About Me
Behind the Answer
I'm Stephanie R. Frazier-Mumford - a fairly new writer, entrepreneur, creative designer, farmer, operations professional, and self-taught hands-on explorer of artificial intelligence.
My perspective on AI comes from an unusual place: not from building models in a laboratory, but from putting technology to work in the real world. After more than 25 years across healthcare, government human services, business operations, leadership, and entrepreneurship, I've spent much of my career taking complicated information and turning it into something people can understand and use.
Today, I bring that same approach to artificial intelligence - testing it, questioning it, building with it, and examining what happens when AI moves beyond the prompt and into actual work, decisions, creativity, and everyday life.
Rework the Answer is built around a simple idea: AI can produce an answer, but producing an answer and deciding what to do with it are not the same thing.
I use AI to write, research, question, create, experiment, build, and explore. But I also challenge what it gives me. I check it. I push back. I change direction. Sometimes I use the answer. Sometimes I rework it completely.
That is the thinking behind RTA: Review. Test. Act.
Review what AI gives you.
Test what deserves your trust.
Act on what you decide is worth carrying forward.
Because the answer isn't where the work ends.
It's where our part begins.
Rework the Answer is where I write about what I discover along the way.
