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From Public Medical Knowledge to Sovereign Clinical Intelligence
Health Tech

From Public Medical Knowledge to Sovereign Clinical Intelligence

Consumer medical AI is hitting its ceiling. What comes next. Forbes 2026

Matt Martin·28 March 2026·2 min read
AI software development. From liability to preferred

AI software development. From liability to preferred

In regulated industries, "built with AI" is currently a procurement liability because no trusted verification standard exists. So builders hide it. And adoption stalls.

Matt Martin1 min read
Augmented Peer Review: A Framework for AI-Supervised Academic PublishingAI & Automation

Augmented Peer Review: A Framework for AI-Supervised Academic Publishing

The traditional academic peer review process is facing a sustainability crisis characterized by 6–18 month publication delays, persistent geographic bias, and a reproducibility crisis.

Matt Martin1 min read
Beyond Popularity: Authority-Weighted Rating Systems for Evidence-Based Medical Content EvaluationAI & Automation

Beyond Popularity: Authority-Weighted Rating Systems for Evidence-Based Medical Content Evaluation

Traditional 5-star rating systems conflate popularity with quality, a critical flaw in healthcare where clinical validity depends on domain expertise rather than mass appeal. Existing platforms lack mechanisms to distinguish expert consensus from layperson opinion, leaving medical content vulnerable to misinformation and gaming.

Matt Martin2 min read
I Built an App in Minutes. Here's Exactly How I Did It.Health Tech

I Built an App in Minutes. Here's Exactly How I Did It.

The trick isn't knowing how to code. It's knowing how to ask. Video at the bottom of the page

Matt Martin3 min read
What I Learned After 12,000 Hours with AIAI & Automation

What I Learned After 12,000 Hours with AI

Practical lessons from 12,000+ hours of daily AI use. No hype, no jargon — just what works.

Matt Martin5 min read
The Two Rules That Changed EverythingHealth Tech

The Two Rules That Changed Everything

Start a fresh conversation. Start a fresh conversation.

Matt Martin1 min read
AI Can Do Far More Than you May Realise.Health Tech

AI Can Do Far More Than you May Realise.

The biggest leap in AI usefulness isn't a smarter model — it's that AI can now **take action** in your world. And most people haven't noticed.

Matt Martin3 min read