Archive

2026  8

November  1

Efficient Large-Scale Crawling with an AI Agent: 3 Days, $175, 3 Billion Original Images

 · 8 min · 1545 words · Elliot Shichao Song

October  2

CaptionExam: A Challenging QA Benchmark for Captioners

 · 10 min · 2045 words · Elliot Shichao Song

A Billion-Scale Retrieval System for Text-to-Image Training Data

 · 19 min · 3948 words · Elliot Shichao Song

May  1

Fully Annotated Guide to “A (Long) Peek into Reinforcement Learning”

 · Updated:  · 45 min · 9392 words · Shichao Song

April  1

Fully Annotated Guide to “The Multi-Armed Bandit Problem and Its Solutions”

 · Updated:  · 16 min · 3257 words · Shichao Song

March  2

Product Requirements Document of Ouroboros

 · Updated:  · 12 min · 2553 words · Shichao Song, Qingchen Yu, Huayi Lai, Xiaonan Zhang

Everything is Fleeting: A Roadmap to the Post-Labor AI Economy

 · Updated:  · 12 min · 2532 words · Shichao Song

February  1

我目前知道的

 · Updated:  · 3 min · 1316 words · Shichao Song

2025  4

December  1

How is the Speculative Decoding Algorithm Constructed?

 · Updated:  · 5 min · 902 words · Shichao Song

September  1

Fully Annotated Guide to “What are Diffusion Models?”

 · Updated:  · 74 min · 15749 words · Shichao Song

August  1

Python Package Design: API, Dependency and Code Structure

 · Updated:  · 15 min · 3077 words · Shichao Song

July  1

Why I Started Blogging Again

 · Updated:  · 1 min · 143 words · Shichao Song

2023  1

February  1

驾考科目二分项笔记

 · Updated:  · 3 min · 1169 words · Shichao Song

2021  4

October  1

英语学习方法论

 · Updated:  · 5 min · 2353 words · Shichao Song

August  1

Python 爬虫学习笔记

 · Updated:  · 9 min · 4109 words · Shichao Song

April  1

为什么自律会给人带来自由？

 · Updated:  · 3 min · 1500 words · Shichao Song

February  1

C/C++ 语言算法与数据结构学习笔记

 · Updated:  · 48 min · 23590 words · Shichao Song