Micro1 review · AI Training & Data Labeling
AI Legal Fellow — Litigation & Motion Practice (micro1)
What the work involves
The Winning Motion, a part-time AI fellowship, is seeking accomplished litigators to help train and evaluate frontier AI models on legal advocacy — the challenge of turning sound legal analysis into persuasive motion practice. Fellows review and evaluate AI-generated motions, identifying what separates competent writing from exceptional advocacy, and help develop the standards and training data that improve how AI systems frame arguments, use authority, organize facts, and exercise persuasive judgment. No prior AI experience is required.
The bar is explicit: fellows must have substantial federal civil litigation experience and a documented record of at least three motions won, with court orders or docket entries as verification. Your work covers simulated motion drafting and briefing, expert assessment of AI litigation responses, creation of objective evaluation frameworks and grading criteria, and close collaboration with product and research teams to refine data, guidelines and best practices for AI-driven litigation support.
What you'll do
- Perform simulated motion drafting, briefing, and litigation strategy exercises
- Review and assess AI responses to litigation scenarios with expert feedback
- Create objective evaluation frameworks and grading criteria for litigation AI tasks
- Collaborate with product and research teams to refine data, guidelines and best practices
Requirements & eligibility
- Substantial experience litigating civil matters in federal court, including motion practice, briefing, case strategy
- A record of at least 3 motions won in federal civil litigation, with supporting documentation (court orders or docket entries)
- Exceptional written and verbal communication skills with meticulous attention to detail
- Strong analytical capabilities translating legal expertise into actionable AI feedback
- Demonstrated commitment to innovation at the intersection of law and technology
- Experience working with cross-disciplinary teams in fast-paced environments
How to apply
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