The claims in this paper don't make sense. There is no proof that anything has been decompressed

“Decompression” is a metaphor, not a fact claim to be proved; it is a description of an approach to generating a dataset from an LLM where most of the potential utility is still fairly explicitly speculative, a jumping off point for further work.