What is attention actually paying attention to?

A 10-minute Manim walkthrough of Query, Key, Value, softmax, multi-head attention, and why long context gets expensive.

Watch: https://youtu.be/nFyr1tx2C-E
Mirror: https://attention-mechanism-20260430.vercel.app/attention_mechanism_en_public_720p_small.mp4

#AI #MachineLearning #Manim #Math

矩阵不是一张表，它更像一台空间机器。

给它一个点，它把点搬到新位置；给它一张网格，空间会被拉伸、倾斜、旋转。

用 Manim 看懂线性代数里最关键的直觉：矩阵表示空间变换。
https://postiz.aolingge.dev/uploads/2026/04/29/fb92b4fbd8399b3351724c3eba4891084.mp4

#数学 #线性代数 #矩阵 #Manim #科普

Don't repost the clip. Rebuild the idea.

A clean AI workflow for turning trend research into an original short-form asset: format scan -> fresh script -> vertical render -> review queue.

#AIWorkflow #CreatorTools