Fraud and Fakes in AI are on the Way.

Consider just a few ways that AI can be used to create fraud through omission, latency, commission, oversampling, or bias. We already have AI created fake voices and fake images. This is just the beginning.

A. First of all, much of the purported AI is little more than standard statistical analysis, with error criteria unmentioned at best or concealed at worst.

B. Error that creep in to AI results are forever. There seems no continuing validation. Very important in medicine.

C. AI results and conclusions may dominate human conclusions and decisions, deprecating the human factor. Already students are using AI to generate original assignments.

D. Generative AI can be used to create new (i.e. fake) data and images, which in turn can be sold to other data centers as original data. This will impact business decisions, government regulations, and even scientific results - to mention just a few.

I expect in the next few years, the issues of fakes and fraud with AI will explode on the world stage. There soon may be senior ministers in governments, institutions, and military to monitor AI fraud.

Comments

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