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September 29, 2026

Takeaways from the most recent news in the technology and policies shaping healthcare.

Health IT

Health System AI Leaders Downplay OpenEvidence Study Fight

By Healthcare Technology News ·

A study published in Nature Medicine in June found that general-purpose large language models from OpenAI, Google and Anthropic outperformed specialized clinical AI tools from OpenEvidence and Wolters Kluwer across a series of medical benchmarks, according to Becker's Hospital Review. OpenEvidence has asked the journal to retract the paper, and Wolters Kluwer has disputed its methodology.

The executives who actually decide which tools to deploy are largely unbothered by the back-and-forth. Benchmarks, they told Becker's, rarely capture how a model performs inside a real clinical workflow, where integration, safety guardrails and citation quality matter more than a leaderboard score.

The deeper tension is harder to dismiss. As frontier models from the biggest labs improve quickly and cheaply, purpose-built clinical products face pressure to prove they still justify their cost. Specialized vendors argue their value lies in vetted medical sourcing and workflow fit, not raw benchmark performance. That question, not one contested paper, will shape buying decisions.

Sources

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Health IT

Why Utilization Management Is AI's Hardest Healthcare Problem

Predicting reimbursement before denials occur is proving to be one of healthcare AI's toughest challenges because it blends clinical judgment with ever-changing payer rules.

Why it matters: Denials and utilization management drive massive administrative costs, so getting AI right here could reshape provider revenue and patient access to care.

Health IT

Pointcore Launches Perception to Turn Hospital Data Into Action

Pointcore's Perception platform aggregates hospital operational data and uses AI modeling to help leaders make faster, better-informed operational decisions.

Why it matters: Hospitals sit on vast operational data but rarely turn it into action, and tools that close that gap could reshape how systems manage cost and capacity.

Health IT

Tennr Hires CRO John Capaldi to Scale Sales Push

Patient orchestration platform Tennr hired John Capaldi as CRO and two enterprise sales executives to scale its go-to-market organization.

Why it matters: The hires show a well-funded health-tech startup pivoting to aggressive enterprise sales, a sign of maturing competition in referral and intake automation.