Shannon measured the information rate of English at ~1 bit per character. According to a byte-level LLM measuring next-character predictability in LLM & human text (diaries, abstracts, dreams, fiction), aligned models produce sub-English information rates & LLM text is more predictable than humans'.
Post
Yeah, I had an LLM copy-edit the dreams and diaries to fix spelling mistakes, capitalisation, formatting, etc—which does lower entropy. Dream reports: www.kaggle.com/datasets/sar... Diaries / recalled events: huggingface.co/datasets/all... Abstracts: arXiv Fiction: narration psgs from a C20 corpus
0 reposts0 likes
No replies yet.