "source_homepage": "https://huggingface.co/papers",
  "ethics_ai_record_url": "https://ethics.ai/record/13021",
  "original_url": "https://arxiv.org/abs/2607.20709",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}