Insurance Professionals - AI Residency (Part-time) | Frontier AI Research

The Opportunity

AI is rapidly becoming embedded into core insurance workflows — from investment portfolio management and underwriting decisions to actuarial modeling and regulatory capital analysis. This residency is designed for insurance professionals who want early, practical exposure to how advanced AI systems are built, evaluated, and improved in the context of carrier operations and insurance finance.

You will:

• Construct expert benchmarks: Build and validate real-world underwriting cases, actuarial analyses, and investment frameworks used to evaluate frontier AI systems.
• Stress-test model reasoning: Diagnose weaknesses in AI-generated insurance analyses, identifying where logic, assumptions, or domain intuition fail.
• Design frameworks: Translate how insurance professionals evaluate risk, price policies, manage general account portfolios, and model liabilities into problems that push the limits of AI reasoning.
• Compare human vs. machine judgment: Systematically evaluate divergence between professional insurance judgment and AI outputs across investments, underwriting, and actuarial contexts.

Why This Experience Is Valuable

• You will be among the first insurance professionals to work directly on how frontier AI models reason about carrier operations, risk selection, and insurance finance.
• A distinctive profile for anyone who wants to sit at the intersection of insurance and AI — whether at a carrier, an AI company, or building something themselves.
• Hands-on exposure to how AI is reshaping insurance workflows, from underwriting and pricing to portfolio management, reserving, and capital modeling.

Residency Structure

• Commitment: 15+ hours/week, flexible scheduling
• Location: Remote globally, or in-person if based in London or San Francisco
• Compensation: Paid professional engagement
• Start date: Immediate / Rolling