What a Real HIPAA Audit Actually Looks Like for Healthcare AI

<p>I’ve spent the last three years defending algorithm updates to notified bodies and answering the same auditor question: “Show me how you control changes to this model.” For

<h2> The Problem </h2> <p>Doctors in India spend 2–3 hours daily on clinical documentation. Most EMR systems are glorified data entry forms that add to the burden rather than

<p><em>Troy Anthony Cronin is the founder of GuardianChain, LLC and the architect of GC-1 — non-custodial cryptographic evidence infrastructure for AI accountability. 64,000+

<p>Most companies shipping AI have never once tried to break it.</p> <p>Not because they don't care about security. Because they assume the model handles it. The model was trained

<p>I've spent the last six years building cloud infrastructure and CI/CD pipelines for healthcare and defense engineering teams. The same five mistakes keep showing up across

<p>It starts with a misconfigured S3 bucket.</p> <p>Not a zero-day. Not a nation-state exploit. Just a forgotten public bucket — the kind that shows up in every cloud audit and

<p>You opened ChatGPT before Slack this morning.<br /><br /> Not for anything complicated. Just to figure out how to begin.</p> <p>That small move is already changing what

<blockquote> <p><strong>One-line summary:</strong> Last week's leaks became this week's reality — and reality is more shocking than the rumors.</p> <p><strong>This week's dual