Monte Carlo #51 – Jeremy Epstein: Insuring AI's Authority to Act

Everyone's pricing AI as a headline risk. Jeremy Epstein thinks that's the wrong question entirely — the risk isn't that a company uses AI, it's what authority they've quietly handed it to act without anyone watching. He left underwriting for venture, watched every pitch deck turn into "AI-native law firm," and built Mayflower Specialty to insure the gap nobody else is pricing.WHAT YOU'LL LEARN:Why "AI" as a noun tells you nothing about the risk — and what to ask insteadHow a five-person team is underwriting exposure for organisations backed by AA-rated capitalThe line between AI drafting a suggestion and AI shipping it unsupervised — and why that line is the whole policyWhy standards like NIST and ISO 42001 are becoming the difference between insurable and uninsurableWhat building "from zero" in the AI era actually looks like versus retrofitting a legacy insurerEveryone's pricing AI as a headline risk. Jeremy Epstein thinks that's the wrong question entirely — the risk isn't that a company uses AI, it's what authority they've quietly handed it to act without anyone watching. He left underwriting for venture, watched every pitch deck turn into "AI-native law firm," and built Mayflower Specialty to insure the gap nobody else is pricing.WHAT YOU'LL LEARN:Why "AI" as a noun tells you nothing about the risk — and what to ask insteadHow a five-person team is underwriting exposure for organisations backed by AA-rated capitalThe line between AI drafting a suggestion and AI shipping it unsupervised — and why that line is the whole policyWhy standards like NIST and ISO 42001 are becoming the difference between insurable and uninsurableWhat building "from zero" in the AI era actually looks like versus retrofitting a legacy insurerEPISODE LINKS:Jeremy's LinkedIn: https://www.linkedin.com/in/jaepstein00002/Mayflower Specialty: https://mayflowerspecialty.com/OUTLINE & TIMESTAMPS:00:00 Meet Jeremy & the Idea Behind AI Insurance00:52 Building an AI-Native Insurance Business02:08 Running an MGA With Just Five People03:02 When Does AI Stop Replacing Headcount?03:52 The Real Risk: What You Let AI Do05:05 Underwriting AI Deployment06:05 AI Isn’t Just Software Anymore07:05 What Traditional Insurers Can Learn From AI-Native Firms07:42 Final Thoughts