I am learning this by using it.

I work across writing, research, websites, software and Bitcoin education. AI now touches parts of that work, but not always in the ways a product demo suggests.

This site is where I keep the methods that survived contact with real work. I will also keep the dead ends, because failure becomes useful when the conditions are clear.

"I am not trying to predict AI. I am trying to notice what changes when I use it."