Is AI Eating Its Own Tail? Meet Model Collapse
Is AI Eating Its Own Tail? Meet Model Collapse
AI promised accurate insights but it seems it is rapidly becoming just another unreliable source of fake news.
AI search results are declining, plagued by inaccurate data, especially for financial statistics. Experts call this phenomenon “model collapse,” where AI trained on its own outputs gradually distorts information, creating unreliable results.
I first covered this in 2023 and now Bloomberg found Retrieval-Augmented Generation (RAG), designed to improve accuracy, actually increases risks, including:
- Leaking private client data.
- Creating biased market analyses.
- Producing misleading advice.
We’re at a turning point. Businesses leveraging AI for efficiency could unknowingly be accelerating misinformation and hallucinations. Navigating exponential change means questioning AI reliability now. Are we ready to handle AI’s increasingly flawed data?
Read the full article on The Register.
----
💡 We're entering a world where intelligence is synthetic, reality is augmented, and the rules are being rewritten in front of our eyes.
Staying up-to-date in a fast-changing world is vital. That is why I have launched Futurwise; a personalized AI platform that transforms information chaos into strategic clarity. With one click, users can bookmark and summarize any article, report, or video in seconds, tailored to their tone, interests, and language. Visit Futurwise.com to get started for free!
Dr. Mark van Rijmenam
Dr. Mark van Rijmenam is The Digital Speaker, a world-leading futurist and global AI keynote speaker who helps leaders decide what AI, and the technologies that follow it, mean for their business. He speaks to leadership teams at their retreats and to conference audiences worldwide, and his WAVE framework gives them a way of deciding that they keep using long after he has left the room. His Intelligence Age Scorecard measures how ready an organization is across the four WAVE pillars.
He holds a PhD from the University of Technology Sydney, is a Certified Speaking Professional and Global Speaking Fellow, and ranks among the world’s top futurists on the Global Gurus list (#1 in 2025, #3 in 2026). Salesforce named him one of its 16 leading AI voices. He has written six books, most recently Now What? How to Ride the Tsunami of Change, writes the Synthetic Minds newsletter on Substack, and founded Futurwise. Talk to his digital twin on WhatsApp: +1 (830) 463-6967.
