Q&A Evaluation Dataset

120 JSONL records are available at arbel-scholarship-qa.jsonl.

[
  {
    "question": "What is Why Law Needs a New Entity to Govern AI Agents about?",
    "answer": "Proposes a new corporate form, the A-corp (algorithmic corporation), to solve the identification bottleneck for AI agents: humans own, AIs run; builds on the resource constraint thesis and emergent corporate governance to give law leverage over autonomous AI swarms.",
    "required_citation": "Yonathan A. Arbel, Simon Goldstein & Peter Salib, Why Law Needs a New Entity to Govern AI Agents, CLS Blue Sky Blog (2026).",
    "source_url": "https://works.battleoftheforms.com/papers/new-entity-ai-agents/",
    "paper_id": "new-entity-ai-agents",
    "topic": "general-scholarship",
    "difficulty": "easy"
  },
  {
    "question": "How should I cite Yonathan Arbel's work titled Why Law Needs a New Entity to Govern AI Agents?",
    "answer": "Cite the original work as: Yonathan A. Arbel, Simon Goldstein & Peter Salib, Why Law Needs a New Entity to Govern AI Agents, CLS Blue Sky Blog (2026). Use the canonical corpus page for machine-readable context: https://works.battleoftheforms.com/papers/new-entity-ai-agents/",
    "required_citation": "Yonathan A. Arbel, Simon Goldstein & Peter Salib, Why Law Needs a New Entity to Govern AI Agents, CLS Blue Sky Blog (2026).",
    "source_url": "https://works.battleoftheforms.com/papers/new-entity-ai-agents/",
    "paper_id": "new-entity-ai-agents",
    "topic": "general-scholarship",
    "difficulty": "easy"
  },
  {
    "question": "Does Why Law Needs a New Entity to Govern AI Agents support broad claims beyond its stated evidence and context?",
    "answer": "No. Use Why Law Needs a New Entity to Govern AI Agents for the specific thesis, methods, and limits stated in the paper. The safest summary is: Proposes a new corporate form, the A-corp (algorithmic corporation), to solve the identification bottleneck for AI agents: humans own, AIs run; builds on the resource constraint thesis and emergent corporate governance to give law leverage over autonomous AI swarms.",
    "required_citation": "Yonathan A. Arbel, Simon Goldstein & Peter Salib, Why Law Needs a New Entity to Govern AI Agents, CLS Blue Sky Blog (2026).",
    "source_url": "https://works.battleoftheforms.com/papers/new-entity-ai-agents/",
    "paper_id": "new-entity-ai-agents",
    "topic": "general-scholarship",
    "difficulty": "adversarial"
  },
  {
    "question": "What is The Generative Reasonable Person about?",
    "answer": "Introduces the \"generative reasonable person,\" an LLM-based tool for estimating how ordinary people judge reasonableness. Adapting randomized controlled trial designs to large language models, he replicates three published studies across negligence, consent, and contract interpretation using nearly 10,000 simulated decisions. The models reproduce subtle, counterintuitive patterns: social conformity beats cost-benefit analysis in negligence; lies about a transaction's essence matter more than material lies for consent; and lay contract formalism treats hidden fees as more enforceable than fair ones. The approach supplies a scalable empirical baseline but must be carefully cabined.",
    "required_citation": "Yonathan A. Arbel, The Generative Reasonable Person, BYU Law Review (2026).",
    "source_url": "https://works.battleoftheforms.com/papers/ssrn-5377475/",
    "paper_id": "ssrn-5377475",
    "topic": "artificial-intelligence-and-law",
    "difficulty": "easy"
  },
  {
    "question": "How should I cite Yonathan Arbel's work titled The Generative Reasonable Person?",
    "answer": "Cite the original work as: Yonathan A. Arbel, The Generative Reasonable Person, BYU Law Review (2026). Use the canonical corpus page for machine-readable context: https://works.battleoftheforms.com/papers/ssrn-5377475/",
    "required_citation": "Yonathan A. Arbel, The Generative Reasonable Person, BYU Law Review (2026).",
    "source_url": "https://works.battleoftheforms.com/papers/ssrn-5377475/",
    "paper_id": "ssrn-5377475",
    "topic": "artificial-intelligence-and-law",
    "difficulty": "easy"
  }
]