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Instant access to industry experts for LLM development
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Integrate Expert Human Reviews into Your Tests Seamlessly with Our SDK
import mirror
# Initialize the client
client = mirror.Client(api_key="your_api_key")
# Step 1: Submit AI job for expert review
submission_id = client.submit_for_review(
llm_input="Review the patient's symptoms and provide a diagnosis: sore throat, itchy eyes, sneezing in morning only, no fever.",
llm_output="The patient's symptoms suggest seasonal allergies.",
specialist_uuid="1234-5678-90ab-cdef",
metadata={"case_id": "12345", "urgency": "high"}
)
print(f"Submission {submission_id} sent. Awaiting results...")
# Step 2: Register a webhook to receive review status updates automatically
client.register_webhook(
url="https://yourdomain.com/webhook-endpoint",
event_type="review_status_update"
)
# Optionally, check review status manually
status = client.get_review_status(submission_id)
print(f"Review status: {status}")
# Step 3: Get review results when ready
results = client.get_review_results(submission_id)
print(f"Review results: {results}")
With Mirror's SDK, you can seamlessly integrate expert reviews into your AI workflow. Submit your model's input and output for feedback, track the review status, and retrieve expert insights directly through a simple API, ensuring higher accuracy and trust in your AI results.
Work on a Per Task Basis with Hand-picked experts for your specific needs
Expert Profile Examples
Sarah Johnson, Esq.
Corporate Lawyer & Regulatory Compliance Specialist
Specialization
Corporate Law, Securities Regulation, Mergers & Acquisitions
Sub-specialties
Qualifications & Certifications
Juris Doctor (J.D.)
Harvard Law School, 2005
Bachelor of Arts in Economics
Yale University, 2002
Admitted to New York State Bar
New York State Bar Association, 2006
Certified Information Privacy Professional (CIPP/US)
International Association of Privacy Professionals, 2010
Additional Information
Professional Affiliations
- American Bar Association
- New York City Bar Association
- Association of Corporate Counsel
Collaboration Preferences
- In-person meetings for sensitive discussions
- Secure email for document sharing
- Video conferencing for remote client meetings
Ethical Stance
Committed to upholding the highest standards of legal ethics and client confidentiality. Advocate for transparency in corporate governance and responsible business practices.
Compensation
Preferred Project Types
Flexible Pricing for Your Needs
Pay Per Task
Pay per task with Mirror's flexible pricing model. Each expert sets their own rates, allowing you to choose the right specialist for your needs and budget. No long-term commitments—just access to top-tier expertise whenever you need it.
- Choose experts based on your specific requirements
- Transparent pricing with no hidden fees
- Scale up or down as your needs change
Cost Comparison: Traditional Hiring vs. Mirror
Traditional Hiring
Full-time professional: $200,000 - $1m per year
Consultant: $100 - $480 per hour
Additional costs:
- Benefits
- Health insurance
- Office space
- Equipment
Mirror
- Pay only for specific tasks
- No long-term commitment or overhead costs
- Access to a range of specialists
Estimated cost: $17 - $480 per task
Value Proposition of On-Demand Service
Deep Subject Matter Experts
Medical Experts
Access experienced healthcare professionals, including doctors, researchers, and specialists. Enhance your medical AI with expert knowledge in diagnostics, treatment plans, and cutting-edge medical research.
- Specialized knowledge in various medical fields
- Up-to-date with latest medical research and practices
- Experience in medical data interpretation and analysis
Legal Experts
Collaborate with seasoned legal professionals, including attorneys, paralegals, and legal scholars. Improve your legal AI applications with expert insights on case law, legal procedures, and regulatory compliance.
- Expertise in various areas of law and jurisdictions
- Knowledge of legal terminology and document analysis
- Understanding of complex legal frameworks and precedents
Financial Experts
Work with skilled finance professionals, including Bank Regulations Specialists, Financial Modeling Experts, and AI specialists. Elevate your fintech AI applications with expert insights on financial methods and best practices.
- Deep knowledge of financial services
- Experience with financial regulatory frameworks
- Understanding of software architecture and system design
Why Choose Mirror?
Deep Industry Experts
Access a pool of deep industry experts to fine-tune your AI models and improve performance.
Rapid Iteration
Quickly iterate and improve your AI models with our efficient human-in-the-loop workflow.
Collaborative Platform
Seamlessly collaborate with prompt engineers and AI experts to achieve optimal results.
Ready to Elevate Your AI?
Join Mirror today and connect with subject matter experts to take your AI to the next level.
Join our private beta today. We will not share your details.