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$100 - $150/hourpayLegal ReasoningLitigation & Practice ExpertiseAnalytical RigorCalibration in Ambiguous CasesLegal WritingCommunication Precisionmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Litigator / Practicing Attorney Role Type: Contractor Location: Remote, US only. micro1 is engaging Litigator / Practicing Attorneys to contribute expertise to a customer project focused on the intersection of law and emerging technology. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work • Apply legal reasoning and litigation experience to evaluate, refine, and enhance AI-generated legal content, such as briefs, arguments, and memos., • Review and assess AI outputs for factual and legal accuracy, analytical rigor, and adherence to professional standards., • Provide detailed, written feedback identifying errors, logical inconsistencies, and areas for improvement in legal responses., • Contribute expert judgment on ambiguous or complex edge cases, informing model calibration for nuanced legal issues., • Draft or edit sample legal language and arguments to strengthen model understanding of varied litigation and practice scenarios., • Collaborate asynchronously with a cross-functional project team, incorporating iterative feedback and delivering clear written communication. Preferred Qualifications • JD degree from an ABA-accredited U.S. law school and active license in good standing in at least one U.S. jurisdiction., • 3–15 years of post-JD legal experience, with a strong preference for trial, appellate, or litigation specialists., • Judicial clerkship experience at the federal or state level (trial or appellate courts) is highly valued., • Proven expertise in legal writing, with experience as a law journal editor or published legal author considered a plus., • Substantial trial experience, federal court admissions, or appellate practice background enhances your candidacy., • Demonstrated ability to communicate complex legal concepts with clarity, precision, and professionalism., • Prior instruction or teaching experience in legal education (law school faculty, adjunct, lecturer, or fellow) is desirable.

Penn State University is seeking a part-time lecturer for the Department of English, starting May 2026, to teach in-resident writing courses.Candidates should hold a Master's degree or higher in a related field and demonstrate a commitment to diversity and inclusion.This is a non-tenure track appoin

The University of North Texas at Dallas is seeking a full-time Lecturer in Political Science starting in Spring 2026.The successful candidate will teach four courses per semester and lead the development of the Political Science program.Key responsibilities include curriculum development, support fo

A well-respected university in Texas is inviting applications for part-time lecturer positions in the Department of English, starting May 2026.The role involves teaching in-resident writing courses, with the expectation of teaching one to two courses per semester.The ideal candidate must hold a Mast