Blog Posts

281 articles on Medium covering Wardley Mapping, AI, Government, and Technology.

Medium Profile Prompt Engineering GenAI Economics


Table of contents

  1. Posts by Year
    1. 2026 (2 posts)
    2. 2025 (58 posts)
    3. 2024 (76 posts)
    4. 2023 (96 posts)
    5. 2017 (10 posts)
    6. 2016 (4 posts)
    7. 2015 (17 posts)
    8. 2014 (18 posts)

Posts by Year

2026 (2 posts)

2025 (58 posts)

Date Title
2025-12-23 ArcKit v0.9.1 — The Complete AI Toolkit for Enterprise Architects
2025-12-08 The Complete Open Source Stack for G-Cloud Suppliers
2025-11-17 The New Influencer on the Street
2025-11-10 You will need to install Mermaid into your own development environment, until…
2025-11-09 Bringing Wardley Maps to Mermaid: A Journey from Idea to Open Source Contribu…
2025-11-06 ArcKit — new commands since v0.3.0 (what they do & how to use them)
2025-11-04 The UK’s Easiest Route to Public-Sector AI Sales: G-Cloud 15
2025-10-28 Data Scout — role definition
2025-10-27 Verbalized Sampling: Turning Mode Collapse into Multiplicity
2025-10-21 I’ve released ArcKit v0.3.0 — Business Cases + Risk Management
2025-10-15 The UK Government’s AI Prompt Library: why it matters
2025-10-15 Announcing ArcKit: Free Enterprise Architecture Governance with AI
2025-10-15 I've used the forward port from codespace.
2025-10-11 Getting Started with OpenAI ChatKit: The One Setup Step You Can’t Skip
2025-09-20 Adopting AI Coding Assistants in Government: Ensuring Consistency and Scale w…
2025-09-20 Beyond Vibe Coding: Spec Kit and the Constitution for Consistent, GDS-Complia…
2025-09-19 Unlocking the Future of Private AI: Meet VaultGemma
2025-07-31 UK Cloud Market Faces Shake-Up: CMA Recommends Strategic Oversight of Microso…
2025-07-20 Unleashing Kimi K2 with Claude Code: A Direct Integration Guide
2025-07-03 Data Evolution in NSOs: From Unmodelled to Modelled on the Wardley Map Axis
2025-05-31 WDYH: A Mindset for First-Pass Data Analysis
2025-05-28 The Vibe Code Addiction — How AI-assisted development is tapping into our bra…
2025-05-27 Everything You Ever Wanted to Know About GraphRAG
2025-05-27 Unlocking Long-Term Memory for LLMs: An Exploration of ‘Think-in-Memory’
2025-05-25 Knowledge Diffuses: Why No AI Advantage Lasts Forever
2025-05-24 Building an AI-Powered Ecosystem for Strategic Thinking: Five Specialised GPT…
2025-05-22 The Living Agent — Cell-Based Architecture, Flow Programming and Agentic Systems
2025-04-28 A Comprehensive Review of Situational Awareness: Theory, Application, Measure…
2025-04-26 Technological Advancements in Custom Motorhome Conversions (2025+)
2025-04-23 Parliamentary Debate Highlights Widespread Failures and Calls for Urgent Refo…
2025-04-14 The Dragontail Effect: How Advanced LLMs Will Reshape the SEO Landscape
2025-03-27 The Rise of Education LLMs: 2024–2025 Is the Year AI Enters the Classroom
2025-03-24 Weekend Update: All Wardley Mapping Custom GPTs Refreshed
2025-03-18 Part 4 — Request for Proposal (RFP) — POE/USB C/Ethernet Adaptor for Chromeca…
2025-03-09 Beyond the Boundary: Ph.D. Thinking and the Future of AI Research Agents
2025-03-08 World War III — Geopolitics, Technology, and the Coming Global Conflict
2025-03-02 Part 2: Designing and Commissioning a POE/USB C/Ethernet Adaptor Using OpenAI…
2025-03-02 Part 3: Finding a Manufacturer for our POE/USB C/Ethernet Adaptor for Chromec…
2025-03-02 Part 1: Finding a POE/USB C/Ethernet Adaptor for Chromecast 2020
2025-02-28 DeepSeek and DeepEP — Understanding Deep Seek’s Custom CUDA PTX Instruction
2025-02-25 The Red Queen’s Race: Wardley Mapping for Competitive Advantage in a Relentle…
2025-02-24 Decontextualization for Large Language Models
2025-02-22 The Age of Agency — Navigating the GenAI Revolution
2025-02-19 [Reversible Revolution — Can Reversible Computing
Stop GenAI Burning our Planet?](https://medium.com/@mcraddock/reversible-revolution-can-reversible-computing-stop-genai-burning-our-planet-011fedc7998a)  
2025-02-14 Seizing the AI Tide — Plymouth’s AI Future: A Call to Action
2025-02-04 Supply Chain Innovation in Oligopolistic Markets: Building Competitive Advant…
2025-02-03 The AI Agent Revolution: Navigating the Future of Human-Machine Partnership
2025-01-31 Using o3-mini to Analyse a Wardley Map: A Comprehensive Guide
2025-01-30 Running to Stand Still — Mastering the Red Queen Effect in the AI Revolution
2025-01-28 The AI Superpower Showdown
2025-01-28 Open Source AI as a Competitive Advantage
2025-01-28 The AI Efficiency Paradox: How Generative AI’s Success Could Drive Unsustaina…
2025-01-27 Seamless AI Development in the Cloud: Access Your Local LLM via Cloudflare Tu…
2025-01-27 Bridging the Digital Divide with AI-Generated Books: A Practical Strategy for…
2025-01-24 Building Low Cost Text-to-Speech Applications with Kokoro-82M and Streamlit
2025-01-15 Generative AI and the Triad of Knowledge, Money, and Power
2025-01-06 A Comprehensive Overview of Mathematical Models for Strategic Decision-Making
2025-01-03 A Proposed Mathematical Model for Wardley Maps — Part 4

2024 (76 posts)

Date Title
2024-12-25 A Proposed Mathematical Model for Wardley Maps — Part 3
2024-12-25 A Proposed Mathematical Model for Wardley Maps — Part 2
2024-12-25 A Proposed Mathematical Model for Wardley Maps — Part 1
2024-12-14 Book Generator: Revolutionary Book Creation with Advanced Wardley Mapping
2024-12-10 Santa’s Quantum Sleigh: Dark Energy and the Physics of Christmas Magic
2024-12-06 Securing LLMs: Essential Questions for Your Penetration Testing Strategy
2024-12-04 Strategic Thinking with Wardley Maps: A Visual Guide to Business Evolution an…
2024-11-21 How to Ensure Your Website is Usable to LLMs
2024-11-19 Monetising Embeddings — Part III: How a Wardley Map Guides the Journey
2024-10-25 AI & ESG: A Critical Analysis of Technology’s Role in Sustainable Business
2024-10-25 Windows 11 Migration Mastery: A Strategic Guide to Enterprise Transformation
2024-10-20 Data-Inclusive Open Source AI: Building a Fair and Collaborative Future
2024-10-14 Foundation Level Wardley Mappers vs GenAI: A Comparative Perspective
2024-10-14 Current State of Play: GenAI vs Wardley Practitioners
2024-10-10 The Convergence of Military Strategy and Wardley Mapping
2024-09-23 Mastering Wardley Mapping for Project Success: A Strategic Guide for Project …
2024-09-23 Battlefield Economics: The Hidden Forces Shaping Military Conflicts
2024-09-17 Running to Stand Still — The Red Queen Effect
2024-09-16 AI Revolution in Healthcare — How to fix the NHS
2024-09-10 Blue Planet, Green Robots: Harnessing AI for Environmental Sustainability
2024-09-09 From Lotus to AI: Modernising Legacy Systems for the Generative AI Era
2024-09-07 Navigating the AI Frontier: Wardley Mapping for GenAI Startups
2024-09-07 The AGI Race: OpenAI vs Anthropic in the Battle for Artificial General Intell…
2024-09-07 The AI Success Trinity: Mastering DataOps, MLOps, and FinOps for Transformati…
2024-09-07 Game Changer: How Generative AI is Revolutionising the Future of Gaming
2024-09-07 Conscious Earth: Harnessing the Planet’s Information Platform Revolution
2024-09-07 Once Upon a Map: A Child’s Guide to Wardley Mapping Through Fairy Tales
2024-09-06 Blue Planet, Green Robots
2024-08-28 Thanks. I've updated the sheet in github
2024-08-23 Unlocking Efficiency: A Practical Guide to Claude Prompt Caching
2024-08-21 Sorry, link updated and now public.
2024-06-28 7. AIconomics: AI and Market Competition
2024-06-28 9. AIconomics: AI and Economic Forecasting
2024-06-28 13. AIconomics: Policy and Governance for AI Economics
2024-06-28 4. AIconomics: Labour Market Dynamics in the AI Era
2024-06-28 1. Introduction to AIconomics
2024-06-28 3. AIconomics: AI-Driven Business Models
2024-06-28 14. AIconomics: Measuring the AI Economy
2024-06-28 8. AIconomics: The Economics of AI Research and Development
2024-06-28 15. AIconomics: Conclusion: Navigating the AI Economic Landscape
2024-06-28 2. AIconomics: The Economics of AI Implementation
2024-06-28 12. AIconomics: Future Trends and Scenarios
2024-06-28 10. AIconomics: Ethical Considerations and Economic Implications
2024-06-28 6. AIconomics: AI in Different Economic Sectors
2024-06-28 11. AIconomics: Global AIconomics
2024-06-28 5. AIconomics: AI and Productivity
2024-06-25 Utilising AI Tools for Wardley Mapping: ChatGPT, Claude, and Gemini
2024-06-25 Uncertainty as an Asset
2024-06-23 Why Superintelligence Inc (SSI) chose Daniel Levy for Groundbreaking AI Innov…
2024-06-14 Monetising Embeddings and ChatGPT: A Comprehensive Architecture (Part 2)
2024-06-13 How to build a GPT using the Wardley Mapping API (Part 2)
2024-06-11 Understanding Applebot: Apple’s Web Crawler
2024-06-11 How to build a GPT using the Wardley Mapping API (Part 1)
2024-06-09 Monetising Embeddings and ChatGPT: A Comprehensive Architecture (Part 1)
2024-06-08 Leveraging Innovation: How OpenAI Can Transform the AI Landscape with the ILC…
2024-06-04 Unlock the Power of Wardley Mapping with Our New API Suite for SaaS and ChatG…
2024-05-28 Understanding Competition in Wardley Mapping
2024-05-23 Specification for the Open Wardley Mapping (OWM) Format
2024-05-21 Understanding and Managing Inertia in AI Implementations
2024-05-09 Exploring the Mechanics of Language Models
2024-05-05 Wardley Mapping: Visualising Business Strategy and Technological Evolution
2024-04-30 Mastering Strategy
2024-04-30 The Power of Transparency in Leadership
2024-02-28 Introduction to Tokenizers in Large Language Models (LLMs) using Wardley Maps
2024-02-27 Overview of G-Cloud 14 Framework
2024-02-27 Welcome to the world of G-Cloud 14!
2024-01-27 Extending the Wardley Mapping Body of Knowledge — Part 17: Extracting Compone…
2024-01-27 Extending the Wardley Mapping Body of Knowledge — Part 16: Using Pinecone Ser…
2024-01-19 Revolutionising Civil Service: The New Generative AI Training Initiative
2024-01-11 Revolutionising Data Flow Automation: Apache NiFi’s Latest Release Embraces P…
2024-01-05 Paste it into ChatGPT :-)
2024-01-05 It's been a while since I've looked at this, but it was a few $
2024-01-05 Through trial and error, above 3,777 the API fails.
2024-01-05 See https://platform.openai.com/docs/guides/rate-limits/usage-tiers?context=t…
2024-01-05 Not really. Custom apps that use Assistants may be a better approach.
2024-01-05 Paste the code and error into ChatGPT :-)

2023 (96 posts)

Date Title
2023-12-24 The Future of Secure Computing: Fully Homomorphic Encryption Chips
2023-12-01 Please let me know if you find any issues.
2023-12-01 Building an Enterprise Ready Chatbot with OpenAI Assistants (GPTs) — Part II
2023-11-19 GOV.UK is Dead. Long live ChatGov
2023-11-18 Building an Enterprise Ready Chatbot with OpenAI Assistants (GPTs) — Part I
2023-11-16 OpenAI GPT-6 Trademark
2023-11-16 OpenAI GPT-5 Trademark
2023-11-13 Creators are leaking their data by using Custom GPTs
2023-11-12 Potential Issues with Custom GPT Models
2023-11-11 Make Sure You Check Your Custom GPT Privacy Settings
2023-11-11 AI Actions by Zapier allows creators to integrate AI platforms or custom solu…
2023-11-09 Creating LangChain Tools for OpenAI Functions
2023-11-08 Understanding OpenAI Rate Limits and Available Tiers
2023-11-07 Unleashing the power of OpenAI’s new GPT Assistants with Streamlit
2023-11-06 OpenAI API Not Working?
2023-11-04 Transcribing Audio with Python and Distil Whisper
2023-11-02 Building a Training AI Assistant using Streamlit and Anthropic API
2023-11-01 Predictions for the upcoming OpenAI Devday (Vector Stores)
2023-10-31 The application of hybrid LLMs
2023-10-31 The LLM Conundrum: More Opportunities than Skills
2023-10-28 HYDE: Revolutionising Search with Hypothetical Document Embeddings
2023-10-28 Making Computers Think Smarter with Solo Performance Prompting (SPP)
2023-10-24 Sparse Priming Representation (SPR): A Comprehensive Overview
2023-10-23 Creating an AI Assistant with infinite memory using MemGPT
2023-10-18 Building an AI Body of Knowledge for MLOps using ChatGPT
2023-10-16 Extending the Wardley Mapping Body of Knowledge — Part 13: Podcasts speech to…
2023-10-16 Extending the Wardley Mapping Body of Knowledge — Part 15: Let’s now query th…
2023-10-16 Extending the Wardley Mapping Body of Knowledge — Part 12: Deep Dive into Dow…
2023-10-16 Extending the Wardley Mapping Body of Knowledge — Part 14: Upsert the Podcast…
2023-10-16 Analyzing Wardley Maps with ChatGPT: Bridging Strategy and AI
2023-09-28 GPTBot: OpenAI’s Web Crawler
2023-09-28 ChatGPT-User: OpenAI’s Web Browsing Bot
2023-08-06 PayPal’s New Open-Source Initiative: The Data Contract Template
2023-08-05 Bridging the Privacy Gap: Leveraging Fully Homomorphic Encryption for Secure …
2023-07-30 Analysing costs, models and prompt performance with PromptLayer
2023-07-13 Extending the Wardley Mapping Body of Knowledge — Part 8: Integrating Researc…
2023-06-29 Extending the Wardley Mapping Body of Knowledge — Part 5: Integrating Wardley…
2023-06-29 Automating Wardley Maps with OpenAI: Using OpenAI Functions
2023-06-26 Building a Wardley Mapping Body of Knowledge using YouTube, Pinecone, Langcha…
2023-06-26 Building a Wardley Mapping Body of Knowledge using YouTube, Pinecone, Langcha…
2023-06-26 Building a Wardley Mapping Body of Knowledge using YouTube, Pinecone, Langcha…
2023-06-26 Building a Wardley Mapping Body of Knowledge using YouTube, Pinecone, Langcha…
2023-06-16 Harnessing the Power of ChatGPT for Job Success
2023-06-02 Analysis and Recommendations for Government Open Source, Data, and Standards
2023-06-02 Strategy Report on Cybersecurity Defence Evolution
2023-06-02 Analysis of Fixed Penalty Notices (FPNs) Wardley Map
2023-06-02 Energy Regulation Strategy Report
2023-06-01 Agriculture and Food Traceability Strategy Report
2023-06-01 Wardley Map Foundation Brand Based Business Model: Strategy Report
2023-05-30 Managing OpenAI API Costs: Strategies and Best Practices
2023-05-25 It doesn't directly use ChatGPT, but the API. I've updated the articl…
2023-05-24 The Art of Prompt Crafting
2023-05-24 Whisper JAX: The Fastest Implementation of OpenAI’s Whisper ASR Model
2023-05-23 An Exploration into Wardley Mapping Language Code
2023-05-23 Analysing Twitter using Value Chain Prompting and Wardley Mapping
2023-05-16 Building a Future of Innovation: The UK’s Groundbreaking Plan for Digital Reg…
2023-05-16 Building a Future of Innovation: The UK’s Ten-Year Plan to Become a Global AI…
2023-05-16 BridgeAI: Powering UK’s Growth through AI Innovation
2023-05-08 Google Cloud Launches BigQuery Differential Privacy and Partnership with Tumu…
2023-05-04 Part 1: An Interactive AI-based Q&A Application for Wardley Mapping using…
2023-05-02 Building an LLM Application: Go with the flow
2023-05-02 Streamlit Application for Converting Wardley Maps to JSON and TOML Formats
2023-04-30 Empowering Data Processing with Native Python Processors in NiFi 2.0
2023-04-29 Building a Chatbot for Analysing Wardley Maps Using Streamlit and OpenAI’s GPT-4
2023-04-27 Building a Wardley Mapping Books AI Assistant Using Langchain, FAISS, and Ope…
2023-04-27 Creating an Interactive AI Assistant for Simon Wardley’s Book with Streamlit …
2023-04-24 How to Build a YouTube Video Query AI Model on Wardley Mapping with Python an…
2023-04-24 How to Create a Powerful Chatbot in Minutes with Streamlit and OpenAI GPT-3.5:
2023-04-22 Unleashing the Power of ChatGPT and Python for Data Analysis
2023-04-17 Building Trustworthy AI: The Importance of Reproducible Analytical Pipelines …
2023-04-16 WebGPU: Enables Web LLM. Bringing Language Model Chats Directly to Web Browsers
2023-04-15 Understanding OpenAI’s Terms of Service & Privacy Policy
2023-04-14 The Importance of Memory in Chatbots: Contextual Learning for a Human-like Ex…
2023-04-13 Unleashing the Power of Langchain Agents and Tools with Government APIs
2023-04-13 The UK Public Sector API Catalogue: Connecting Government and Fostering Colla…
2023-04-11 OpenAI — Eating It’s Customers for Breakfast, Lunch and Diner
2023-04-08 Advanced Prompts. To reduce the size of a prompt, you can use compression tec…
2023-04-06 The Power of Prompt Engineering: Transforming Government Operations and Services
2023-04-06 The Art of Crafting the Perfect Prompt: The Importance of Script and Template…
2023-04-06 Creating a Course Outline Using ChatGPT
2023-04-05 The Crucial Role of Metadata and Data Quality in Developing AI Systems for Pr…
2023-04-05 Creating Job Descriptions for Prompt Engineering using ChatGPT and Wardley Maps
2023-04-05 Harnessing GPT-4 API for Enhanced Government Data Management and Citizen Expe…
2023-04-05 The Transformative Impact of Prompt Engineering on Education and Training
2023-04-05 Unlocking the Potential of Government Data: The Case for Sharing with GPT-4
2023-04-05 The Importance of PETs and Guardrails in Developing AI Systems for Private Data
2023-04-05 Wardley Mapping: A Strategic Tool for Addressing Technical Debt
2023-04-05 The Significance of Chunking, Text Splitting, and Conversation Memory for Pro…
2023-04-04 Why is DataOps Important for Prompt Engineering
2023-04-04 Why is MLOps Important to Prompt Engineering?
2023-04-04 The Future of Prompt Engineering: Unravelling the Potential of Wardley Maps
2023-04-04 The Power of Embeddings in Prompt Engineering: A Crucial Component for Success
2023-04-04 The Future of Prompt Engineering: A Comprehensive Wardley Map Analysis
2023-04-04 The Central Role of Agents in Prompt Engineering: Driving Innovation and Effi…
2023-04-04 The Significance of Conversation History and Memory in Prompt Engineering: Sh…
2023-04-04 Exploring Chains in Prompt Engineering: The Key to Unlocking Richer AI Outputs

2017 (10 posts)

2016 (4 posts)

2015 (17 posts)

2014 (18 posts)


Back to top

Wardley Mapping Resources - Created by Mark Craddock

This site uses Just the Docs, a documentation theme for Jekyll.