How AI Memory Actually Works - Context, Data, and What Your AI Is Remembering | Zero Shot Ep. 20

Every time you close a chat window, your AI starts from zero. No memory of your business. No memory of your clients. No memory of what you discussed five minutes ago in a different tab. In this milestone 20th episode of Zero Shot, James Gauci (CEO of Cadent) and Llew Jury (MD of Advancer) demystify how AI memory actually works under the hood, why it fails in ways most people never expect, and what to do right now to make your AI feel like a colleague that actually knows you. This is the episode your whole team needs to watch before they open another chat window. In this episode you will learn: 🧠 The three types of AI memory and why confusing them is costing you time and money 📋 What a context window actually is, and why it determines everything your AI can and cannot do 💾 How persistent memory really works inside ChatGPT and Claude, it is not what most people think 🗂️ Why projects eliminate most of the mixing, confusion, and hallucination problems people blame on the model 🔐 Memory governance, the new data risk most businesses are completely ignoring 🔄 The shift from stateless to stateful AI, and what it means when your AI finally starts to know you 💡 Why being token efficient is now a bottom line issue, not just a technical preference ⚡ Context engineering, the new skill that separates teams getting 50% out of AI from teams getting 5% ⏱️ Timestamps 0:00 , Welcome to Episode 20: How AI memory actually works 2:30 , Sponsor: Prompt Cowboy, why better prompts mean better memory use 3:19 , News of the week: Beelink mini PCs and the rise of local AI hardware 4:14 , Tool of the week: Granola.ai, the meeting recorder James and Llew both actually use 5:49 , Why AI keeps forgetting you: the whiteboard problem explained 6:46 , The context window, the fundamental constraint behind every AI frustration 9:52 , How persistent memory actually works inside ChatGPT and Claude 11:46 , Hot tip: how to import your memory when switching between AI models 13:02 , Projects vs chats, why one project per context changes everything 19:30 , Memory and data sovereignty, what are these tools actually storing about you? 23:30 , Do not put API keys in your AI memory or your Slack channels 25:36 , GDPR, cookies, and where AI memory regulation is heading 28:41 , The shift from stateless to stateful AI, when your AI finally knows your business 29:40 , Memory governance, a new business risk hiding in plain sight 34:07 , Context engineering, the new skill that determines your AI ROI 🔗 Resources and Links ☁️ AWS Bedrock , Amazon enterprise AI platform for on-shore inference and data sovereignty: https://aws.amazon.com/bedrock/ 🖥️ Beelink Mini PCs , Open-core mini PC hardware for running local AI models: https://www.bee-link.com 📰 Rundown AI , AI news newsletter for tracking frontier model developments: https://www.therundown.ai 🔗 LinkedIn:   / zero-shot-ai-podcast   🌐 Zero Shot: https://zeroshot.com.au/ 🎙️ About Zero Shot: Zero Shot is the anti-hype AI podcast for business leaders, executives, and entrepreneurs who want the technical and commercial truth about artificial intelligence. Hosted by James Gauci (CEO of Cadent) and Llew Jury (MD of Advancer), and produced by Yennia La Rotta. We cut through the noise to bring you the strategies that actually move the needle. New episode every week. Subscribe so you never miss the filter. 🎙️ 💬 Go check your AI memory settings right now and drop what you find in the comments. James and Llew read every single one. 👍 Like , 💬 Comment , 🔔 Subscribe Understanding how AI memory works is no longer optional for business leaders in 2026. From context windows and persistent memory to projects, stateless versus stateful AI, and the emerging discipline of context engineering, this episode gives executives, operators, and AI practitioners the practical framework they need to stop wasting tokens, eliminate hallucinations caused by poor context, and start treating their AI memory as the business asset it actually is. If your team is still opening fresh chat windows for every task, this episode will change how they work tomorrow morning. #AIMemory #ContextEngineering #BusinessAI #ZeroShotPodcast #AIStrategy #ChatGPT #ClaudeAI #AIGovernance #DataSovereignty #ArtificialIntelligence #AIAdoption #AIProductivity #ContextWindow #AIForBusiness #Australia