AI systems don’t forget mistakes

One thing becoming increasingly obvious while working with AI systems:

Humans make mistakes temporarily.

AI systems can repeat mistakes endlessly and consistently.

People:

• forget

• lose context

• move on

AI systems can:

• retain patterns

• scale behavior

• automate errors repeatedly

That changes the nature of reliability and security completely.

The danger isn’t only intelligence.

It’s persistence.