That's the gap I'm working to close.

What patterns are you seeing in #AI implementation in your environment?

Most AI governance frameworks focus on bias, explainability, and technical controls. Almost none focus on the humans who will actually use these systems.

4/n

When people feel unheard or misunderstood during technology rollouts, they (we) resist, work around systems, or make critical errors. With AI, these human mistakes get amplified.

3/n

I've seen this pattern across web development, databases, software development, and my last 10 years in cybersecurity. Now I'm watching AI implementations make the exact same mistakes.

2/n

Preach!