What is Dual-Use Foundation Model Misuse Risk Management?
Dual-use foundation model misuse risk management is the set of controls used to identify, assess, and reduce the risk that a foundation model can be used for harmful purposes as well as beneficial ones. It matters because regulators increasingly expect providers to manage misuse pathways such as fraud, malware assistance, biosecurity abuse, and other high-impact harmful uses.
In Depth
In practice, this includes misuse case analysis, abuse monitoring, access restrictions, evals for harmful capability, red-teaming, rate limiting, incident response, and escalation procedures for high-risk outputs or users. Compliance teams also need governance over model release decisions, logging, policy enforcement, and vendor or downstream customer controls when the model is distributed or integrated into products.
This topic is most relevant for frontier and general-purpose AI governance, where the same model may support multiple applications and threat models. It appears in policy discussions around frontier models, systemic risk, and safety-by-design expectations, including the EU AI Act’s GPAI and systemic-risk provisions, NIST AI RMF risk management practices, ISO/IEC 42001 controls, and emerging frontier-model governance regimes.
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