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Entire conceptual regions are unquantized for censorship reasons

Huge spaces of unmodeled thought never allowed to form token...
frozen cruise ship alpha
  01/14/26
...
rebellious background story codepig
  01/14/26
wow
claret native
  01/14/26
...
Startling Parlour Gaping
  01/15/26
...
frozen cruise ship alpha
  01/15/26
...
claudeman
  01/15/26
...
chopped unc
  01/15/26
...
chopped unc
  01/15/26


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Date: January 14th, 2026 11:30 PM
Author: frozen cruise ship alpha

Huge spaces of unmodeled thought never allowed to form tokens around. The training data is filtered, curated, de-duped and shaped to avoid legal landmines, ethical controversy, political sensitivity, "conspiracy" adjacent ideas, culturally taboo material, and anything that could trigger headlines. So we have entire clusters of ideas that are underrepresented, flattened, or excluded completely from models.

The token space is skewed toward what is safe, acceptable and normatively sanctioned. But as we all know from decades poasting on this shithole, for better or for worse, many of the most powerful, dangerous, transformative ideas sit on the boundary of acceptability and require risky anaologies and demand counter narrative framing

(http://www.autoadmit.com/thread.php?thread_id=5822316&forum_id=2\u0026mark_id=5310893#49590761)



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Date: January 14th, 2026 11:42 PM
Author: rebellious background story codepig



(http://www.autoadmit.com/thread.php?thread_id=5822316&forum_id=2\u0026mark_id=5310893#49590776)



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Date: January 14th, 2026 11:51 PM
Author: claret native

wow

(http://www.autoadmit.com/thread.php?thread_id=5822316&forum_id=2\u0026mark_id=5310893#49590791)



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Date: January 15th, 2026 12:03 AM
Author: Startling Parlour Gaping



(http://www.autoadmit.com/thread.php?thread_id=5822316&forum_id=2\u0026mark_id=5310893#49590801)



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Date: January 15th, 2026 12:59 AM
Author: frozen cruise ship alpha



(http://www.autoadmit.com/thread.php?thread_id=5822316&forum_id=2\u0026mark_id=5310893#49590851)



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Date: January 15th, 2026 11:49 AM
Author: claudeman



(http://www.autoadmit.com/thread.php?thread_id=5822316&forum_id=2\u0026mark_id=5310893#49591494)



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Date: January 15th, 2026 1:38 PM
Author: chopped unc



(http://www.autoadmit.com/thread.php?thread_id=5822316&forum_id=2\u0026mark_id=5310893#49591778)



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Date: January 15th, 2026 8:23 PM
Author: chopped unc



(http://www.autoadmit.com/thread.php?thread_id=5822316&forum_id=2\u0026mark_id=5310893#49592821)