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As generative language fashions enhance, they open up new prospects in fields as numerous as healthcare, legislation, schooling and science. However, as with every new expertise, 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 audience—the paper asks:
How would possibly 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 techniques, strategies, and procedures of on-line disinformation campaigns, in addition to machine studying consultants within the generative synthetic intelligence discipline—to base our evaluation on developments in each domains.
We imagine that it’s crucial 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 might be new to the AI or disinformation fields, and spur in-depth analysis into potential mitigation methods for AI builders, policymakers, and disinformation researchers.
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