--- title: "Healthcare AI Blog: AI and ML in Healthcare | AIHallucinations" description: "AIHallucinations | The Cognome blog: Insights on healthcare AI, machine leaning healthcare systems, clinical decision support, and AI governance." image: https://cognome.com/hubfs/cognome%20logo%20icon%20w%20background.png --- [Skip to content](https://cognome.com/blog/tag/aihallucinations#main-content) [![Smarter Safer Secure AI for Healthcare](https://cognome.com/hs-fs/hubfs/Smarter%20Safer%20Secure%20AI%20for%20Healthcare.png?width=2000&height=600&name=Smarter%20Safer%20Secure%20AI%20for%20Healthcare.png)](https://cognome.com/) - AI Governance Show submenu for AI Governance - [AI Sniffer™](https://cognome.com/ai-sniffer) - [ExplainerAI™](https://cognome.com/en-us/explainerai-new) - [Data Services](https://cognome.com/ai-ml-services) Show submenu for Data Services - [OMOP Transforms](https://cognome.com/ai-ml-services) - [Self-Service for Research](https://cognome.com/solutions-for-research) - [AutoChart™ - Quality and Population Health](https://cognome.com/autochart) - Insights Show submenu for Insights - [About](https://cognome.com/our-story) - [Blog](https://cognome.com/blog) - [The Learning Health System Podcast](https://cognome.com/learning-health-system-podcast) - [Published Research](https://cognome.com/peer-reviewed-research) - [Partner Login](https://partners.cognome.com/) Open main navigation Close main navigation - AI Governance Show submenu for AI Governance - [AI Sniffer™](https://cognome.com/ai-sniffer) - [ExplainerAI™](https://cognome.com/en-us/explainerai-new) - [Data Services](https://cognome.com/ai-ml-services) Show submenu for Data Services - [OMOP Transforms](https://cognome.com/ai-ml-services) - [Self-Service for Research](https://cognome.com/solutions-for-research) - [AutoChart™ - Quality and Population Health](https://cognome.com/autochart) - Insights Show submenu for Insights - [About](https://cognome.com/our-story) - [Blog](https://cognome.com/blog) - [The Learning Health System Podcast](https://cognome.com/learning-health-system-podcast) - [Published Research](https://cognome.com/peer-reviewed-research) - [Partner Login](https://partners.cognome.com/) - [Contact us](https://cognome.com/contact-us) [Contact us](https://cognome.com/contact-us) # Healthcare AI Insights # *From Inside the Health System* We write about the real challenges of deploying, governing, and scaling AI in health systems — from **clinical safety and model governance** to **Zero Trust security frameworks** and the regulatory landscape shaping what responsible AI looks like in care delivery. Our perspectives come from practitioners who have built and run AI inside leading academic health systems, not from the sidelines. [![](https://cognome.com/hubfs/Gemini_Generated_Image_9xmjyr9xmjyr9xmj.png)](https://cognome.com/blog/the-white-houses-ai-governance-executive-order-what-critical-infrastructure-leaders-need-to-know) ## [The White House’s AI Governance Executive Order: What Critical Infrastructure Leaders Need to Know](https://cognome.com/blog/the-white-houses-ai-governance-executive-order-what-critical-infrastructure-leaders-need-to-know) ![Picture of James Green](https://cognome.com/hs-fs/hubfs/Jame%20Green.png?width=50&name=Jame%20Green.png) [James Green](https://cognome.com/blog/author/james-green) Jun 3, 2026, 12:00:14 PM [Read more](https://cognome.com/blog/the-white-houses-ai-governance-executive-order-what-critical-infrastructure-leaders-need-to-know) [![](https://cognome.com/hubfs/AI-Generated%20Media/Images/Modern%20Healthcare%20Collaboration%20with%20AI%20Data%20Visualization-1.png)](https://cognome.com/blog/three-ai-bets-we-keep-getting-wrong) ## [Three AI Bets We Keep Getting Wrong](https://cognome.com/blog/three-ai-bets-we-keep-getting-wrong) ![Picture of Chandra Nelapatla](https://cognome.com/hs-fs/hubfs/Chandra%20has%20Nelapatla.png?width=50&name=Chandra%20has%20Nelapatla.png) [Chandra Nelapatla](https://cognome.com/blog/author/chandra-nelapatla) Apr 26, 2026, 6:00:04 PM [Read more](https://cognome.com/blog/three-ai-bets-we-keep-getting-wrong) [![A hospital setting with healthcare professionals interacting with an AI-powered clinical decision support system.](https://cognome.com/hubfs/The%20Role%20of%20Explainable%20AI%20in%20Clinical%20Decision%20Support%201.webp)](https://cognome.com/blog/the-role-of-explainable-ai-in-clinical-decision-support-for-healthcare) ## [The Role of Explainable AI in Clinical Decision Support for Healthcare](https://cognome.com/blog/the-role-of-explainable-ai-in-clinical-decision-support-for-healthcare) ![Picture of Christos Kritikos](https://app.hubspot.com/settings/avatar/5676d5e9806e554e5303a7856d374a69) [Christos Kritikos](https://cognome.com/blog/author/christos-kritikos) Jan 31, 2025, 5:00:08 PM [Read more](https://cognome.com/blog/the-role-of-explainable-ai-in-clinical-decision-support-for-healthcare) [![Nurse performaing chart abstraction](https://cognome.com/hubfs/AI-Generated%20Media/Images/The%20image%20features%20a%20nurse%20looking%20intently%20at%20a%20screen%20displaying%20a%20patients%20chart.jpeg)](https://cognome.com/blog/leveraging-language-models-for-streamlined-data-extraction-in-healthcare) ## [Leveraging LLMs for Streamlined Data Extraction in Healthcare](https://cognome.com/blog/leveraging-language-models-for-streamlined-data-extraction-in-healthcare) ![Picture of Adil Ahmed](https://cognome.com/hs-fs/hubfs/Adil.jpeg?width=50&name=Adil.jpeg) [Adil Ahmed](https://cognome.com/blog/author/adil-ahmed) Jan 28, 2025, 11:03:13 AM [Read more](https://cognome.com/blog/leveraging-language-models-for-streamlined-data-extraction-in-healthcare) [![](https://cognome.com/hubfs/AI-Generated%20Media/Images/The%20image%20depicts%20a%20modern%20hospital%20environment%20bustling%20with%20activity.jpeg)](https://cognome.com/blog/reducing-hallucinations-in-large-language-models-for-healthcare) ## [Reducing Hallucinations in Large Language Models for Healthcare](https://cognome.com/blog/reducing-hallucinations-in-large-language-models-for-healthcare) ![Picture of Christos Kritikos](https://app.hubspot.com/settings/avatar/5676d5e9806e554e5303a7856d374a69) [Christos Kritikos](https://cognome.com/blog/author/christos-kritikos) Jan 13, 2025, 4:47:17 PM [Read more](https://cognome.com/blog/reducing-hallucinations-in-large-language-models-for-healthcare) ## Drive people to your products and services Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. 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