Field notes on voice
The research and the reasoning behind Timbrel — stylometry, the psychology of style, and what it takes to make a model sound like a person instead of a model.
The objection, answered
Why “write like me” never works
You can ask a chatbot to sound like you all day. The three reasons it can’t comply are specific, and they point straight at the thing that does.
The research, in plain English
The science of sounding like yourself
Stylometry spent a century recognizing a writer from a handful of throwaway words. Here is what that research says about why AI prose feels generic, and how you hand a model your fingerprint back.