Micro1 review · AI Training & Data Labeling
Personal Injury Lawyer — AI Legal Reasoning Evaluation (micro1)
What the work involves
micro1 is engaging experienced U.S.-licensed personal injury lawyers to help train advanced AI systems on legal reasoning and accuracy in personal injury and civil litigation. This is an evaluative engagement: you assess and analyze personal-injury work rather than provide advice or representation. You'll review legal scenarios to identify the key issues, assess liability and apply sound legal judgment, then review AI-generated analyses, arguments and documents for accuracy and completeness.
The value is your ability to catch what a practitioner would spot at once — the wrong liability standard, the unsupported damages claim, the conclusion the reasoning does not support — and to write the structured feedback that corrects it. Contractor role, fully remote, US-based personal injury lawyers only. No prior AI experience is required — your domain knowledge is what matters.
What you'll do
- Analyze legal scenarios to identify the key issues, assess liability and apply sound legal judgment
- Review AI-generated personal-injury analyses, arguments and documents for accuracy and completeness
- Identify legal errors, missing information and weaknesses in the model's reasoning
- Provide clear, structured feedback and corrections that improve the AI's output
Requirements & eligibility
- J.D. from a U.S. law school
- Active bar license in at least one U.S. state
- More than three years of practicing law, preferably in personal injury or civil litigation
- Strong legal reasoning, issue-spotting and document review skills
- Excellent written English and attention to detail; able to work independently as a remote contractor
- Remote, US-based only
How to apply
Applications go directly to micro1. Read their terms before you sign up — and if anything feels off, run the scam check below first.
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