17-01-2026, 02:53 PM
It's hardly the most vexing thing about AI posts---that would be the fabricated evidence---but opening a text file and seeing "Comprehensive Report" on what is, generously, a summary is really underrated when we talk about the problem.
Of course, the real issue is the absolute hash the neural net has managed to make of everything here. It is a (weak) match for Latin; has prefixed numbers (???); it more likely than not both an abbreviated natural language and more likely than not a conlang (???); and it is an alphabet, syllabary, and logographic system with a high degree of probability (!!!).
I would say with 77% certainty that LLMs produce language-like output, but further investigation and collaboration with experts is required to assess if there is meaningful procedural content in them.
Of course, the real issue is the absolute hash the neural net has managed to make of everything here. It is a (weak) match for Latin; has prefixed numbers (???); it more likely than not both an abbreviated natural language and more likely than not a conlang (???); and it is an alphabet, syllabary, and logographic system with a high degree of probability (!!!).
I would say with 77% certainty that LLMs produce language-like output, but further investigation and collaboration with experts is required to assess if there is meaningful procedural content in them.