# #235 - From AI Chaos to Clarity: Building Situational Awareness with Wardley Mapping - Simon Wardley Page: https://stenobird.com/podcast/tech-lead-journal-633005/235-from-ai-chaos-to-clarity-building-situational-awareness-with-wardley-mapping-simon-wardley Text version: https://stenobird.com/podcast/tech-lead-journal-633005/235-from-ai-chaos-to-clarity-building-situational-awareness-with-wardley-mapping-simon-wardley.md Podcast: [Tech Lead Journal](https://stenobird.com/podcast/tech-lead-journal-633005) Published: 2025-10-13T12:00:00+00:00 Episode link: https://podcasters.spotify.com/pod/show/techleadjournal/episodes/235---From-AI-Chaos-to-Clarity-Building-Situational-Awareness-with-Wardley-Mapping---Simon-Wardley-e39d057 Audio file: https://anchor.fm/s/265d7c64/podcast/play/109526631/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-9-11%2F409073704-44100-2-029ae47fbb31f.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/tech-lead-journal-633005/episodes/235-from-ai-chaos-to-clarity-building-situational-awareness-with-wardley-mapping-simon-wardley Duration seconds: 4252 ## Resource Can you navigate AI disruption without understanding your landscape? Discover how to gain true situational awareness. The rise of AI has exposed a fundamental problem in how organizations make decisions. Most leaders operate using stories and graphs, not actual maps of their landscape. This leaves them vulnerable to disruption and unable to make informed choices about where to apply new technologies. The result is chaos, waste, and strategic mistakes that could have been avoided. In this episode, Simon Wardley, creator of Wardley Mapping, explains how to build true situational awareness in your organization. He shares why most business “maps” aren’t really maps at all, how to understand the landscape before making decisions, and what leaders need to know about AI adoption beyond the current hype. Key topics discussed: Why leading with stories instead of maps creates fake CEOs The critical difference between graphs and maps in business strategy What Wardley mapping is and the three pattern types leaders must understand How to identify where human decision-making adds value in your AI adoption Why vibe coding is powerful but dangerous without proper code reviews Why software development is still a craft, not engineering How Jevons Paradox means AI won’t eliminate jobs but expand codebases The hidden dangers of AI hallucinations and the need for critical thinking Timestamps: (00:00:00) Trailer & Intro (00:02:59) Career Turning Points (00:06:45) Importance of Understanding Landscape for Leaders (00:10:42) The Problem of Leading with Stories (00:12:49) Wardley Maps vs Other Types of Business Maps/Analysis (00:17:32) Wardley Map Overview (00:23:54) Why Mapping is Not a Common Industry Practice (00:26:23) Climatic Patterns, Doctrines, and Gameplay (00:30:51) Understanding… ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/tech-lead-journal-633005/episodes/235-from-ai-chaos-to-clarity-building-situational-awareness-with-wardley-mapping-simon-wardley/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/tech-lead-journal-633005/235-from-ai-chaos-to-clarity-building-situational-awareness-with-wardley-mapping-simon-wardley.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.