AI systems can repeat mistakes endlessly

One thing becoming increasingly obvious while testing AI systems:

Humans naturally slow down after mistakes.

AI systems don’t.

A system can:
• repeat the same behavior
• scale incorrect outputs
• automate harmful patterns consistently

…without understanding regret, caution, or hesitation.

That creates a very different reliability problem from traditional software systems.

The challenge isn’t only preventing failure.

It’s preventing perfectly repeated failure.