Forecasting potential misuses of language fashions for disinformation campaigns and scale back threat

As generative language fashions enhance, they open up new prospects in fields as numerous as healthcare, regulation, training and science. However, as with all 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 could be taken to mitigate this menace?

Our work introduced collectively completely different backgrounds and experience—researchers with grounding within the techniques, methods, and procedures of on-line disinformation campaigns, in addition to machine studying specialists within the generative synthetic intelligence subject—to base our evaluation on tendencies in each domains.

We consider that it’s essential 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 are 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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