A woman sitting on a concrete ledge outdoors, wearing a burgundy blazer, a white blouse with a scarf tie, a pleated bronze-colored skirt, and matching brown heels, with a wooden panel building and green bushes in the background.

Design Notes

I notice things. How systems work, how minds push back against them, and what happens in the space between design and cognition. These are the notes I take along the way.

Antoinette Banks 2/24/26 Antoinette Banks 2/24/26

Before You Deploy: Eight Questions for AI Builders

We all use AI systems now. Most of us build with them, write with them, or make decisions informed by them. But very few of us stop to ask what those systems carry.

Antoinette Banks 2/21/26 Antoinette Banks 2/21/26

My Data Manifesto

I did not come to AI through a lab; I came through a waiting room. This manifesto is a call to architect systems

Antoinette Banks 2/18/26 Antoinette Banks 2/18/26

Biological Psychology Says Otherwise

Someone told me to take the emotion out of it. Biological psychology says otherwise.

Antoinette Banks 2/17/26 Antoinette Banks 2/17/26

Curiosity Built AI. Speed Took Over.

The intellectual foundation of AI was philosophical, not technical. We forgot that. Social impact work is the road back.

Antoinette Banks 2/16/26 Antoinette Banks 2/16/26

Custom Everything, But Not...?

We customize coffee, clothes, and cars without hesitation. So why not education?

Antoinette Banks 2/15/26 Antoinette Banks 2/15/26

The AI Divide Isn't What You Think

The real AI divide isn't between countries. It's between systems designed for the average mind and systems designed for the full range of human variability.