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Communications of the ACM

ACM Opinion

The Inherent Limitations of GPT-3

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Illustration shows a futuristic female robot head emanating from a smartphone.

Much of the hype surrounding GPT-3 has been excessive and has overestimated its capabilities.

Credit: Getty Images

GPT-3 has many limitations—reliability, interpretability, accessibility, speed, and more—that constrain its capabilities. While these limitations may be addressed in future iterations of GPT, none are trivial—and some are very challenging—to fix.

It's important to be aware of these limitations when predicting GPT-3's potential impact on your career or the future in general.

From Last Week in AI
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