NOVITA'[1406]

Contemporary descriptions of AI–human exchange often rely on terms such as collaboration, co-creation, or co-reasoning. These labels register that knowledge develops through back-and-forth contribution rather than unilateral production. What they fail to explain is how meaning actually changes across the exchange. They describe outcomes without specifying mechanism.