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Entire conceptual regions are unquantized for censorship reasons

Huge spaces of unmodeled thought never allowed to form token...
Deranged national hairy legs
  01/14/26
...
purple laughsome point
  01/14/26
wow
exhilarant dysfunction
  01/14/26
...
talented crotch laser beams
  01/15/26
...
Deranged national hairy legs
  01/15/26
...
purple laughsome point
  01/15/26
...
Deranged national hairy legs
  01/15/26
...
Deranged national hairy legs
  01/15/26


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Date: January 14th, 2026 11:30 PM
Author: Deranged national hairy legs

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.#49590761)



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Date: January 14th, 2026 11:42 PM
Author: purple laughsome point



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



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Date: January 14th, 2026 11:51 PM
Author: exhilarant dysfunction

wow

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



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Date: January 15th, 2026 12:03 AM
Author: talented crotch laser beams



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



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Date: January 15th, 2026 12:59 AM
Author: Deranged national hairy legs



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



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Date: January 15th, 2026 11:49 AM
Author: purple laughsome point



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



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Date: January 15th, 2026 1:38 PM
Author: Deranged national hairy legs



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



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Date: January 15th, 2026 8:23 PM
Author: Deranged national hairy legs



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