Nicholas Carlini - Are LLMs worth it?
Автор: Conference on Language Modeling
Загружено: 2025-11-03
Просмотров: 5052
Описание: Having largely succeed at creating highly effective language models over the past decades, this talk examines the risks we now face. I discuss both the immediate harms that we are already facing today (e.g., sycophancy), risks that seem inevitable to arrive in short order (e.g., LLM aided abuse), and 'existential risks' some argue are likely to arrive soon after that (e.g., Doom?). I argue that each of these risks fall on a single continuum, and progress mitigating any one of these risks contributes positively towards mitigating the others. I propose several research directions that have been under-explored by the academic ML/LLM research community that could help mitigate these risks, and advocate for increased collaboration between all those who are concerned about risks of 'AI' broadly construed.
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