Definition
Audience design is the way speakers (and language models) shape what they say based on who they think is listening. In LLM behavior it shows up as systematically different answers depending on cues about the user’s identity, politics, or expertise — sometimes helpful tailoring, sometimes a vector for sycophancy or bias.