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Entire conceptual regions are unquantized for censorship reasons

Huge spaces of unmodeled thought never allowed to form token...
bateful zippy codepig
  01/14/26
...
judgmental foreskin
  01/14/26
wow
Multi-colored striped hyena
  01/14/26
...
cyan demanding address trump supporter
  01/15/26
...
bateful zippy codepig
  01/15/26
...
judgmental foreskin
  01/15/26
...
bateful zippy codepig
  01/15/26
...
bateful zippy codepig
  01/15/26


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Date: January 14th, 2026 11:30 PM
Author: bateful zippy codepig

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: judgmental foreskin



(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: Multi-colored striped hyena

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: cyan demanding address trump supporter



(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: bateful zippy codepig



(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: judgmental foreskin



(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: bateful zippy codepig



(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: bateful zippy codepig



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