Human in the Loop Does Not Mean Safe: The Hidden Risks of Agentic AI in Healthcare

Human in the Loop Does Not Mean Safe: The Hidden Risks of Agentic AI in Healthcare

Author: John Lynn August 24, 2026 Duration: 12:29

Treating healthcare AI like a standard software rollout creates a dangerous false sense of security for health system executives. Slapping human oversight onto agentic AI does not eliminate operational risk, it simply shifts massive legal and operational liability onto overburdened clinicians.

In this interview from eHealth26, Julia Zarb, founder of Blue x Blue, breaks down why traditional IT playbooks fail when applied to agentic AI. She explains how small, logical micro fissures in AI outputs bypass manual checks and multiply when autonomous agents interact across an organization. Viewers will gain a practical framework for identifying governance blindspots and protecting clinical teams from hidden operational traps.

🔔 Subscribe for more great interviews with Health IT leaders.

Learn more about Blue x Blue at https://www.bluexblue.com/

Find more great health IT content at https://www.healthcareittoday.com/


For anyone navigating the complex and ever-evolving world of healthcare technology, Healthcare IT Today Interviews offers a direct line to the people shaping its future. Host John Lynn sits down with leading experts, moving beyond theory to explore the real-world applications and challenges they face every day. This isn't about surface-level news; it’s a series of deep, conversational explorations. You’ll hear firsthand accounts about implementing and optimizing electronic health records, the critical balance between data security and patient privacy, and how analytics are transforming patient care. The discussions naturally cover the practicalities of telehealth, the nuances of healthcare communication systems, and the many other technologies redefining clinical and administrative workflows. Each episode of this podcast pulls back the curtain on the front lines, providing clarity and insight that’s both substantive and accessible. Tune in for honest perspectives on where healthcare IT has been, the problems being solved right now, and what’s coming next.
Author: Language: English Episodes: 50

Healthcare IT Today Interviews
Podcast Episodes
The Healthcare Infrastructure Working Behind the Scenes [not-audio_url] [/not-audio_url]

Duration: 33:45
One of the most interesting organizations in healthcare is Civitas Networks for Health. This non-profit organization brings together some of the key organizations that provide the national infrastructure for health and h…
Faster, Safer Patient Care Starts With Better Team Chat [not-audio_url] [/not-audio_url]

Duration: 15:48
In every corner of health care—as with other industries—software tools are adding AI capabilities. AI has now come to HIPAA-compliant chat, as explained in this video by Jackie Frey, Product Expert - Healthcare at Zenzap…
AI Plus Larger Data Sets Drive Workflows to the Cloud and to the Edge [not-audio_url] [/not-audio_url]

Duration: 21:48
The sudden emergence of AI models for all sorts of healthcare procedures, along with advanced hardware such as NVIDIA's GPU processors, creates questions for healthcare practices that want to improve outcomes and costs w…