{"href":"http://player.captivate.fm/services/oembed?url=http%3A%2F%2Fplayer.captivate.fm%2Fepisode%2F4cf977d8-9cf0-4ba3-9a3b-e0dc57fa0e8a","version":"1.0","provider_name":"Captivate.FM","provider_url":"https://www.captivate.fm","width":600,"height":200,"type":"rich","html":"","title":"AI Safety Beyond Fear: Alignment, Agents, and Collective Intelligence with Dr. Craig Kaplan","description":"\n\n\n\n\n\n\n\nOn AIBiz, hosted by Sayan, Dr. Craig Kaplan breaks down what AI safety really means\u2014beyond movie-style panic\u2014and why the biggest risks aren\u2019t always the loudest ones. You\u2019ll hear how AI evolved from rule-based systems to machine learning, deep learning, and now agents that can take actions in the real world.\nThis episode is for anyone feeling overwhelmed by rapid AI change\u2014founders, professionals, and everyday users who want clarity without hype. You\u2019ll leave with a practical way to think about alignment, why \u201cguardrails after the fact\u201d struggle, and how collective intelligence could offer a safer route to superintelligence.\nEpisode Chapters:\n\n\n00:06:57 Meet Craig Kaplan and why AI safety is \u201ccontroversial\u201d\n\n\n00:12:12 The 3 eras of AI: symbolic \u2192 machine learning \u2192 LLMs\n\n\n00:14:05 Why computing power changed everything (and why NVIDIA matters)\n\n\n00:17:52 What people misunderstand about AI safety: short-term vs long-term risk\n\n\n00:19:15 Jailbreaks, \u201cWhack-a-Mole,\u201d and why guardrails don\u2019t scale\n\n\n00:22:59 Bias in training data: how history leaks into modern systems\n\n\n00:26:29 AI agents and the next step: collective intelligence for safer superintelligence\n\n\nAbout the Guest:\nDr. Craig Kaplan is an AI researcher focused on AI safety and superintelligence design, with decades of experience spanning symbolic AI, machine learning, and modern LLM-era systems. He also built Predict Wall Street, applying collective intelligence to market prediction at scale.\nKey Takeaways:\n\n\nThink of AI safety in time horizons: immediate harms vs low-probability, extreme-impact risks.\n\n\n\u201cTest-and-patch\u201d safety can become Whack-a-Mole\u2014new loopholes emerge as fast as fixes.\n\n\nJailbreaks show why intent-based prompts can bypass restrictions unless safety is built deeper.\n\n\nTraining data can embed historical bias; \u201cmore data\u201d isn\u2019t always better without careful curation.\n\n\nAgents change the game by adding autonomy + tools, so oversight becomes more critical.\n\n\nYour online behavior matters\u2014AI learns values from what people collectively create and share.\n\n\nHow to Connect With the Guest:\nhttps://www.superintelligence.com/\u00a0\n\u00a0\nWant to be a guest on Healthy Mind, Healthy Life? DM on PM - Send me a message on PodMatchDM Me Here: https://www.podmatch.com/hostdetailpreview/avik\nDisclaimer: This video is for educational and informational purposes only. The views expressed are the personal opinions of the guest and do not reflect the views of the host or Healthy Mind By Avik\u2122\ufe0f. We do not intend to harm, defame, or discredit any person, organization, brand, product, country, or profession mentioned. All third-party media used remain the property of their respective owners and are used under fair use for informational purposes. By watching, you acknowledge and accept this disclaimer.\nHealthy Mind By Avik\u2122\ufe0f is a global platform redefining mental health as a necessity, not a luxury. Born during the pandemic, it\u2019s become a sanctuary for healing, growth, and mindful living. Hosted by Avik Chakraborty, storyteller, survivor, and wellness advocate.\nWith over 6000+ episodes and 200K+ global listeners, we unite voices, break stigma, and build a world where every story matters.\ud83d\udc49 Subscribe and be part of this healing journey.\nContact:\ud83d\udcbc Brand: Healthy Mind By Avik\u2122\ud83d\udce7 Email: podcast@podhub.club\ud83c\udf10 Website: https://www.podhub.club/\ud83d\udccd Based in: India & USA\n\ud83c\udfa7 Listen to all podcast shows: https://www.podbean.com/podcast-network/healthymindbyavik\ud83e\udd1d Be a guest: https://www.healthymindbyavik.com/beaguest\ud83d\udce9 Newsletter: https://healthymindbyavik.substack.com/\n\n\n\n\n#podmatch #healthymindbyavik #podhub.club #AIBiz #AISafety #AIAlignment #Superintelligence #AIAgents #MachineLearning #DeepLearning #ResponsibleAI #EthicalAI #TechEthics #FutureOfAI #CollectiveIntelligence #DigitalResponsibility #AIInnovation\n\n\u00a0\n\n\n\n\n","thumbnail_width":300,"thumbnail_height":300,"thumbnail_url":"https://artwork.captivate.fm/cfa1318a-87ca-47b9-8261-9910260da96c/untitled-design-5-a2swm.jpg"}