What the work involves
You will be given model outputs on civil rights questions and asked to judge them the way you would judge a junior associate's memo. Typical tasks include rating two competing responses on a qualified-immunity analysis, rewriting a flawed answer into a correct one with citations, or authoring original prompt-and-answer pairs that probe where models tend to fail — conflating disparate impact with disparate treatment, missing the state-action requirement, hallucinating circuit splits, or citing vacated authority. Some projects ask for structured rubric scores across accuracy, citation validity, jurisdictional precision, and completeness; others ask for a written critique explaining exactly where the reasoning breaks.
Expect real doctrinal weight. A single item can involve Monell liability against a municipality, exhaustion under the PLRA, or the interaction between Title VII and state fair-employment statutes. Reviewers who write "this is wrong" without pinpointing the error rarely stay on projects.
What the platform screens for
- Verifiable credentials. JD, active or recently active bar admission, and a demonstrable civil rights practice history — litigation, agency enforcement, impact work, or defense-side.
- Depth under follow-up. micro1's screen is AI-led and conversational; it will push past your first answer on a doctrinal point to see whether the knowledge is yours.
- Citation discipline. Whether you check authority rather than recognize it, and whether you flag good-law problems.
- Calibration. Consistent, defensible scoring — not uniformly harsh or uniformly generous.
Logistics
Fully remote and asynchronous. Most contributors work in blocks of 5–15 hours per week against rolling deadlines, though project intensity varies and some engagements ask for a short burst of higher availability. Work is contractor-based, paid per hour or per accepted task depending on the project. Rates observed on this platform for civil rights specialists span roughly $140–400/hr; placement within that band tracks seniority, subspecialty scarcity, and project budget, and is not guaranteed.