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The article's focus on copyright is inflammatory, but the paper does present some big questions. Original paper: https://huggingface.co/papers/2308.05374 https
by w10-1 3y ago
The article's focus on copyright is inflammatory, but the paper does present some big questions.
Original paper: https://huggingface.co/papers/2308.05374 https://huggingface.co/papers/2308.05374
Abstract:
major categories of LLM trustworthiness:
reliability, safety, fairness, resistance to misuse,
explainability and reasoning, adherence to social norms, and robustness.
Each major category is further divided into [...] a total of 29 sub-categories.
The measurement results indicate that, in general,
more aligned models tend to perform better in terms of overall trustworthiness
The paper shows that trustworthiness is now a design goal. It would seem good to avoid e.g., hallucinations, but is it really socially good to induce reliance?
Compare AI companies targeting "trustworthiness" today with social media companies targeting "engagement" in decades past: they might increase uptake, but build significant externalities into their business model, and then lose most of the social benefits of adoption.