this post was submitted on 14 Aug 2026
235 points (98.0% liked)

Technology

87184 readers
3773 users here now

This is a most excellent place for technology news and articles.

Our Rules

  1. Follow the lemmy.world rules.
  2. Only tech related news or articles.
  3. Be excellent to each other!
  4. Mod approved content bots can post up to 10 articles per day.
  5. Threads asking for personal tech support may be deleted.
  6. Politics threads may be removed.
  7. No memes allowed as posts, OK to post as comments.
  8. Only approved bots from the list below, this includes using AI responses and summaries. To ask if your bot can be added please contact a mod.
  9. Check for duplicates before posting, duplicates may be removed
  10. Accounts 7 days and younger will have their posts automatically removed.

Approved Bots

founded 3 years ago
MODERATORS
L3s@lemmy.world
enu@lemmy.world
technopagan@lemmy.world
L4s@lemmy.world
L3s@hackingne.ws
235
How AI text watermarking works: a visual guide (declaude.org)
submitted 22 hours ago by hypertruck@feddit.org to c/technology@lemmy.world
79 comments fedilink hide all child comments
you are viewing a single comment's thread
view the rest of the comments
[–] brucethemoose@lemmy.world 1 points 19 hours ago* (last edited 19 hours ago)

As an addendum I forgot:

Your idea was actually already implemented:

https://github.com/ggml-org/llama.cpp/pull/9742

XTC is a novel sampler that turns truncation on its head: Instead of pruning the least likely tokens, under certain circumstances, it removes the most likely tokens from consideration.

It's a very cool idea: it chops off the most likely token when the rest of the sampling indicates it probably can.

In my tests back then, the results were... mixed, but the idea is fascinating.

But you can't do this with Claude, as its a closed model and their sampling is years behind cutting edge.

See: https://gist.github.com/Hellisotherpeople/71ba712f9f899adcb08b94bce20d5397