After the huge attention gained by deepseek R1, I have seen a good amount of people immediately went to looking for censorships (which are expected to exist), laughed at it, and looked down on it. They totally missed the points and these behaviors made them look like slaves of their very own defense mechanism1. Deepseek did make some techonological breakthroughs. Indeed the censorship is a defect of such a great product....
Just added support for tikzjax since I received some feedback about my hand-drawn diagrams are hard to read…now I can use nice graphs like these: source: https://tikzjax.com/ source: https://tikzjax.com/ source: https://tikz.net/ source: https://tikz.net/
Disclaimer: The author’s knowledge about the legal system by no means applies to anywhere outside of his homeland. But what is legal or illegal should be similar enough for the discussion below - at least for first world countries, I guess. That said, the author is not a lawyer and does not have accurate knowledge of any concrete laws. But one does not need to know (too many of) them for this article....
Why ignore 50% of what we know about the data1 Everyone learnt binary search in Algo 101. It is the fastest way (among comparison based searches) to find an element in a sorted array. All you need to carry out the algorithms is the comparison between the target element and the element at the current position. It is widely applicable because it assumes so little from the data. But for many real life problems, we do often know something apart from merely the comparison between the two numbers....
Ladder of abstraction Well the title is obviously a tweak of the “ladder of abstraction”. For those who does not know, “ladder of abstraction” refers to the classic essay by Bret Victor. I am kind of stealing this terminilogy for the reader to visualize climbing up and down on the ladder of abstraction to make it easier to explain the nature of different jobs. The main question this blog post deals with is:...