Time to get back to what this group is really for: throwing ideas around and pulling them apart together. One morning a few weeks back, I uploaded a photo of my face to a free AI color tool, and it came back saying I was a Spring, 87% confident. In dozens of analyses over the years, not one person has ever put me in Spring. So I gave the exact same photo to every other free AI color tool I could find. (I like to try to break these things before I trust them.) Six came back with an answer. Between them: Spring, Summer, Autumn, and Winter. Four seasons from one face in about ninety minutes. Same file, no edits. I wrote the whole experiment up on ColorPraxis, my new Substack: the tools that landed near my real coloring, the ones that scattered, and how completely sure every one of them sounded. Has an app ever handed you a season a real analyst never would? What is your level of confidence in the AI apps out there, and how does that differ from asking a platform like ChatGPT directly?