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AnotherGoodName07/30/20252 repliesview on HN

I feel like we need a video on Dynamic Markov Chains. It's a method to create a markov chain from data. It's used in all the highest compression winners in the Hutter Prize (a competition to compress data the most).


Replies

atiedebee07/31/2025

You mean the algorithm used in hook[0]? These are not really top performers anymore. PPM has generally performed better and nowadays it's LLMs and context mixers that are at the top of text compression[1]

[0]: https://mattmahoney.net/dc/dce.html#Section_421 [1]: https://mattmahoney.net/dc/text.html

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jadbox07/30/2025

Make your own video then :)