{"podcast":{"title":"M365.FM a Microsoft MVP Podcast by Mirko Peters","slug":"m365-fm-modern-work-security-and-productivity-with-microsoft-365-7311214","podcast_index_feed_id":7311214,"rss_url":"https://www.spreaker.com/show/6704921/episodes/feed","website_url":"https://www.m365.fm","image_url":"https://d3wo5wojvuv7l.cloudfront.net/t_rss_itunes_square_1400/images.spreaker.com/original/dcd2a8cc504197846a71af23bbeb0707.jpg","author":"Mirko Peters - Microsoft 365, Teams, SharePoint, and Copilot for IT Pros","episode_count":989,"summary":"M365.FM is a podcast about Microsoft 365, Microsoft Copilot, AI, Modern Work, security, governance, Power Platform, Azure, and the technologies shaping the future of work.Hosted by Microsoft MVP Mirko Peters, M365.FM brings together Microsoft MVPs, Microsoft employees, product experts, architects, developers, and community leaders from around the world.Each episode goes beyond announcements and hype to explore what Microsoft technologies mean in practice. From Microsoft 365 Copilot and AI agents to Teams, SharePoint, Power Platform, Microsoft Fabric, Entra, Purview, security, governance, adoption, and automation, M365.FM focuses on real-world experience, implementation, strategy, and lessons learned.Expect expert interviews, technical deep dives, practical explainers, and conversations with people building, implementing, and shaping the Microsoft ecosystem.If you work with Microsoft 365, Copilot, AI, Modern Work, or the Microsoft Cloud, M365.FM helps you understand what matters, what works, and what is coming next.Hosted by Mirko Peters, Microsoft MVP. Become a supporter of this podcast: https://www.spreaker.com/podcast/m365-fm-a-microsoft-mvp-podcast-by-mirko-peters--6704921/supp…","last_synced_at":"2026-09-17T20:22:41.104701+00:00","page_url":"https://stenobird.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365-7311214"},"episode":{"title":"How to Trumpify Your Copilot: A Masterclass in Hallucination","slug":"how-to-trumpify-your-copilot-a-masterclass-in-hallucination","published_at":"2026-06-07T04:00:02+00:00","page_url":"https://stenobird.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365-7311214/how-to-trumpify-your-copilot-a-masterclass-in-hallucination","show_page_url":"https://stenobird.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365-7311214","url":"https://www.spreaker.com/episode/how-to-trumpify-your-copilot-a-masterclass-in-hallucination--72292413","audio_url":"https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/72292413/how_to_trumpify_your_copilot_a_masterclass_in_hallucination.mp3","summary":"Everyone talks about hallucinations as if they're a model problem. They blame GPT-4, Claude, Gemini, or whatever large language model happens to be in the spotlight this week. They tweak prompts, add more tokens, experiment with different temperatures, and hope the problem magically disappears.But what if hallucinations aren't a model problem at all?What if your Copilot is working exactly as designed?In this episode of the M365 FM Podcast, we take a deep dive into the real causes of hallucinations in Microsoft Copilot, Retrieval-Augmented Generation (RAG) systems, enterprise AI deployments, and custom agents. Through a deliberately provocative thought experiment, we explore how organizations accidentally engineer systems that reward confident wrong answers while creating the illusion of governance, compliance, and control.This isn't an episode about prompt tricks. It's an architectural masterclass on why AI systems hallucinate and how poor retrieval, weak governance, bad permissions, noisy data, and flawed orchestration combine to create enterprise-scale misinformation engines. THE MYTH OF THE BROKEN MODEL Most organizations assume hallucinations originate inside the large language model itself.The reality is more uncomfortable.Large Language Models are trained to predict the next token, not to discover truth. Reinforcement Learning from Human Feedback rewards helpfulness, fluency, and confidence. The result is a system optimized to sound correct even when certainty is impossible.In this episode, we explore how benchmark design, human evaluation systems, and model training methodologies unintentionally create incentives that reward plausible answers over accurate answers.The shocking conclusion is that many hallucinations are not bugs. They are the logical outcome of t…","meta_description":"Everyone talks about hallucinations as if they're a model problem. They blame GPT-4, Claude, Gemini, or whatever large language model happens to be in the…","key_points":[],"chapters":[],"topics":[],"duration_seconds":4748,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/m365-fm-modern-work-security-and-productivity-with-microsoft-365-7311214/episodes/how-to-trumpify-your-copilot-a-masterclass-in-hallucination/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365-7311214/how-to-trumpify-your-copilot-a-masterclass-in-hallucination.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}