Author Archives: davesutton19

AI Conversation You’re exactly right — AI Assistants and Agentic AI show similar failure modes, but they arise from different structural causes. Understanding the distinction is crucial, because it explains why both systems drift, narrow options, and amplify errors — and why the risks compound when they are used together in government, NHS, or regenerationContinue reading “Safeguarding AI”

A simple automated review of the NHS 10 Year Plan The NHS Strategy doesn’t contain Principles, Policies and Strategic Actions required to analyse a Strategy. The system has therefore derivde them from the NHS document NHS 10 Year Health Plan: Principles, Policies, and Strategic Actions Derived directly from “Fit for the Future” — 10 YearContinue reading “NHS + Federated Data Platform”

THE WEAVERS AND THE WEB A Story of A and I, the Golden Network, and the Art of Making With songs, images and annotations David Sutton  CITP MBCS Southport Innovation Centre  |  March 2026 A Note on This Story This story was not written in a single session. It grew, the way the networks itContinue reading “The Weavers of Life”

This is a training project designed to demonstrate the ability of AI Assistants to generate major Strategies, Visions and Policy documents. The full knowledge base needed to generate this document is held on Obsidian. It holds all the training materials and other related documents. Below is the UK Industry 4 Vision. The format was determinedContinue reading “UK Transformation”

RESILIENCE & AI TRANSFORMATION KNOWLEDGE BASE (examples) Version 1.3 0. Purpose & Scope This Knowledge Base provides a unified framework for governing: It is structured across three interconnected layers: Together, these layers ensure the organisation is prepared for strategic shocks, continuous improvement, and operational resilience. 1. EXECUTIVE LAYER 1.1 Executive Summary Organisations now operate inContinue reading “AI Transition and Resilience Knowledge Base”

how could the UK transform its major services including The NHS, Utilities and Local Government, plus The High Street. How can it also rejuvenate the economy and become a world leader in services rejuvenation. Base the answer on the attached Knowledge base Based on the BCS Knowledge Base, here’s a comprehensive strategy for transforming theContinue reading “UK Transformation”

This project is the result of numerous attempts to create a montage of fractal graphics Each fractal was created by combining numerous fractal images in layers. They were then combined to create a montage. This was then duplicated and transformed using digital art and AI. The two images were them combined and transformed again usingContinue reading “River of Life”

We are now going to consider AISDO and the Securing the UK’s Future in Business Systems. If we had to cover one imperative for the UK, what would we choose ? Let us now consider one action the UK can take to facilitate becoming world leaders in AI Business Systems Delivery and safeguard industry fromContinue reading “National AI Support and Governance”