CalmWave

Hospital telemetry has been built to detect deterioration. It has not been built to gauge recovery. I made this case in Inc. ICU monitoring was built to catch the crash. Alarms fire when the heart rate spikes. Protocols activate when pressure drops. Rapid

A randomized controlled trial published earlier this year in Nature Medicine tested what happens when real people use large language models to assess medical scenarios. 1,298 participants. Ten clinical vignettes. Three LLMs. One control group with no acce

The Wharton School just published a study that measures the cost of opaque AI recommendations, and it is eye-opening. When an AI recommendation arrives confident and unexplained, people accept it roughly 80 percent of the time. Including when the AI is sy

Pediatric ICUs run inside a continuous wash of monitor signals. NICU and PICU teams are forced to sort signal from noise across that volume every shift. CalmWave was selected as one of four finalists in the 2026 KidsX x Solutions for Patient Safety Innova

We've discussed ICU alarm fatigue. What about AI fatigue? Every booth at conferences says AI. Every panel says AI. Every conversation started with AI. Don't get me wrong, I'm not a hater. Quite the opposite. In fact, I believe that, used appropriately, AI

Stryker's SmartHospital Platform, announced this morning ahead of HIMSS, is worth reading carefully. Connected devices. Intelligent alarm routing. Ambient sensing. Virtual care workflows across the hospital. The vision of the care environment as a unified

Not because the people behind them stop caring. Because the operating environment applies pressure that commitments cannot absorb. Here is what the pattern looks like in a hospital ICU. A nurse starts a 12-hour shift with two critically ill patients. The

This week, Anthropic, the AI company that built its brand on being the safety-first lab, quietly replaced its core safety commitment. The original pledge said they would never train a system unless they could guarantee safety measures were adequate in adv

Once recovery becomes a first-class signal, the hospital's operational logic changes. Consider what happens today when a patient is physiologically ready for discharge, but the system lacks objective confidence to act on it. The bed stays occupied. Costs

The bedside monitor was never designed to know your patient. It was designed to alarm when a value crosses a threshold, the same threshold set for every patient on the unit, regardless of their physiology, their medications, or where they are in their rec