A Valid Model Response Can Still Be an Unsafe One
A model can return valid JSON. The API can return 200 OK, the evaluation suite can pass, and the confidence score can be high. The system can still do the wrong thing.
Oct 3, 20266 min read
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A Human in the Loop Does Not Automatically Make an AI Workflow Safe
One of the most common phrases in healthcare AI is: “A human is always in the loop.” It sounds reassuring. But a human reviewing an AI output does not automatically make the workflow safe. The impor
Oct 2, 20266 min read2
Your Healthcare AI Model Passed Its Tests. Your Workflow Can Still Fail.
Why model accuracy isn't enough when AI output becomes part of a real healthcare workflow. The model is only one component of the system: Input → AI processing → validation → confidence policy → human
Oct 1, 20265 min read4