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Meridial by Invisible Technologies has powered frontier AI training with human expertise for a decade, beginning with the foundational models that defined modern AI.
Engagements span a variety of domains, from medicine and law to software engineering, mathematics, and creative writing. If you have expertise in these areas, there's a place for it here.
Every engagement is scoped via a Statement of Work, so you see what's involved, what it pays, and length of the project before you commit. Work when it suits you, on the engagements that fit your expertise.*
Fill in your profile, indicate your skills, and complete a brief confirmation step.
Find engagements that match your expertise.
Sign Statement of Work and choose when you engage.
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Work on Meridial is project-based and carried out as an independent contractor. Rates are confirmed before you begin and payments are issued directly. You are responsible for your own tax obligations.
Meridial is an expert contractor marketplace powered by Invisible Technologies. We connect domain experts, in law, STEM, finance, coding, linguistics, safety, and other fields, with AI training projects that require specialized human knowledge and judgment.
Meridial is for subject matter experts across domains including law, medicine, coding, finance, creative writing, and others, who want to contribute and provide their services to frontier AI development.
Meridial experts provide critical feedback through traditional Reinforcement Learning from Human Feedback (RLHF) and Supervised Fine-tuning (SFT) processes like writing and answering prompts, evaluations, ranking responses, improving chain of thought reasoning, and red-teaming. Additionally, experts play a critical role in creating Reinforcement Learning (RL) environments, performing tasks like environment design, trajectory validation, judge model calibration, reward signal design, and edge case identification.
Experts create a profile, complete a brief confirmation step, and browse available opportunities for engagement. Those matched to a project sign a Statement of Work and contribute on their own schedule. There are currently 700+ engagements across 12 domains.
Meridial sources engagements directly from the labs building frontier AI, rather than operating as an open marketplace. Domain expertise is matched with specific projects, giving experts access to cutting-edge work from top frontier models and enterprises.
