AI glossary for insurance

The glossary defines the AI terms insurance professionals actually meet — large language models, retrieval-augmented generation, agentic AI, model governance and more — in plain English. Every term carries an insurance-specific example and a difficulty level, so readers can learn in context rather than in the abstract.

Terms in the glossary

• AI Model (Beginner)
• Agentic AI (Specialist)
• AlexNet (Specialist)
• Algorithm (Beginner)
• Algorithmic Bias (Intermediate)
• Alignment (Specialist)
• Artificial General Intelligence (AGI) (Intermediate)
• Artificial Intelligence (AI) (Beginner)
• BERT (Bidirectional Encoder Representations from Transformers) (Specialist)
• CI/CD (Intermediate)
• CUA (Specialist)
• Canary Deployment (Intermediate)
• Chunking (Intermediate)
• Context Window (Intermediate)
• Data Lakehouse (Specialist)
• Deep Learning (Beginner)
• DeepSeek (Specialist)
• DevSecOps (Intermediate)
• Embedding Model (Intermediate)
• Explainable AI (XAI) (Intermediate)
• F1 Score (Specialist)
• Feature Engineering (Specialist)
• Feature Store (Specialist)
• Fine Tuning (Specialist)
• Foundation Model (Intermediate)
• Functions App (Intermediate)
• GCSE Method for Prompting (Beginner)
• GEO (Intermediate)
• GPT (Generative Pre-trained Transformer) (Specialist)
• GPU (Intermediate)
• Gemini (Specialist)
• Hallucination (Intermediate)
• Human-in-the-loop (HITL) (Intermediate)
• Inference (Intermediate)
• LLaMA (Large Language Model Meta AI) (Specialist)
• Large Language Model (LLM) (Intermediate)
• MCP Server (Specialist)
• ML Ops (Intermediate)
• MLflow (Specialist)
• Meta Prompting (Specialist)
• Mistral (Specialist)
• Model Deployment (Intermediate)
• Model Drift (Specialist)
• Model Selection (Intermediate)
• Natural Language Processing (NLP) (Beginner)
• Neural Network (Intermediate)
• Notebook LM (Intermediate)
• OpenClaw (Specialist)
• Orchestration Agent (Specialist)
• PaLM (Pathways Language Model) (Specialist)
• Parameters (Intermediate)
• Reinforcement Learning (RL) (Specialist)
• Responsible AI (Intermediate)
• Retrieval Augmented Generation (RAG) (Intermediate)
• Super Agent (Specialist)
• Supervised Learning (Beginner)
• System Prompting (Specialist)
• TPU (Intermediate)
• Terraform (Specialist)
• Token (Beginner)
• Transformer (Specialist)
• Unsupervised Learning (Specialist)
• Utility Agent (Intermediate)
• World Model (Intermediate)

Published by Filip Wuebbeler · About LimeStreetLab · Content current as of 2026-08-09.