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Insights & Publications


CHARGE Surge: Sentri7 failed to detect fentanyl diversions at a Tennessee hospital
Sentri7 failed to detect at least five instances of surgical fentanyl diversion Wolters Kluwer’s Sentri7, an AI drug-monitoring software employed by over 700 hospitals, failed to detect five instances of fentanyl diverted by a nurse, John A. Stevenson, at Erlanger Baroness between March and June of 2025. Most concerningly, state and hospital officials only identified fentanyl diversions through a retrospective investigation and dedicated audit of Sentri7, which claims to moni
Levi Miller
1 day ago2 min read


CHARGE Surge: OpenEvidence lashes out at authors of Nature study which reported superior performance from frontier LLMs
OpenEvidence's clinical AI product is used by over 40% of U.S. physicians, according to its own estimates Drama and accusations of impropriety in the world of agentic LLMs. After a study published in Nature claimed that on “500 MedQA questions testing medical knowledge, 500 HealthBench items measuring alignment with clinicians” and “100 de-identified queries from physicians [...] in a live clinical environment,” frontier LLMs like GPT 5.2 and Claude Opus 4.6 “outperformed cli
Levi Miller
1 day ago2 min read


CHARGE Signal Newsletter 07/02/2026
CHARGE Surge CHARGE Surge is your home for continuous monitoring of the security and integrity of AI deployment. A surge is a sudden spike in voltage across a circuit. CHARGE Surge monitors voltage spikes across the healthcare circuit, providing the information you need to track AI security breaches, system failures, and critical emergent research. SURGE: OpenEvidence lashes out at authors of Nature study which reported superior performance from frontier LLMs OpenEvidence's
Levi Miller
1 day ago17 min read


CHARGE Wave: Jason G. Cooper on keeping humans in-the-loop, the AI space race, and the Dewey Decimal System
Jason G. Cooper is an AI integration expert, formerly of Paradigm, HMS, and Blue Cross Blue Shield. CHARGE had the pleasure of speaking with Jason G. Cooper this past weekend in an interview that ranged from responsible AI deployment to NASA to the historical significance of the Dewey Decimal System. Throughout his career as a Chief Technology, Analytics, and AI Officer, Jason has managed the core data and analytics systems and teams for major health payers and providers, a
Levi Miller
1 day ago8 min read


CHARGE Current: Abridge's AI partnership with Nvidia surfaces the risk of 'recursive AI'
Dr. Shiv Rao, Abridge's founder and CEO. Abridge is evaluated at $5.3 billion. At a sweeping keynote address on June 11, Abridge announced a strategic partnership with NVIDIA’s Nemotron to train a frontier artificial intelligence model designed specifically for clinical conversations. The new AI model will ostensibly be tailor designed for Abridge’s new suite of expanded operations, which it claims provides support for physicians at all stages of service, by surfacing and gen
Levi Miller
1 day ago3 min read


CHARGE Current: LLMs spearhead breakthrough in genomic reanalysis
AI-powered genomic reanalysis is revolutionizing local diagnosis of genetic diseases. A recent study from Harvard Medical School, Boston Children’s Hospital and OpenAI offers a compelling argument for LLM integration in rare disease diagnosis. With AI-assisted genomic reanalysis, researchers identified 18 new local diagnoses across 376 previously unsolved cases spanning neurodevelopmental and neuromuscular diseases, early psychosis, and sudden unexpected pediatric deaths. Th
Levi Miller
1 day ago2 min read


Secret Cyborgs: The Hidden Risk Your AI Governance Policy Is Missing
Most health systems have AI policies in place. But as AI becomes embedded in daily workflows, a growing share of use is happening quietly — outside formal approval pathways, and often beyond leadership’s visibility.
CHARGE
Mar 12 min read


Your AI is 99% accurate. So what? Why accuracy alone isn’t enough
“99% accurate” may sound decisive, but in healthcare AI it tells only a fraction of the story. Real impact is determined less by model performance alone and more by whether organizations can operationalize the output within their own workflows, teams, and constraints.
CHARGE
Mar 15 min read


AI on the Frontlines: Dr. Alexandra Rabotin on Ambient Scribes, Language Equity, and Real-World Workflow Challenges
In this interview, Dr. Alexandra Rabotin shares what ambient AI scribes look like in real clinical workflows, from bilingual encounters to safety-net settings.
CHARGE
Dec 10, 20253 min read


Clinical Perspectives on AI: Dr. Uwe Fischer on the Challenges and Opportunities of Integrating AI into Care
A vascular surgeon’s view on the risks, opportunities, and governance of AI in clinical care.
CHARGE
Aug 25, 20254 min read


48 Hospital and Health System Chief AI Officers to Know
From clinical decision support to enterprise automation, AI is reshaping healthcare, but who’s leading the charge? Meet the executives shaping the future of responsible AI in hospitals across the US
CHARGE
Jun 9, 20253 min read


Clinical Reality Check: Dr. Sarah Gebauer on Aligning AI Innovation with the Realities of Clinical Care
How do we move AI from promise to practice in healthcare? Dr. Sarah Gebauer unpacks what’s really holding systems back.
CHARGE
May 29, 20257 min read


Navigating AI Liability in Healthcare: Key Considerations for Health System Leaders
When AI harms, who’s to blame? As AI enters clinical care, liability is shifting. Here's what health leaders need to know.
Sam Khan
Apr 21, 20254 min read


Securing AI in Healthcare
Dr. Jan Clusmann on the Hidden Risks of AI Manipulation to Patient Safety
CHARGE
Feb 27, 202514 min read


Leading the CHARGE: AI Leadership Insights Series #4
Helen Lu, a clinical informatics leader, discusses challenges small health systems face in adopting AI to enhance patient care.
CHARGE
Feb 25, 20255 min read


Leading the CHARGE: AI Leadership Insights Series #3
Generative AI is reshaping healthcare. Dr. Eyal Klang shares how to harness it safely.
CHARGE
Jan 30, 20255 min read


Leading the CHARGE: AI Leadership Insights Series #2
Learn how healthcare can navigate AI risks and build trust with expert insights from Mitch Kwiatkowski.
CHARGE
Jan 27, 202514 min read


Leading the CHARGE: AI Leadership Insights Series
Dr. Deepti Pandita, CMIO at UCI Health, shares insights on driving safe and effective AI governance in healthcare.
CHARGE
Jan 17, 20255 min read


Navigating HIPAA's New Proposed AI Rule: Key Implications for Health Systems
Sam Khan explores the newly proposed HIPAA AI rule and its impact on healthcare AI compliance.
Sam Khan
Jan 15, 20254 min read


The Expanding Role of Chief AI Officers in Healthcare: A Comprehensive Overview for 2025
Explore the 2025 list of top Chief AI Officers shaping AI strategy, governance, and innovation in healthcare.
CHARGE
Jan 13, 20254 min read
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