AI Inbreeding: The Silent Threat to Smarter Machines

#AIInbreeding #ModelCollapse #AISafety #SyntheticData #AIBias #AIethics #MachineLearning #FutureOfAI #DataIntegrity #AIResearch #PreventAIInbreeding #TechExplainer

AI Inbreeding: The Phenomenon Threatening Artificial Intelligence What happens when AI starts learning from AI instead of people? This video breaks down AI inbreeding—the feedback loop where models are trained on synthetic content, why it causes model collapse, and the real risks for accuracy, fairness, and creativity. We walk through clear examples, explain the technical mechanics in plain language, and outline practical steps researchers and platforms can take to stop the loop.