MIT AI Risk Repository · Risk Sub-Category · 65.14.02

Improper usage

Category: Output risks (misuse)

Description

"Improper usage occurs when a model is used for a purpose that it was not originally designed for."

From AI Risk Atlas (IBM2025), as extracted by the MIT AI Risk Repository (CC BY 4.0).

Classification

Causal entity
Human

Subdomain definition: Users anthropomorphizing, trusting, or relying on AI systems, leading to emotional or material dependence and inappropriate relationships with or expectations of AI systems. Trust can be exploited by malicious actors (e.g., to harvest personal information or enable manipulation), or result in harm from inappropriate use of AI in critical situations (e.g., medical emergency). Overreliance on AI systems can compromise autonomy and weaken social ties.

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How other frameworks describe this risk

Other entries from IBM2025