the surface
of culture.
I studied sociology with a specific fixation: can we accurately read community behavior? I worked with blockmodels and linguistic analysis, formal methods for mapping how groups structure themselves and how language reveals those structures.
I came to Twitch through the same instinct. Not the streams,the chat. Thousands of people developing shared vocabulary in real time. Signs absorbing layers of meaning through sustained collective use until no participant could articulate what they meant anymore. They just knew.
I spent several years developing both the framework and the infrastructure to read that process with precision. Accumulated semiosis,the mechanism by which meaning builds through participation, not transmission,is the theoretical foundation. The infrastructure applies it across 25,000+ creator communities, updated daily.