Ryan Heuser @ryanheuser.com · May 29

Surprising: frontier models (Claude, ChatGPT, Deepseek V4) produce the most predictable text of any local AI model or human text I've ever tested. Not surprising: Finnegans Wake is off the charts, by far least predictable—Shannon & Lydia Liu proved right—and Hemingway the most predictable human.

54 likes 6 replies

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Replies

Kyle Orland · May 29

Is there a link to the full paper?

Frank Wunderlich-Pfeiffer · May 29

Why would that be surprising? LLMs - AI slop - is best known for being drab and predictable and non-creative.

Stephen Cass · May 29

Riverrun, past email and AI, from swerve of server to bend of byte, brings us by a commodius vicus of recirculation back to model collapse and environs.

Scott Stein · May 29

Is this a journey to maximum smoothness? No outliers, just flat aesthetic?

RationallyDense (they/she/he/any) · May 29

How do you define the probability distribution?

Buddy Toledo · May 29

an interesting wrinkle is that I strongly suspect Hemingway’s predictability increased with each draft: i.e., it’s a deliberate design decision