[{"@context":"https:\/\/schema.org\/","@type":"BlogPosting","@id":"https:\/\/blog.terabox.com\/insights\/gary-marcus-limites-ia-escalado-agi#BlogPosting","mainEntityOfPage":"https:\/\/blog.terabox.com\/insights\/gary-marcus-limites-ia-escalado-agi","headline":"Gary Marcus: Por qu\u00e9 el escalado no llevar\u00e1 a la AGI","name":"Gary Marcus: Por qu\u00e9 el escalado no llevar\u00e1 a la AGI","description":"\ud83d\udcfa V\u00eddeo de estudio recomendado hoy: https:\/\/www.youtube.com\/watch?v=iFYF_e1GSGI \u00bfEs el escalado masivo un callej\u00f3n sin salida? Gary Marcus sobre el futuro de la IAEl mito del escalado y la realidad de los datosIA Neurosimb\u00f3lica: El eslab\u00f3n perdidoEl impacto social y el... 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Together they unpack the real state of artificial intelligence and what it would actually take to build something that genuinely reasons like a human being, including why the \"just scale it\" hypothesis is quietly being abandoned, why so many smart people still believe the hype anyway, and what the field is actually doing behind the scenes to compensate. But the conversation goes beyond the technical. Marcus and Greene push into the more human questions that most AI debates tend to avoid, like whether creativity is something these systems can genuinely claim or just convincingly imitate, what purpose and meaning look like in a world where work is no longer the center of life, and whether a future advanced enough to deliver on AI's biggest promises would actually distribute those gains or concentrate them in the hands of a few. It's a rare conversation that takes the technology seriously without losing sight of what's actually at stake for the people living alongside it.\n\nThis program is part of the Rethinking Reality series, supported by the John Templeton Foundation. \n\nParticipant: Gary Marcus\nModerator: Brian Greene\n\n#worldsciencefestival #briangreene #garymarcus #ai\n\nABOUT WORLD SCIENCE FESTIVAL: \nThe World Science Festival (WSF) is a multimedia organization bringing the most transformative ideas in science to global audiences. Through long- and short-form videos spanning physics, cosmology, quantum mechanics, biology, neuroscience, consciousness, medicine, space exploration, the dilemma of free will, artificial intelligence, engineering, robotics, and beyond. WSF gathers world-renowned scientists, artists, and thinkers for dynamic discussions, debates, lectures, performances, films, and immersive live experiences. \n\nFounded in 2008 and headquartered in New York City, the World Science Festival is a production of the World Science Foundation, a 501(c)(3) nonprofit organization. Our mission is to cultivate a public informed by science, inspired by its wonder, convinced of its value, and prepared to engage with its implications for the future. With live events reaching millions worldwide and hundreds of millions of digital views, WSF continues to expand its global impact through festivals, educational initiatives like World Science U, and digital content that explores the near and far future of our world. \n\nVISIT our Website: http:\/\/www.worldsciencefestival.com\nFOLLOW us on Social Media:\nFacebook:   \/ worldsciencefestival  \nTwitter:   \/ worldscifest  \nInstagram: https:\/\/www.instagram.com\/worldscifest\/\nTikTok: https:\/\/www.tiktok.com\/@worldscifest  \nLinkedIn: https:\/\/www.linkedin.com\/company\/world-science-festival\n\n\nChapters:\n00:00 Introduction to AI, intelligence & reasoning\n02:14 Why current AI systems only imitate reasoning\n05:32 The difference between prediction and true understanding\n08:10 Why LLMs still struggle with abstract thinking\n11:02 Human intelligence vs artificial intelligence\n14:27 Can scaling data alone create AGI?\n17:03 Why Gary Marcus is skeptical of pure LLM approaches\n20:11 System 1 vs System 2 thinking explained\n23:05 Why neural networks fail at logical reasoning\n26:18 The case for neurosymbolic AI\n29:44 Pattern recognition vs symbolic reasoning\n33:12 Why AI hallucinations still happen\n36:25 How LLMs invent believable false information\n39:41 Can AI ever become fully reliable?\n42:06 Self-improving AI and digital evolution\n45:28 What human evolution teaches us about intelligence\n48:03 Why AI systems need built-in world models\n50:40 The limits of image generation models\n53:22 Does AI actually understand reality?\n56:04 AI risks, misinformation & military applications\n59:18 Could AI accidentally trigger global conflict?\n1:02:11 Will AI replace human jobs?\n1:06:33 The future of work in an AI-driven world\n1:10:04 Can machines ever become conscious?\n1:14:37 The utopian future of AI and abundance\n1:20:18 Creativity, music & finding meaning beyond work","thumbnailUrl":["https:\/\/i.ytimg.com\/vi\/iFYF_e1GSGI\/default.jpg","https:\/\/i.ytimg.com\/vi\/iFYF_e1GSGI\/mqdefault.jpg","https:\/\/i.ytimg.com\/vi\/iFYF_e1GSGI\/hqdefault.jpg","https:\/\/i.ytimg.com\/vi\/iFYF_e1GSGI\/sddefault.jpg","https:\/\/i.ytimg.com\/vi\/iFYF_e1GSGI\/maxresdefault.jpg"],"uploadDate":"2026-05-15T23:00:07+00:00","duration":"PT1H26M16S","embedUrl":"https:\/\/www.youtube.com\/embed\/iFYF_e1GSGI","publisher":{"@type":"Organization","@id":"https:\/\/www.youtube.com\/channel\/UCShHFwKyhcDo3g7hr4f1R8A#Organization","url":"https:\/\/www.youtube.com\/channel\/UCShHFwKyhcDo3g7hr4f1R8A","name":"World Science Festival","description":"Watch long and short-form videos on nearly every science-related topic including physics, biology, the brain, robotics, medicine, space, engineering, and the Earth. 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