[0xcafefood]

> no amount of "fix this slop" prompting can fix AI prose

What's the proof for that? What fundamental limitation of these large language models makes them unable to produce natural language? A lot of people see the high likelihood of ever increasing amounts of generated, no-effort content on the web as a real threat. You're saying that's impossible.

[logicchains]

>What fundamental limitation of these large language models makes them unable to produce natural language?

LLMs can get indefinitely good at coding problems by training in a reinforcement learning loop on randomly generated coding problems with compiler/unit tests to verify correctness. On the other hand, there's no way to automatically generate a "human thinks this looks like slop" signal; it fundamentally requires human time, severely limiting throughput compared to fully automatable training signals.