Archive - AI in Healthcare

Why cancer registries stay years out of date - and what regulatory-grade oncology AI changes

Originally published in Forbes, July 2025.

Jun 18 • David Talby

Why the 2026 Medicare Advantage rate decision raises the bar on HCC coding accuracy

Originally published in MedCity News, Rama on Healthcare, and Gene Online — June 2025.

Jun 13 • David Talby

When smaller wins: the size calculus for generative AI in regulated work

Originally published October 2024 in CIO.

Jun 11 • David Talby

The agreeable AI problem: why LLMs echo wrong answers back to you, and what it costs in healthcare

Originally published August 2024 in CIO.

Jun 8 • David Talby

Where AI is actually changing pharma: four workflows that are already producing results

Originally published July 2024 in PharmaPhorum and Pharma Compliance Monitor.

Jun 3 • David Talby

May 2026

What 304 healthcare AI practitioners said about their 2024 budgets, models, and worries

Originally published April 2024 in Hospital & Healthcare Management and Holistic Pulse, based on the 2024 Generative AI in Healthcare Survey conducted…

May 30 • David Talby

What healthcare already knows about shipping AI that other regulated industries haven’t figured out yet

Originally published March 2024 in CIO and Multilingual.

May 28 • David Talby

Gaps between AI demo and AI production: three things 2024 will force enterprises to fix

Originally published March 2024 in CIO

May 25 • David Talby

Why the next useful medical chatbot will not look anything like ChatGPT

Originally published November 2023 in HIT Consultant and MedCity News.

May 23 • David Talby

What benchmarks miss: two clinical AI failures that reshaped how we build medical LLMs

Originally published November 2023 in Medhealth Outlook.

May 16 • David Talby

What synthetic patient data quietly breaks in clinical AI

Based on an article published in Forbes Tech Council (May 2023)

May 14 • David Talby

Three non-negotiables that separate regulatory-grade healthcare AI from LLM Pilots

*Based on articles in Forbes (April 2023) and CIO (June 2023)*

May 13 • David Talby

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