{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"The AI Cookbook Show by Malcolm Werchota","title":"E28: [Part 2] The Prompting Revolution: How 10 New Rules Are Rewriting AI's Playbook","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/67dd75a0\"></iframe>","width":"100%","height":180,"duration":1123,"description":"You're driving a Formula 1 car in first gear. That's how 90% of companies are using AI, and it's the single biggest reason their multi-million dollar investments are failing to deliver.\nIn Part 2 of the Prompting Revolution, Malcolm Werchota reveals the shocking data from a recent enterprise audit: 90% of all prompts are simple, one-shot requests—a strategy that guarantees inconsistent results and wasted potential. While you're hoping for a good answer, your competitors are engineering intelligent workflows.\nLive from Bregenz, Malcolm moves beyond the basics and provides the playbook for the new era of \"Flow-Engineering.\" He dissects the five advanced techniques that separate the hobbyists from the high-ROI professionals, proving why the key to unlocking AI's power isn't a single perfect prompt, but a strategic, multi-step process.\nTop 5 Advanced Techniques:\nStrategic Few-Shot Prompting: Stop giving the AI answers; teach it how to think with embedded \"Chain-of-Thought\" reasoning for superior problem-solving.\nThe Self-Refining Prompt: Force your AI to critique and improve its own work, achieving a proven 20% absolute performance boost through automated self-correction.\nAuto-CoT for Scaled Expertise: Automate the creation of expert-level reasoning examples, unlocking complex problem-solving across your entire organization without the manual effort.\nThe Prefill Control Strategy: Move from requesting to engineering. Learn the simple trick to force 100% format compliance for JSON and other structured data, eliminating errors.\nSystematic Evaluation: Ditch the \"gut feeling.\" Implement professional frameworks with tools like Promptfoo to measure, prove, and improve your AI's performance like a true engineer.\n\n#FlowEngineering #AdvancedPrompting #AIStrategy #DigitalTransformation #AIOps #TechRevolution #Innovation2025","thumbnail_url":"https://img.transistorcdn.com/K89WOul5lFP6eyTkepgc48DwnmOLDjvzPf-VdoMUwqc/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS84Y2I2/YTZiNWNmNGE5NmYy/NzE4ZTAyMTYxYjNh/ZmM5Zi5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}