Insights from the Front Lines of Medical Documentation

We explore the root causes of information chaos, designing for clarity, and the thoughtful application of AI in medicine.

Why “Faster Notes” Won’t Fix Cognitive Overload
Blog, Our Approach, The Problem Jacob Kantrowitz Blog, Our Approach, The Problem Jacob Kantrowitz

Why “Faster Notes” Won’t Fix Cognitive Overload

Notes that write themselves are handy—but they don’t cure information overload. Clinicians still scroll through dozens of encounters to recover context. In this post we unpack why “faster notes” isn’t enough, show how persistent, problem-oriented threads cut cognitive load, and share what we’re building at River Records to keep every detail—labs, meds, follow-ups—exactly where you need it, every time.

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Drowning in Documentation: The Cognitive Overload of Clinical Notes
Blog, The Problem Jacob Kantrowitz Blog, The Problem Jacob Kantrowitz

Drowning in Documentation: The Cognitive Overload of Clinical Notes

Clinical documentation is no longer a tool for clarity—it’s a source of mental overload.

Today’s EHRs bury clinicians in duplicated notes, fragmented interfaces, and templated noise. The result? Slower decisions, missed signals, and mounting burnout. This week, we explore how cognitive overload is quietly eroding care quality—and what a better future could look like if documentation supported clinical thinking instead of sabotaging it.

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