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软件2.0:从编码到数据编程

Created by TonyWang

Right. So uh yeah, exactly. So software 1.0 I’m writing code, software 2.0 I’m actually programming by creating data sets and training uh training neural networks. So the programming is kind of like arranging data sets and maybe some objectives and neural network architectures. And then what happened is that basically if you train one of these GPT models or LLMs on a sufficiently large set of tasks implicit basically implicitly because by training on the internet you have to multitask all the things that are in the data set. Uh these actually become kind of like a programmable computer in a certain sense.

对,嗯,没错。所以软件1.0是我在写代码,而软件2.0实际上是通过创建数据集和训练神经网络来编程。这种编程有点像整理数据集,再加上一些目标和神经网络架构。然后发生的事情是,如果你在足够多的任务上训练这些GPT模型或LLM,基本上隐式地——因为通过互联网训练,你必须同时处理数据集中的所有事情——这些模型在某种意义上实际上变成了一种可编程的计算机。

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Analysis Provider DeepSeek · deepseek-chat
Created 2026/5/18 23:54:11
Source Obsidian selected text
Author TonyWang