Attention, simplified. k-a.in/llm4.html

感觉一起写代码的时候遇到的一个经典red flag的就是那种说我们代码不规范想要重构的…… 其实这是一个看不懂代码的信号，而不是对方能力强品味好的信号；智商超群，能handle足够复杂的代码的工程师反而往往不会说这个话。

Ok there's a new paper in my top 3 favorites Vision transformers need registers Clear problem, elegant solution, well written, easy to understand, good results, limitations included. No fancy losses or layers. No equation (at all!) Here's a short summary: (1/4)

人人能写出高质量提示词，这个真的感动了 比较适合我这样的小白

EARLY PREPRINT: Softpick: No Attention Sink, No Massive Activations with Rectified Softmax Why do we use softmax in attention, even though we don’t really need non-zero probabilities that sum to one, causing attention sink and large hidden state activations? Let that sink in.

Notes from Y Combinator on how to get the most out of vibe coding:

Make your RAG application 10x smarter! ColiVara is a unique document retrieval method that does not need chunking or text processing. It still feels like RAG but without OCR, text extraction, broken tables, or missing images. What you see is what you get. ✨ Here’s why it’s a

谷歌、Anthropic 和 OpenAI 免费分享了他们的提示和智能体构建秘籍， 如果你还没读过，那可真是错过了👇：

I wrote a book on TypeScript. It took 9 months of my life. And I gave it away for free.

LangChain Interrupt 2025 开幕演讲终于放出来了，强烈建议所有做 AI 工程的开发者、产品、创业者都看一遍。 全是干货！！！ 全程不讲估值，不吹爆炒作，不show 模型， 完整的一个 Agent 工程路线图： Agent到底怎么构建、怎么部署、怎么协作、怎么跑进业务系统。 过去这段时间，

付鹏最新文章《链上布雷顿森林体系：稳定币、美债与21世纪美元新架构》 稳定币。。。是美债的重构、美元的重塑、（美元）主权的延伸。

Anthropic 真的发布了最棒的免费提示工程学大师课

Mathematical Theory Of Deep Learning This book will help you to build an understanding of fundamental mathematical concepts in deep learning. Pages-> 255

GPU Programming A very good as well as animation based tutorial for GPU Programming. Link in comments 😎👇

GPU Programming

付鹏专访（可能下架，建议先收藏） 未来三五年最确定的投资机会

A super coooool profiling tools for gpu programmer

you'll be unstoppable.

2025年确实是“一人独角兽”公司最有可能诞生的时代，下面这些的工具正在根本性改变开发流程。 #一人公司 #超级个体 #AI