From the course: AWS Certified AI Practitioner (AIF-C01) Cert Prep

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Generative AI disadvantages

Generative AI disadvantages - Amazon Web Services (AWS) Tutorial

From the course: AWS Certified AI Practitioner (AIF-C01) Cert Prep

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Generative AI disadvantages

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- Let's take a look at seven different disadvantages of generative AI models where they might be an anti-pattern and not especially useful. Our first disadvantage is that Gen AI models could inadvertently create content that's going to violate regulatory guidelines, such as misleading advice, content that doesn't comply with standards. And so organizations that use these models may run into challenges, and it's a reminder that whatever is being returned as a result of Generative AI prompts in a lot of cases, there needs to be an actual human looking over that. Next, we have Social Risks, and Generative AI, especially video generation, can be used to create deep fakes, or with other types of media disinformation, biased content, and this can cause all sorts of problems, from trust, public opinion, polarization, and so the potential for misuse is something that we all need to be careful with. Our next disadvantage is Data Security and Privacy, and a lot of times Generative AI models…

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