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Entire conceptual regions are unquantized for censorship reasons

Huge spaces of unmodeled thought never allowed to form token...
submissive generalized bond
  01/14/26
...
pearl fanboi depressive
  01/14/26
wow
insanely creepy goal in life
  01/14/26
...
razzle olive tanning salon
  01/15/26
...
submissive generalized bond
  01/15/26
...
pearl fanboi depressive
  01/15/26
...
submissive generalized bond
  01/15/26
...
submissive generalized bond
  01/15/26


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Date: January 14th, 2026 11:30 PM
Author: submissive generalized bond

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...id.#49590761)



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Date: January 14th, 2026 11:42 PM
Author: pearl fanboi depressive



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



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Date: January 14th, 2026 11:51 PM
Author: insanely creepy goal in life

wow

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



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Date: January 15th, 2026 12:03 AM
Author: razzle olive tanning salon



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



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Date: January 15th, 2026 12:59 AM
Author: submissive generalized bond



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



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Date: January 15th, 2026 11:49 AM
Author: pearl fanboi depressive



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



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Date: January 15th, 2026 1:38 PM
Author: submissive generalized bond



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



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Date: January 15th, 2026 8:23 PM
Author: submissive generalized bond



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