deceptionforward
Deceptionforward is a term used to describe a design philosophy in information safety and human–machine communication. It envisions proactive measures to anticipate and counter deception in text, images, and interactions by embedding forward-looking safeguards into systems that generate or relay information.
Origins and scope: The term is not widely standardized; it has appeared in discussions of AI governance
Key components: deception forecasting (models estimate deception risk for content or responses); transparency controls (labels, sources,
Applications: online platforms, conversational agents, search and recommendation systems, and media literacy education. In practice, deceptionforward
Criticism: supporters acknowledge benefits for trust and safety, but concerns include false positives, deployment costs, potential
See also: misinformation, disinformation, AI safety, ethics in technology.