Litigation Specialist for AI Training

Join an innovative initiative to develop realistic enterprise environments for training and evaluating frontier AI agents. As a Litigation Expert, you will leverage your extensive experience from AmLaw 100 firms or Fortune 500 in-house litigation groups to recreate the digital workspaces you navigate daily. Your role will involve designing tasks that authentically challenge state-of-the-art AI, using your expertise in commercial, securities, IP, employment, or regulatory-enforcement litigation.

• Build a realistic digital workspace that reflects your daily use of Drive folders, including pleadings, motions, deposition summaries, discovery requests, exhibit lists, case chronologies, expert reports, and email threads, along with the platforms that support these tasks (e.g., Relativity / Nuix Discover, Westlaw / LexisNexis, Clio / MyCase).
• Design multi-step tasks based on your real workflows, structured around end-to-end matters (pre-litigation, pleadings, discovery, motions, trial/settlement, post-judgment) that require navigating multiple applications, files, and stakeholders, effectively challenging frontier AI agents.
• Collaborate with fellow litigation experts to design the environment, shape task scope, and review scenarios for realism and rigor.
• Work asynchronously with research teams to refine task designs and establish evaluation criteria for litigation agent benchmarks.
• Contribute to frontier AI research and benchmarking, with your work directly informing how leading labs train and evaluate the next generation of AI systems.

• JD and active bar admission.
• 3+ years of full-time litigation experience at an AmLaw 100 firm or Fortune 500 in-house litigation group.
• Expertise in one or more areas such as:
• Commercial / complex-commercial litigation
• Securities, consumer-class, or antitrust litigation
• IP litigation (patent, trademark, trade-secret)
• Employment / labor or discrimination litigation
• White-collar defense or regulatory enforcement (SEC, DOJ, CFTC, FTC)
• Proficient in the day-to-day use of Relativity (RelativityOne) / Nuix Discover, Westlaw / LexisNexis, and Clio / MyCase.
• Strong analytical thinking and writing skills, capable of translating litigation workflows into structured task specifications.

This project will initially offer an effective hourly rate, transitioning to a compensation model based on the throughput of quality work rather than a flat accruing hourly rate.

This opportunity is with a talent marketplace that connects top experts with leading AI labs and research organizations. Supported by notable investors, thousands of professionals contribute to projects that shape the next generation of AI systems.