· 1 min

Conversational AI is not a chat box

Natural assistants depend on context, timing, feedback and restraint—not only model quality.

The premise

A chat box is a container. It is not an interaction model. A useful assistant needs to know when to speak, what context it may use and how to recover when it cannot help.

The decision

Streaming, visible status and clear boundaries shape trust as much as the answer. So does restraint: the assistant should not interrupt, invent certainty or hide the cost of sending information to a model.

The standard

The design work lives around the model—in consent, context, feedback, error handling and the path back to a person.

Looking for a designer who owns the problem, not just the deliverable.

Available for full-time roles in product-led teams where experimentation drives decisions.