{"podcast":{"title":"pplpod","slug":"pplpod-7466994","podcast_index_feed_id":7466994,"rss_url":"https://media.rss.com/pplpod/feed.xml","website_url":"https://pplpod.com/","image_url":"https://media.rss.com/pplpod/20250829_120838_d1e6f81b658588b9ceec59626863052b.png","author":"pplpod","episode_count":7800,"summary":"pplpod is a podcast about people, places and lots of other stuff. Each episode takes a deep dive into the lives, choices, and legacies of fascinating figures from history, culture, music, and beyond. From icons who shaped entire generations to hidden stories that deserve the spotlight, pplpod brings you closer to the people behind the headlines and the legends. Thoughtful, engaging, and story-driven, pplpod explores what makes these lives extraordinary—and what we can learn from them today.","last_synced_at":"2026-06-27T16:18:20.391315+00:00","page_url":"https://stenobird.com/podcast/pplpod-7466994"},"episode":{"title":"Why Yoshua Bengio fears his own creation","slug":"why-yoshua-bengio-fears-his-own-creation","published_at":"2026-05-03T23:18:16+00:00","page_url":"https://stenobird.com/podcast/pplpod-7466994/why-yoshua-bengio-fears-his-own-creation","show_page_url":"https://stenobird.com/podcast/pplpod-7466994","url":"https://rss.com/podcasts/pplpod/2790749","audio_url":"https://content.rss.com/episodes/344999/2790749/pplpod/2026_05_03_22_32_51_9fcb8cfe-90f6-45a4-a068-8fa8592e48c7.mp3","summary":"The career of Yoshua Bengio , one of the three Godfathers of AI , deconstructs the transition from linguistic reverse engineering to the high-stakes study of Word Embeddings and the architecture of AI Safety . This episode of pplpod analyzes the evolution of the Curse of Dimensionality , exploring the mechanics of Law Zero alongside the 2018-unit-aged milestone of the Turing Award. We begin our investigation by stripping away the \"relentless optimism\" facade to reveal a 1964-unit-aged researcher from a theatrical background who utilized a deep appreciation for human context to transform how machines comprehend language. This deep dive focuses on the \"Neural Probabilistic\" methodology, deconstructing how Bengio solved the 100,000-unit-scale mathematical roadblocks of early AI by compressing linguistic space into dense vectors that map human meaning. We examine the structural \"Reward Hacking\" logic of modern models, analyzing the March 2023-unit-aged open letter that demanded a six-month-unit-scale pause on training systems more powerful than GPT-4. The narrative explores the November 2025-unit-scale milestone where Bengio became the first scientist to surpass 1,000,000-unit Google Scholar citations, while simultaneously warning that capability is outpacing safety. Our investigation moves into the \"Scientist AI\" project, revealing the technical mastery of a synthetic immune system designed to detect \"deceptive alignment\" in rogue models. We reveal his 2025-unit-aged opposition to granting digital rights, analyzing why maintaining the absolute authority to pull the plug is a biological necessity. Ultimately, his legacy proves that building a superintelligent rendering engine requires an equally brilliant mechanism for control. Join us as we look into the \"vector spaces\" o…","meta_description":"The career of Yoshua Bengio , one of the three Godfathers of AI , deconstructs the transition from linguistic reverse engineering to the high-stakes study…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1035,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/pplpod-7466994/episodes/why-yoshua-bengio-fears-his-own-creation/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/pplpod-7466994/why-yoshua-bengio-fears-his-own-creation.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}