行业

Gary Marcus 批评混淆神经网络自解与符号验证两种解题方式

精选理由

Gary Marcus 发火吐槽了,说很多人分不清神经网络自己解题和符号系统验证答案的区别,想聊 AI 能力边界可以看看。

Gary Marcus 在 X 上发文批评一批推文的观点,指出这些评论者分不清两种解题机制的区别:a 是神经网络独立求解,b 是神经网络提出候选答案后由独立符号系统进行验证。他强调这是理解 AI 能力边界的关键区别,认为不懂这点的人不应评论 AI。该推文目前有约 586 次浏览。

原文 · Gary Marcus

yep, this, too, like a bunch of other similar tweets, is typical of the cluelessness of people who literarily don’t understand the difference between a. a neural network solving a problem by itself and b. a neural network proposing an answer and having a separate symbolic system verify it. if that’s over your head, you probably shouldn’t be commenting about AI. wh @nrehiew_ 🔗 View Quoted Tweet 💬 0 🔄 0 ❤️ 2 👀 586 📊 1 ⚡