The Smallness of Large Language Models

Communications of the ACM 

After an initial period of enthusiasm, attitudes toward generative AI (embodied as GPT) have soured. A flurry of polls revealed the shift in mood. One showed 70% of respondents had little or no trust that GPT can provide accurate information. Respondents see great dangers to society from misinformation that cannot be detected, and they fear that when GPT is put into search engine interfaces, reliable fact checking will be impossible. Another poll showed 70% wanted to see some kind of regulation or ban on commercial rollout to allow time to head off the dangers.

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