Have you ever heard of Xval?

Three Easy Ways to Use AI as an Actuary

How should actuaries go about designing a multi-agent system with RAG, vector embeddings, finetuning layers, multimodal fusion, token optimization, federated learning and attention mechanisms? They shouldn't.