I’m sharing a draft of a slightly-opinionated survey paper I’ve been working on for the last couple of months: Eight Things to Know about Large Language Models. Here are the eight things: LLMs predictably get more capable with increasing investment, even without targeted innovation. Many important LLM behaviors emerge unpredictably as a byproduct of increasing …
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Large language modeling research in NLP seems to be feeding into much more impactful technologies than we’re used to working with. While the positive potential for this technology could be tremendous, the downside risk is also potentially catastrophic, and it doesn’t look like we’re prepared to manage that risk. I’m starting a new research group …
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