>[...] you are asking it to continuously compress its output into a lower-bandwidth format. That compression is lossy.

Yes, that's exactly what I want. I want to know what is done with a high level why, NOT a paragraph explaining each line of code modified.

A frequent tweak I've made on coding work with Claude in the last month is asking it to restrict its comment length to 1 line/sentence max. I just want `// This happens because XYZ upstream`, not `// Historically from ticket blahblah there was some dummy code where we discovered ancient runes and that led us to looking into your birth records and then triangulated an issue in XYZ upstream that we compensate for here`.

The model's "most information dense representation" is very similar to how we compress data in the first place: most of it is redundant or unnecessary for the purposes of storage. I'll "decompress" the 1-liner context myself when I read it again in 6 months. But I can't stand reading just so much slop commentary when we're all writing more code at once and having to review more than ever.