AI Insights (update)

Published 10 February 2025

Last updated 4 November 2025 — See all updates

Change made: AI Insights: RAG Systems published

AI Insights: Introduction

AI Insights: Generative AI

AI Insights: Synthetic Data

AI Insights: Prompt Engineering

AI Insights: Prompt Risks

AI Insights: Agentic AI

AI Insights: Agentic RAG

AI Insights: Agentic Workflow

AI Insights: Integrated Agents

AI Insights: AI Coding Assistants for developers in HMG

AI Insights: Using AI to manage the digital heap

AI Insights: RAG Systems

Details

This series complements the AI Playbook for the UK Government and its training resources by focusing on technical topics that were not discussed in the playbook. It explains the terminology and concepts around AI and machine learning (ML), and provides practical advice on how to implement AIsolutions in the public sector.