As generative language fashions enhance, they open up new prospects in fields as various as healthcare, regulation, schooling and science. However, as with every new know-how, it’s price contemplating how they are often misused. In opposition to the backdrop of recurring on-line affect operations—covert or misleading efforts to affect the opinions of a target market—the paper asks:
How may language fashions change affect operations, and what steps may be taken to mitigate this menace?
Our work introduced collectively completely different backgrounds and experience—researchers with grounding within the ways, methods, and procedures of on-line disinformation campaigns, in addition to machine studying consultants within the generative synthetic intelligence area—to base our evaluation on traits in each domains.
We imagine that it’s important to research the specter of AI-enabled affect operations and description steps that may be taken earlier than language fashions are used for affect operations at scale. We hope our analysis will inform policymakers which can be new to the AI or disinformation fields, and spur in-depth analysis into potential mitigation methods for AI builders, policymakers, and disinformation researchers.
