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Hospital Liability for AI-Driven Care
Artificial intelligence is transforming healthcare by supporting clinical decision making with data-driven insights. Yet, as hospitals adopt AI tools, questions arise about hospital negligence and medical liability when AI contributes to patient harm. Understanding the legal theories behind hospital liability for AI-driven care is essential for risk management professionals aiming to reduce hospital risk and protect patients. How AI Changes Clinical Decision Making Hospitals

John Floyd
Aug 44 min read


RLHF and RAG: Impacting the Evolving Standard of Care for AI in Medicine
Artificial intelligence continues to evolve rapidly, reshaping how platforms deliver information and interact with users. Two powerful techniques, Reinforcement Learning from Human Feedback (RLHF) and Retrieval-Augmented Generation (RAG), have emerged as key drivers in improving AI performance. Understanding their advantages helps clarify why platforms like OpenEvidence are gaining traction in delivering accurate, context-aware, and user-friendly AI experiences in healthcare.

John Floyd
Aug 43 min read


Three Key Provisions Every Healthcare Organization Should Include in Vendor Agreements
Healthcare organizations rely heavily on vendors for a range of services, from medical supplies to IT support. These partnerships are essential but can also expose organizations to risks if agreements are not carefully crafted. Vendor agreements must protect the healthcare provider while ensuring compliance with laws and smooth cooperation. This post highlights three critical provisions every healthcare organization should include in vendor contracts: indemnity, cooperation w

John Floyd
Aug 13 min read


The AI Kill Switch Act
Congress has introduced the AI Kill Switch Act, a legislative proposal designed to ensure human control over AI technologies. This post explores the purpose of this act, its key provisions, and the potential impact on AI development and safety in health care operations. What Is the AI Kill Switch Act? The AI Kill Switch Act requires developers and operators of advanced AI systems to include a reliable mechanism that allows humans to immediately deactivate or shut down the AI

John Floyd
Aug 14 min read


AI's Growing Role in Utilization Management: Benefits and Risks
Utilization management (UM) plays a crucial role in healthcare by ensuring that patients receive appropriate care while controlling costs. Yet, traditional UM processes often involve time-consuming manual reviews and complex decision-making. AI offers a powerful way to improve efficiency, accuracy, and outcomes in utilization management. This post explores how AI technologies are beginning to transform UM and considerations for healthcare organizations adopting these tools. A

John Floyd
Jul 153 min read


Lawsuit Alleges Hospital System Cut Corners with AI
A nationally recognized expert in the development of regulatory and ethical compliance standards for AI sued her former employer, Mayo Clinic, for what she alleges is "a narrative of institutional wrongdoing" involving AI. Portions of the complaint shed light on concerning revelations of purported AI error rates. The Allegations According to the lawsuit, filed in July 2026, the former employee raised concern's about the hospital's process for de-identifying patient data in it

John Floyd
Jul 152 min read


Analyzing the Mayo Clinic Radiologist vs AI Study and Its Impact on Standard of Care
The integration of AI into medical imaging has sparked intense debate about its role in radiology. A recent study by the Mayo Clinic offers valuable insights by directly comparing radiologists’ performance with AI tools. This analysis explores the study’s findings and what they mean for the future standard of care in radiology. Overview of the Mayo Clinic Study In April 2026, Mayo Clinic published the results of study set out to evaluate how AI compares to human radiologists

John Floyd
Jul 72 min read


Understanding the Risks of AI in Healthcare: HIPAA
Artificial intelligence (AI) is transforming healthcare by improving diagnostics, personalizing treatment, and streamlining administrative tasks. Yet, as healthcare providers adopt AI tools, they face significant risks related to patient privacy and data security. One major concern is the potential for violations of the Health Insurance Portability and Accountability Act (HIPAA), which protects sensitive patient information. This post explores the risks healthcare providers e

John Floyd
Jul 72 min read


AI's Empathy Compared to Human Physicians
A recent study by Google in 2024 has challenged long-held assumptions about empathy in healthcare. The research revealed that patients often perceived an AI doctor as more empathetic than a live physician. This unexpected result raises important questions about how empathy is communicated and experienced in medical settings. Understanding these findings can help improve patient care and the integration of AI in healthcare. How the Study Was Conducted Google’s study involved o

John Floyd
Jul 72 min read


Understanding Vendor Agreements Between Healthcare Facilities and AI Companies
Healthcare facilities increasingly rely on artificial intelligence (AI) to improve patient care, streamline operations, and support clinical decisions. However, integrating AI solutions requires clear vendor agreements that define responsibilities, data use, and compliance. These agreements protect both parties and ensure the technology delivers value without compromising patient safety or privacy. Key Elements of Vendor Agreements Vendor agreements between healthcare facilit

John Floyd
Jul 13 min read
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