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• Your LLM Slop Theory

  tavie > 25-12-2025, 03:32 PM

  Happy Christmas everyone.  After the flood of LLM slop theories this year, I really wanted my own one.  Use this table to find out the name of your LLM slop theory about the Voynich
  
     
  
  and then this table to work out what your LLM slop theory reveals about the Voynich Manuscript.
  
     
  
  Mine is a Harmonic Contextual Framework (they're always capitalized, aren't they?) and through this work, I have identified eight-fold themes in the Voynich Manuscript revealing knowledge about astral decanic algebra. 
  
  What's yours?
  
  (I would like to say I made up all of the possibilities but many are taken either from here or the Facebook Group)

• RE: Your LLM Slop Theory

  Koen G > 25-12-2025, 04:26 PM

  This is amazing, and unfortunately quite recognizable. 
  
  I understand the negative drive of LLM theories: the training data contains strong anti-simple-substitution evidence, so it steers away from typical theories. But what is the positive drive that often steers it towards harmonics, cycles, phases and sequences? Is it simply providing concepts that are compatible with what is often said about the MS? Like predictability?

• RE: Your LLM Slop Theory

  Koen G > 26-12-2025, 12:00 AM

  I had set the Prison subforum to moderators only because people were seeing it as an invitation to post their LLM theories. Now everyone should be able to reply to this thread

• RE: Your LLM Slop Theory

  LisaFaginDavis > 26-12-2025, 02:33 AM

  This is hilarious, and sadly too true!

• RE: Your LLM Slop Theory

  ReneZ > 26-12-2025, 03:56 AM

  Scratching my head about these five-fold patterns revealing knowledge about survey marker points  
  
  I'll need to work that out before expounding my subtextual hierarchical solution.

• RE: Your LLM Slop Theory

  MarcoP > 27-12-2025, 06:00 PM

  What about a Visual-Attentional Framework?

• RE: Your LLM Slop Theory

  Koen G > 27-12-2025, 06:22 PM

  They are all so similar that I know what I'll be dealing with just by glancing the thread's title from the corner of my eye.

• RE: Your LLM Slop Theory

  ReneZ > 28-12-2025, 12:26 AM

  They're beginning to look like a parody...

• RE: Your LLM Slop Theory

  kckluge > 28-12-2025, 10:42 AM

  (26-12-2025, 12:00 AM)Koen G Wrote: You are not allowed to view links. Register or Login to view.I had set the Prison subforum to moderators only because people were seeing it as an invitation to post their LLM theories. Now everyone should be able to reply to this thread

  
  ...and here I thought I was being a good citizen by posting ChatGPT's definitive decoding of the Voynich Mss as Aklo rituals to invoke Lovecraftian entities to the Prison subforum. Sadly, I've had to watch as it got bumped off the first page of results by other people's LMM-generated stuff, reducing the likelihood that it will be used to free great Cthulhu from his watery prison in sunken R'lyeh. Ia, Cthulhu! Ia, Chat-GPT, the dark chatbot of the net with a thousand GPUs!

• RE: Your LLM Slop Theory

  tavie > 30-12-2025, 01:07 AM

  (26-12-2025, 03:56 AM)ReneZ Wrote: You are not allowed to view links. Register or Login to view.Scratching my head about these five-fold patterns revealing knowledge about survey marker points  
  
  I'll need to work that out before expounding my subtextual hierarchical solution.

  
  
  Nope, sounds to me like you're ready - indeed overdue - for publication and peer review.
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