Posts on what we actually think.
Essays on conformal prediction, social inflation, and where generative AI helps and where it doesn't. Written by the team.
AI as a Building Block in Insurance Analytics
Generative AI makes large, complex legal documents accessible to purpose-built predictive algorithms — when integrated correctly into the analytics pipeline.
Can You Trust LLMs to Predict the Outcome of an Insurance Claim?
Language models generate verbal predictions that sound sensible — but they were trained to sound logical, not to be mathematically sound.
Social Inflation and the Case for Early Escalation Detection
A claim lands on your desk. The initial reserve looks manageable. Eighteen months later, it settles at 4x the estimate.
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