{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Future of Life Institute Podcast","title":"From Peak Horse to Peak Human: How AI Could Replace Us (with Calum Chace)","html":"","width":"100%","height":180,"duration":5841,"description":"On this episode, Calum Chace joins me to discuss the transformative impact of AI on employment, comparing the current wave of cognitive automation to historical technological revolutions. We talk about \"universal generous income\", fully-automated luxury capitalism, and redefining education with AI tutors. We end by examining verification of artificial agents and the ethics of attributing consciousness to machines.  \n\nLearn more about Calum's work here: https://calumchace.com  \n\nTimestamps:  \n\n00:00:00  Preview and intro \n\n00:03:02  Past tech revolutions and AI-driven unemployment \n\n00:05:43  Cognitive automation: from secretaries to every job \n\n00:08:02  The \"peak horse\" analogy and avoiding human obsolescence \n\n00:10:55  Infinite demand and lump of labor \n\n00:18:30  Fully-automated luxury capitalism \n\n00:23:31  Abundance economy and a potential employment cliff \n\n00:29:37  Education reimagined with personalized AI tutors \n\n00:36:22  Real-world uses of LLMs: memory, drafting, emotional insight \n\n00:42:56  Meaning beyond jobs: aristocrats, retirees, and kids \n\n00:49:51  Four futures of superintelligence \n\n00:57:20  Conscious AI and empathy as a safety strategy \n\n01:10:55  Verifying AI agents \n\n01:25:20  Over-attributing vs under-attributing machine consciousness","thumbnail_url":"https://img.transistorcdn.com/fFhIC-s2qSlHXzmJI7qMGts2WuLwImi4tWmRLH9EdPg/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS81MmU5/MDZjZGQ5OTI0MDc5/YTk2ZTAxYTgwYTNk/M2VlOC5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}