Micro1 review · AI Training & Data Labeling
Lawyer/Legal Writer — AI Legal Writing Evaluation (micro1)
What the work involves
micro1 is engaging Lawyer/Legal Writers to evaluate AI-generated legal writing for a customer project training next-generation AI systems. This is an evaluative engagement: you assess and analyze written legal content rather than provide legal advice or representation. Your professional judgment about precise, qualified, audience-appropriate writing is the core value — recognizing confidently stated but unsupported writing is central. No prior AI experience is required.
The focus is on daily lawyer skills: discerning whether writing is properly qualified, pitched to the right audience (legal, regulatory, client, or public), and free from unwarranted overstatement. You'll evaluate AI responses against these standards, assigning quality scores with detailed rationales, flagging authoritative-sounding but imprecise or unsupported content, and detecting inconsistencies and inaccuracies. Work is async and independent, with collaboration on standards.
What you'll do
- Evaluate and compare multiple AI-generated responses to legal/technical prompts for clarity, tone, and instruction compliance
- Assign analytical quality scores and compose detailed rationales for each assessment
- Identify responses that sound authoritative but lack precision, contain overstatements, or present unsupported claims
- Detect inconsistencies, ambiguities, or factual inaccuracies in digital content
- Document findings meticulously in online review platforms
- Collaborate asynchronously with project managers and reviewers for consistenc
- Work independently while managing deliverables and deadlines
Requirements & eligibility
- English as a first language or fully equivalent written fluency
- Qualifying law degree from the US, Canada, UK, Ireland, Australia, or New Zealand
- Demonstrated experience drafting briefs, motions, memoranda, legal opinions, or regulatory submissions
- Background in reviewing, editing, or supervising legal writing by junior lawyers, trainees, or paralegals
- Strong ability to assess whether content is tailored appropriately for legal, regulatory, client, or public audiences
- Exceptional attention to detail, critical analysis, and written communication skills
- Experience with digital document review platforms or annotation tools is desirable; familiarity with model evaluation or RLHF is a plus
How to apply
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