Each evaluation is a window into an AI model, Solaiman says, not a perfect readout of how it will always perform. But she hopes to make it possible to identify and stop harms that AI can cause because alarming cases have already arisen, including players of the game AI Dungeon using GPT-3 to generate text describing sex scenes involving children. “That’s an extreme case of what we can’t afford to let happen,” Solaiman says.
Solaiman’s latest research at Hugging Face found that major tech companies have taken an increasingly closed approach to the generative models they released from 2018 to 2022. That trend accelerated with
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