AI agents already draft campaign variants, shift budget and prepare launches with less human input every quarter. This article maps five real use cases already in production, plus the audience signal most agents still act without.

TypeSafe AI, founded by a former OpenAI researcher, has introduced Jev, an AI model that returns calibrated probabilities instead of text. This article sorts out the hype from the facts and what it means for marketing decision makers.