Forecasting potential misuses of language models for disinformation campaigns and how to reduce risk

OpenAI, in collaboration with Georgetown University’s Center for Security and Emerging Technology and the Stanford Internet Observatory, published a report investigating how large language models (LLMs) could be exploited for disinformation campaigns. The research, which included a workshop with 30 experts, outlines potential threat scenarios—such as generating misleading texts at scale or personalizing false narratives—and proposes a framework for evaluating mitigation strategies. For developers and builders of AI workflows, this report underscores the dual-use nature of generative language tools. While LLMs offer productivity gains in content creation, they also lower barriers for malicious actors. The practical implication is that anyone deploying these models in public-facing applications should consider safeguards like output filtering, usage monitoring, and provenance tracking. The report does not prescribe specific technical solutions but provides a structured way to think about risks. This is a reminder that responsible deployment requires awareness of the broader information ecosystem, not just model performance.