Waves
AI
Patents
+10
Strategic Thinking
Analysis
Trademark
Reasoning
Litigation
English
Training
Make
Flexible
IP Litigation
Ask a model to assess patentability and it reasons smoothly, then treats an abstract idea as eligible subject matter, waves past the closest prior art, and construes a claim in a way no examiner would accept.
Contracts
AI
Reasoning
+8
Operations
Management
English
Training
Make
Flexible
Legal Operations
Contract Drafting
Give a model a contract to redline and it produces clean-looking edits that quietly leave an obligation with no trigger, a defined term used two different ways, and a cross-reference pointing at the wrong section. The one-sided indemnity survives untouched.
Compliance
Reporting
AI
+10
Analysis
Interpretation
Reasoning
English
Training
Make
Flexible
Regulatory Analysis
Policy Interpretation
Regulatory Affairs
Ask a model about a regulatory obligation and it answers with confidence, then cites a rule that was superseded two years ago, blurs the line between binding regulation and informal guidance, and applies a European regime to a US filing. Reporting thresholds come out wrong.
Tax
Logic
AI
+10
Governance
Reasoning
English
Training
Make
Flexible
Corporate Governance
Deal Structuring
Risk Allocation
Capital Markets
Hand a model a merger agreement and it summarizes it fluently, then misses that the indemnification cap swallows the escrow, that a closing condition has no matching covenant, and that the chosen deal structure triggers a tax result no client would accept.
Litigation
AI
Strategic Thinking
+12
Reasoning
Precision
Paralegal
Research
Writing
English
Training
Make
Flexible
Motion Practice
Litigation Strategy
Legal Research
Ask a model to brief a motion and it hands back something that reads like a real filing, then cites three cases that do not exist and misstates the standard of review on a fourth. The procedural posture drifts, the deadline math is off, and the local rules are ignored.
Healthcare
Compliance
HIPAA
+11
Authorization
AI
Reasoning
English
Training
Make
Flexible
Healthcare Compliance
Regulatory Compliance
Compliance Review
HIPAA Compliance
A model will answer a compliance question with confidence and still point you toward a HIPAA violation: a disclosure with no authorization, a retention rule from the wrong state, a Stark or anti-kickback trap it never sees.
Paralegal
Litigation
AI
+9
Research
Reasoning
English
Training
Make
Flexible
Legal Research
Document review
Citation Checking
A model will draft a cite-check that looks airtight and still miss that the case was overruled, point to the wrong treatment, and quietly invent a pin cite. In litigation those errors do not stay small. Catching them before they reach a filing is exactly what a paralegal does.
Analysis
AI
Reasoning
+11
Contracts
JD
Research
Writing
English
Training
Make
Flexible
Legal Research
Legal Reasoning
Case Analysis
Models produce fluent legal analysis that is often subtly wrong: invented citations, misapplied precedent, and jurisdictional confusion. A plausible wrong answer in law has real consequences.
Analysis
AI
Reasoning
+11
Contracts
JD
Research
Writing
English
Training
Make
Flexible
Legal Research
Legal Reasoning
Case Analysis
Models produce fluent legal analysis that is often subtly wrong: invented citations, misapplied precedent, and jurisdictional confusion. A plausible wrong answer in law has real consequences.
AI
Litigation
Motion Practice
+12
Analysis
Writing
Training
Strategic Thinking
Precision
Consistency
Research
Microsoft Teams
Documentation
Communication
Legal Research
Legal Writing
Job Summary: We are seeking accomplished litigators to join The Winning Motion, a part-time AI fellowship focused on advancing the quality of AI-generated legal advocacy.
Analysis
AI
Writing
+12
Compliance
Precision
English
Editing
Communication
Annotation
RLHF
Professional Judgment
Legal Writing
Attention to Detail
Written communication
Communication Skills
Role Title: Lawyer/Legal Writer Role Type: Contractor Location: Remote micro1 is engaging Lawyer/Legal Writers to participate in an evaluation and analysis opportunity focused on advanced AI system development for a customer project.
We are partnering with a leading legal AI company to benchmark how well AI systems answer real questions of UK law. We are hiring experienced corporate/M&A lawyers to serve as expert reviewers — running the same prompts through two AI platforms, comparing the answers, and…
We are partnering with a leading legal AI company to benchmark how well AI systems answer real questions of German law. We are hiring experienced corporate/M&A lawyers to serve as expert reviewers — running the same prompts through two AI platforms, comparing the answers, and…
We are hiring experienced corporate/M&A lawyers to serve as expert reviewers — running the same prompts through two AI platforms, comparing the answers, and scoring them against a standardized rubric.
Litigation
AI
French
+6
Communication
Logistics
Confidentiality
AI Platforms
Written Feedback
Written communication
We are hiring experienced litigation & disputes lawyers to serve as expert reviewers — running the same prompts through two AI platforms, comparing the answers, and scoring them against a standardized rubric.
AI
Spanish
Communication
+6
Logistics
Confidentiality
AI Platforms
Written Feedback
Attention to Detail
Written communication
We are partnering with a leading legal AI company to benchmark how well AI systems answer real questions of Spanish law. We are hiring experienced in-house counsel to serve as expert reviewers — running the same prompts through two AI platforms, comparing the answers, and…
AI
German
Communication
+6
Logistics
Confidentiality
AI Platforms
Written Feedback
Attention to Detail
Written communication
We are partnering with a leading legal AI company to benchmark how well AI systems answer real questions of German law. We are hiring experienced in-house counsel to serve as expert reviewers — running the same prompts through two AI platforms, comparing the answers, and scoring…
Portuguese
Training
AI
+12
Management
Flexible
Analysis
Contracts
Annotation
Onboarding
Calibration
Interpretation
Contract Review
English
Data Annotation
Assurance
We are looking for Legal Annotators to support the training and evaluation of AI capabilities for contract management platforms in Portuguese (Portugal).
Polish
Training
AI
+12
Management
Flexible
Analysis
Contracts
Annotation
Onboarding
Calibration
Interpretation
Contract Review
English
Data Annotation
Assurance
We are looking for Legal Annotators to support the training and evaluation of AI capabilities for contract management platforms in Polish.
Italian
Training
AI
+12
Management
Flexible
Analysis
Contracts
Annotation
Onboarding
Calibration
Interpretation
Contract Review
English
Data Annotation
Assurance
We are looking for Legal Annotators to support the training and evaluation of AI capabilities for contract management platforms in Italian.
AI
Contracts
Research
+12
Analysis
Confidentiality
JD
Compliance
Communication
Management
Operations
Legal Documents
Legal Research
Document Analysis
Contract Drafting
Risk Management
micro1 is selecting Lawyers to contribute valuable legal expertise to a customer’s project focused on reviewing and drafting legal documents. In this role, you'll apply your expertise to help train next-generation AI systems.
Dutch
Training
AI
+12
Management
Flexible
Analysis
Contracts
Annotation
Onboarding
Calibration
Interpretation
Contract Review
English
Data Annotation
Assurance
We are looking for Legal Annotators to support the training and evaluation of AI capabilities for contract management platforms in Dutch.
Research
Microsoft Teams
AI
+12
Training
MATCH
Writing
Compliance
Communication
Reasoning
Litigation
Management
AI Training
Professional Experience
Written communication
Corporate Law
The research teams behind the best-known AI models come to Mercor for legal judgment they can't generate on their own. Your standards and expertise become the rubric that frontier AI is graded against.
Research
Microsoft Teams
AI
+10
Training
MATCH
Litigation
Communication
Reasoning
Compliance
Analysis
AI Training
Professional Experience
Written communication
The research teams behind the best-known AI models come to Mercor for legal judgment they can't generate on their own. Your standards and expertise become the rubric that frontier AI is graded against.
