And yet to this day, in AI threads, so many people act shocked and surprised if you dare follow the obvious implication and claim that understanding is a form of lossy compression.
Shorter description isn't understanding, let alone of it is lossy.
When you shorten a description in a lossy way, you are deciding a priori that some differences in the object don't matter, and it's not because you understand the object, but because it serves your goal of shortening the description.
If you can predict other things by understanding something, is it truly lossy compression?
>understanding is a form of lossy compression..
No. Teaching is compression. Understanding and application is decompression.
Of course it is but again "X is just Y" is often used to mislead. A brain is just neurons! A computer is just transistors! An LLM just predicts the next token! It's just like a parrot! It's just like a blurry jpeg of the internet! Kinda yes, but what do you use this for? It's a bad intuition pump is it leads people to conclude demonstrably false things about capabilities.