transformers update their predictions in a precise, mathematically predictable way as they process new information
这一发现挑战了我们对LLMs工作方式的传统理解。如果transformers的预测更新是可预测的数学过程,那么它们的行为可能比我们想象的更加确定性和可解释,这暗示了当前AI系统可能比我们意识到的更加'机械'而非'智能'。
transformers update their predictions in a precise, mathematically predictable way as they process new information
这一发现挑战了我们对LLMs工作方式的传统理解。如果transformers的预测更新是可预测的数学过程,那么它们的行为可能比我们想象的更加确定性和可解释,这暗示了当前AI系统可能比我们意识到的更加'机械'而非'智能'。
Mus, P. D. (n.d.). What Is the Difference between Pandemic and Endemic? Boston University. Retrieved February 21, 2022, from https://www.bu.edu/articles/2022/difference-between-pandemic-and-endemic/
Living with COVID-19: How the virus could turn into the common cold, or something far worse. (2022, January 9). The Mercury News. https://www.mercurynews.com/2022/01/09/living-with-covid-19-how-the-virus-could-turn-into-the-common-cold-or-something-far-worse
Geddes, L., & correspondent, L. G. S. (2022, January 11). Will Covid-19 become less dangerous as it evolves? The Guardian. https://www.theguardian.com/world/2022/jan/11/will-covid-19-become-less-dangerous-as-it-evolves
Sloman, S. A. (2021). How Do We Believe? Topics in Cognitive Science, 0(2021), 1–14. https://doi.org/10.1111/tops.12580
As you can see, one of the main differences between the old var and the new let/const declarations (besides their scope) is that the latter are constrained by the Temporal Dead Zone semantics, meaning they will throw a ReferenceError when accessed (read/write) before being initialized, instead of returning undefined as a var-declared variable would. This makes the code more predictable and easier to spot potential bugs. Simple, isn't it?
Your styles are scoped to the component. No more leakage, no more unpredictable cascade.
It's fashionable to dislike CSS. There are lots of reasons why that's the case, but it boils down to this: CSS is unpredictable. If you've never had the experience of tweaking a style rule and accidentally breaking some layout that you thought was completely unrelated — usually when you're trying to ship — then you're either new at this or you're a much better programmer than the rest of us.
Ledford, H. (2020). What the immune response to COVID-19 says about the prospects for a vaccine. Nature. https://doi.org/10.1038/d41586-020-02400-7
Canonical publishes new releases of Ubuntu on a regular cadence, enabling the community, businesses and developers to plan their roadmaps with the certainty of access to newer open source upstream capabilities.