{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"The AI Cookbook Show by Malcolm Werchota","title":"E27: [Part 1] 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/49d783b0\"></iframe>","width":"100%","height":180,"duration":1066,"description":"Your prompts are dead. Not just inefficient—OBSOLETE. And most companies don't even know it yet.\nMalcolm Verrota reveals how Stanford's research exposed that AI models use only 10-20% of their advertised context windows—while enterprises are paying millions for capacity they can't access.\nLive he exposes shocking data: Thomson Reuters achieved 15% accuracy gains with XML formatting alone, while 80% of enterprise AI projects fail due to poor prompting strategies that ignore 2025's research breakthroughs.\nWith insider insights from failed implementations at Air Canada, DPD, and Chevrolet, Malcolm proves why traditional prompting wisdom is already 90% obsolete—and what you must do TODAY.\nTop 5 Insights:\nContext Window Lie: 200,000 tokens advertised vs. 20,000 tokens actually usable\nChunking Revolution: 20-page segments outperform 100-page documents by 40%\nFormat Shock: XML/JSON prompts deliver 15-30% accuracy improvements\nFew-Shot Fallacy: 2-3 examples beat 15+ examples in 87% of use cases\nTesting Crisis: 4-5 instance validation required or face 40% inconsistency rates\n#PromptEngineering #AIRevolution #DigitalTransformation #FutureTech #AIStrategy #TechDisruption #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}