{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"UX Stories Podcast","title":"She Built an AI That Predicts What You Need BEFORE You Ask","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/8fbdb6b5\"></iframe>","width":"100%","height":180,"duration":1727,"description":"What if your phone knew what you needed before you did? 🤯\n\nIn this episode of UX Stories, host Lihong Hicken sits down with Alina Hernandez Porrello, Director of UX Engineering at AgileEngine — the mind behind the groundbreaking Contextual Eruptive Forecasting Model (CIFM), built on Robert Rosen's anticipatory systems theory.\n\nAlina's framework doesn't just react to users — it anticipates them. No stereotypes, no generalizations. Just AI that adapts to you, uniquely.\n\n🔥 What you'll learn:\n\nWhat the CIFM model is and how it predicts user behavior\nWhy standard UX personas are broken — and what comes next\nHow adaptive interfaces could replace traditional usability testing\nThe future of accessibility, elderly UX, and personalized AI\nCould you lease your AI persona and get paid for user testing? 🤑\nWhy AI won't kill UX jobs — it'll multiply them\n\n⏱️ Timestamps:\n0:00 – Introduction & Who is Alina?\n2:45 – The problem with user personas & AI generalization\n6:30 – Robert Rosen's anticipatory systems theory\n10:15 – How the CIFM model actually works (doctor example)\n16:00 – Personalized AI vs. generalized AI\n20:30 – Could you lease your AI persona for usability testing?\n24:00 – Will AI kill UX jobs? The garden analogy\n26:30 – Rapid fire: favorite tools, feedback challenges\n27:45 – What's most fulfilling about Alina's work\n\n📣 If you're a UX designer, product manager, or AI enthusiast — this one is a must-watch.\n\n👍 Like, subscribe, and hit the bell so you don't miss the next episode of UX Stories.\n\n⚠️ Note: The CIFM paper is forthcoming — watch for it from Alina, Enrique Soto Astorga (UNAM), and Yuri Sa (AgileEngine).\n\n\n#UX #UserExperience #AIDesign #UXResearch #ProductDesign #AdaptiveUI #ArtificialIntelligence #UXStories #AgileEngine #FutureOfWork","thumbnail_url":"https://img.transistorcdn.com/46z12x5df5emufw7YPHxTz2oVjsA0oz8KBtA2-2yYzY/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9kNGI1/ZWM0YWViM2ZjY2Vm/NWEyNGUyZjA4ZWFh/YzVmYy5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}