\
  The most prestigious law school admissions discussion board in the world.
BackRefresh Options Favorite

Entire conceptual regions are unquantized for censorship reasons

Huge spaces of unmodeled thought never allowed to form token...
chopped unc
  01/14/26
...
claudeman
  01/14/26
wow
chopped and screwed millennial unc
  01/14/26
...
rear naked choke
  01/15/26
...
chopped unc
  01/15/26


Poast new message in this thread



Reply Favorite

Date: January 14th, 2026 11:30 PM
Author: chopped unc

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)



Reply Favorite

Date: January 14th, 2026 11:42 PM
Author: claudeman



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



Reply Favorite

Date: January 14th, 2026 11:51 PM
Author: chopped and screwed millennial unc

wow

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



Reply Favorite

Date: January 15th, 2026 12:03 AM
Author: rear naked choke



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



Reply Favorite

Date: January 15th, 2026 12:59 AM
Author: chopped unc



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