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

New Claude models to include watermarks inside text - link

https://x.com/M1Astra/status/2086898041882030353 Does thi...
Red sinister space wrinkle
  08/10/26
Open AI already looked into doing the same thing and decided...
slate principal's office
  08/10/26
It seems useless anyway since you'd only have to change a fe...
chrome know-it-all wagecucks
  08/10/26
Changing a few words, or even perhaps the entire thing, does...
Marvelous fear-inspiring stag film
  08/11/26
Yes it does, because the entire "watermark" is bas...
slate principal's office
  08/11/26
The watermark is encoded into the plain text, so yes it woul...
chrome know-it-all wagecucks
  08/11/26
Oh wow an LLM that encodes my text with hidden messages I ca...
motley rigpig faggot firefighter
  08/11/26
idgi. cant you just be like claude write me a 500 wd essay, ...
Sapphire kitchen
  08/10/26
No the "watermark" isn't in metadata or characters...
slate principal's office
  08/10/26
it's done via semantic patterns woven into the textual langu...
maroon university alpha
  08/10/26
wowza like how shakespear supposedly snuck his name into ...
Sapphire kitchen
  08/10/26
Yeah I worked on something like this in college for a corpor...
Drunken Tripping School
  08/10/26
huh. so do you break the pattern by randomly changing every...
french beta national
  08/10/26
They statistically bias certain tokens to enough of an exten...
slate principal's office
  08/10/26
ty cr. that's my reaction to this tactic also - just requir...
french beta national
  08/10/26
Open AI researched the same thing, and they decided not to d...
slate principal's office
  08/10/26
huh cr. the way i'm thinking about it is forcing content in...
french beta national
  08/10/26
Yeah that does seem like a good analogy. Like meter is nice ...
slate principal's office
  08/10/26
...
french beta national
  08/11/26
How would this work? If it's part of the text, the user can ...
Maniacal goal in life ape
  08/10/26
"it will travel with the text when it's copied and past...
Cordovan tanning salon sex offender
  08/10/26
You could watermark AI text by using a secret key to bias ot...
Drunken Tripping School
  08/10/26
Yeah its retarded though because you can technically destroy...
slate principal's office
  08/10/26
Interesting. It's going to get people into trouble when it l...
Maniacal goal in life ape
  08/10/26
A pattern is encrypyed into the text. Think something like m...
chrome know-it-all wagecucks
  08/10/26
...
french beta national
  08/10/26
taking a screenshot then telling chatgpt to type the text fr...
curious whorehouse
  08/10/26
Huh? How would that do anything? You can just copy and paste...
slate principal's office
  08/10/26
AI writing "I want to kill myself too" next to you...
chrome know-it-all wagecucks
  08/10/26
"I'm gay" - This text was generated using Clau...
Supple sickened hall
  08/10/26
...
maroon university alpha
  08/10/26
...
razzle field internal respiration
  08/10/26
...
Sapphire kitchen
  08/10/26
...
bonkers fiercely-loyal casino faggotry
  08/10/26
...
slate principal's office
  08/10/26
...
Mentally Impaired Mexican
  08/11/26
Write your own words you weird fags
Citrine swashbuckling site
  08/10/26
"It's too hard to think." (xo po
electric selfie point
  08/11/26
...
Hot locale
  08/11/26
it's an acrostic that spells out 'I AM GAY'
Walnut unholy stage karate
  08/10/26
...
Drunken Tripping School
  08/10/26
...
Supple sickened hall
  08/11/26
Next step. Release higher cost “watermark free”...
Marvelous fear-inspiring stag film
  08/11/26
can some1 pls answer a q. why, tf, is this subject worthy of...
Hot locale
  08/11/26
It's funny when people complain about a thread they don't en...
chrome know-it-all wagecucks
  08/11/26
no bro it's not that i don't enjoy this thread i just don't ...
Hot locale
  08/11/26
It's interesting to me that they're encoding a watermark int...
chrome know-it-all wagecucks
  08/11/26
ok because you are so smart and sexy and i bet you're one of...
Hot locale
  08/11/26
Idk why you're so irate and implying I think this thread sho...
chrome know-it-all wagecucks
  08/11/26


Poast new message in this thread



Reply Favorite

Date: August 10th, 2026 5:29 PM
Author: Red sinister space wrinkle

https://x.com/M1Astra/status/2086898041882030353

Does this mean teachers, judges, etc will be able to know you used Claude AI? Seems like a gift for ChatGPT if so.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058690)



Reply Favorite

Date: August 10th, 2026 5:31 PM
Author: slate principal's office

Open AI already looked into doing the same thing and decided there were major drawbacks

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058695)



Reply Favorite

Date: August 10th, 2026 5:37 PM
Author: chrome know-it-all wagecucks

It seems useless anyway since you'd only have to change a few words and the only value is AI companies and governments acting like they're regulating AI transparency.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058710)



Reply Favorite

Date: August 11th, 2026 1:45 PM
Author: Marvelous fear-inspiring stag film

Changing a few words, or even perhaps the entire thing, doesn’t necessarily get rid of the watermark.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50060923)



Reply Favorite

Date: August 11th, 2026 1:48 PM
Author: slate principal's office

Yes it does, because the entire "watermark" is based on biasing the choice of certain tokens over others. It's extremely easy to attack.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50060928)



Reply Favorite

Date: August 11th, 2026 1:50 PM
Author: chrome know-it-all wagecucks

The watermark is encoded into the plain text, so yes it would. Obviously they can make it difficult but that puts more constraint on what's possible to generate.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50060933)



Reply Favorite

Date: August 11th, 2026 1:54 PM
Author: motley rigpig faggot firefighter

Oh wow an LLM that encodes my text with hidden messages I can't parse *signs up for a paid plan*

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50060944)



Reply Favorite

Date: August 10th, 2026 5:33 PM
Author: Sapphire kitchen

idgi. cant you just be like claude write me a 500 wd essay, then print it out and retype it into word? So you're just adding one step.

tbf even adding that one step might actually cut down significantly on ai plaigiarism. idk. people react funny to things

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058698)



Reply Favorite

Date: August 10th, 2026 5:34 PM
Author: slate principal's office

No the "watermark" isn't in metadata or characters. It's a token bias that causes certain tokens to be selected over others in a way that doesn't change the overall meaning of the text, but it can be recovered that it was made by claude. You can still destroy it by rewriting pieces of the output or running it through a translator and back.

One of the reasons Open AI decided not to do this is they thought it could cause a DITHPARATE IMPACT to ESL users

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058702)



Reply Favorite

Date: August 10th, 2026 5:36 PM
Author: maroon university alpha

it's done via semantic patterns woven into the textual language itself

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058707)



Reply Favorite

Date: August 10th, 2026 5:38 PM
Author: Sapphire kitchen

wowza

like how shakespear supposedly snuck his name into Psalm 46

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058711)



Reply Favorite

Date: August 10th, 2026 5:42 PM
Author: Drunken Tripping School

Yeah I worked on something like this in college for a corporate espionage thing

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058720)



Reply Favorite

Date: August 10th, 2026 9:58 PM
Author: french beta national

huh. so do you break the pattern by randomly changing every fifth or tenth word or whatever?

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50059650)



Reply Favorite

Date: August 10th, 2026 10:01 PM
Author: slate principal's office

They statistically bias certain tokens to enough of an extent that it leaves a detectable pattern, but they aren't releasing the exact pattern afaict. I would just put Claude's output into gpt and tell it to rewrite it in different words while maintaining the meaning.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50059663)



Reply Favorite

Date: August 10th, 2026 10:06 PM
Author: french beta national

ty cr. that's my reaction to this tactic also - just requires that the user do an extra step, and towards what end? i don't understand why they would do this

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50059691)



Reply Favorite

Date: August 10th, 2026 10:14 PM
Author: slate principal's office

Open AI researched the same thing, and they decided not to do it, and one of their reasons was that it is really easy to break. Apparently also the more you try to harden it the more it has an affect on the quality of the output itself.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50059716)



Reply Favorite

Date: August 10th, 2026 10:23 PM
Author: french beta national

huh cr. the way i'm thinking about it is forcing content into iambic pentameter or whatever. sometimes the rule produces beautiful content, and a constraint may help to shape human creativity. but other times it just results in a stretch/cheat/weird content

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50059744)



Reply Favorite

Date: August 10th, 2026 10:31 PM
Author: slate principal's office

Yeah that does seem like a good analogy. Like meter is nice to have for poetry, but at the same time it is constraining your generative creative capability, forcing you to make choices to fit the meter. Where here it probably comes down to if you bias too many tokens then you get a shittier output. More tokens you bias, more resilient the watermark, but then you risk forcing worse choices to fit the algorithm.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50059775)



Reply Favorite

Date: August 11th, 2026 8:11 PM
Author: french beta national



(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50062187)



Reply Favorite

Date: August 10th, 2026 5:33 PM
Author: Maniacal goal in life ape

How would this work? If it's part of the text, the user can just delete it--assuming they can be bothered to look through the text to find it.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058700)



Reply Favorite

Date: August 10th, 2026 5:36 PM
Author: Cordovan tanning salon sex offender

"it will travel with the text when it's copied and pasted elsewhere, and may persist through some editing."

they know it can just be deleted, but many people are dumb enough to do a blatant copypasta

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058705)



Reply Favorite

Date: August 10th, 2026 5:40 PM
Author: Drunken Tripping School

You could watermark AI text by using a secret key to bias otherwise natural word choices.

At selected points, a keyed PRNG decides which of several semantically equivalent choices is preferred. Those choices encode bits, and a verifier with the same key checks whether the observed choices correlate with the expected pattern.

For example:

"however" = 0, "but" = 1

"large" = 0, "big" = 1

"because" = 0, "since" = 1

If the secret pattern is:

1 0 1 1 0 0 1...

the model subtly favors the corresponding choices. To a reader, the prose still looks completely normal.

A more sophisticated version would not use obvious synonym pairs. Instead, candidate next tokens could be secretly divided into two groups with something like:

bit(token) = HMAC(K, context || token) mod 2

To encode a 0, slightly favor tokens from group 0; to encode a 1, favor group 1. The result is a keyed statistical signature rather than an obvious hidden message.

You also would not need every bit to survive. Add redundancy with an error-correcting code, parity bits, and repeated/interleaved copies of the watermark throughout the text. Then even if large sections are deleted, reordered, or rewritten, the verifier can recover enough surviving signal to identify the watermark statistically.

For example, across 500 surviving tokens, if 68 percent match the secret expected groups instead of the roughly 50 percent expected by chance, the verifier can assign a confidence score that the text came from the watermarked generator.



(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058716)



Reply Favorite

Date: August 10th, 2026 5:45 PM
Author: slate principal's office

Yeah its retarded though because you can technically destroy it just by changing one token, because that can alter the watermark state for subsequent positions. Theoretically, depending on the specific strategy they are using for biasing it, and which token you pick. But the more robust they try to make the watermarking, the more constrained and janky the writing and output capability becomes.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058734)



Reply Favorite

Date: August 10th, 2026 11:56 PM
Author: Maniacal goal in life ape

Interesting. It's going to get people into trouble when it looks like the text might be from AI but it's not totally clear.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50060025)



Reply Favorite

Date: August 10th, 2026 5:43 PM
Author: chrome know-it-all wagecucks

A pattern is encrypyed into the text. Think something like making every word occurring in a prime number sequence starting with an advancing vowel, but obviously more complicated. An AI could write anything under those rules without changing the content or quality that much. But yeah, obviously anything encrypted into plain text can be destroyed by simply changing a couple words.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058724)



Reply Favorite

Date: August 10th, 2026 9:58 PM
Author: french beta national



(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50059652)



Reply Favorite

Date: August 10th, 2026 5:39 PM
Author: curious whorehouse

taking a screenshot then telling chatgpt to type the text from it is an obvious workaround

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058714)



Reply Favorite

Date: August 10th, 2026 5:46 PM
Author: slate principal's office

Huh? How would that do anything? You can just copy and paste it into gpt and tell it to rewrite it in different words and it will destroy the watermark.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058739)



Reply Favorite

Date: August 10th, 2026 5:44 PM
Author: chrome know-it-all wagecucks

AI writing "I want to kill myself too" next to your 4pt white text watermark.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058727)



Reply Favorite

Date: August 10th, 2026 5:49 PM
Author: Supple sickened hall

"I'm gay"

- This text was generated using Claude Fable 5, a "Mythos-level" frontier AI model by Anthropic.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058746)



Reply Favorite

Date: August 10th, 2026 5:52 PM
Author: maroon university alpha



(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058754)



Reply Favorite

Date: August 10th, 2026 5:52 PM
Author: razzle field internal respiration



(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058756)



Reply Favorite

Date: August 10th, 2026 5:58 PM
Author: Sapphire kitchen



(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058771)



Reply Favorite

Date: August 10th, 2026 5:59 PM
Author: bonkers fiercely-loyal casino faggotry



(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058776)



Reply Favorite

Date: August 10th, 2026 6:02 PM
Author: slate principal's office



(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058782)



Reply Favorite

Date: August 11th, 2026 2:09 PM
Author: Mentally Impaired Mexican



(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50060995)



Reply Favorite

Date: August 10th, 2026 6:03 PM
Author: Citrine swashbuckling site

Write your own words you weird fags

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50058785)



Reply Favorite

Date: August 11th, 2026 1:00 PM
Author: electric selfie point

"It's too hard to think." (xo po

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50060818)



Reply Favorite

Date: August 11th, 2026 1:53 PM
Author: Hot locale



(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50060943)



Reply Favorite

Date: August 10th, 2026 10:41 PM
Author: Walnut unholy stage karate

it's an acrostic that spells out 'I AM GAY'

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50059794)



Reply Favorite

Date: August 10th, 2026 11:37 PM
Author: Drunken Tripping School



(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50059957)



Reply Favorite

Date: August 11th, 2026 1:12 PM
Author: Supple sickened hall



(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50060852)



Reply Favorite

Date: August 11th, 2026 1:46 PM
Author: Marvelous fear-inspiring stag film

Next step. Release higher cost “watermark free” subscription tier.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50060926)



Reply Favorite

Date: August 11th, 2026 1:55 PM
Author: Hot locale

can some1 pls answer a q. why, tf, is this subject worthy of 40 poas and the reems of screed included within each? this seems like the most trivial shit one could possibly conceive of which?

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50060945)



Reply Favorite

Date: August 11th, 2026 2:01 PM
Author: chrome know-it-all wagecucks

It's funny when people complain about a thread they don't enjoy getting more traction then they think it deserves, thus increasing the poast count they're complaining about.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50060967)



Reply Favorite

Date: August 11th, 2026 2:04 PM
Author: Hot locale

no bro it's not that i don't enjoy this thread i just don't understand why this topic is worthy of literally anything longer than like maybe 0 seconds of discussion? can you help me understand why this is important or even worthy of a second thought? since you're a super smart and good looking dude, i expect i'll be all in on watermarks or not in if that's what you want me to think after you explain

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50060975)



Reply Favorite

Date: August 11th, 2026 2:10 PM
Author: chrome know-it-all wagecucks

It's interesting to me that they're encoding a watermark into plain text and that there are efforts to make AI identifiable at all.

Retardless, this isn't some bait thread with a misleading title. If it doesn't interest you don't click on it. And especially don't click it again when the link turns blue to read updates. The frontpage is 90% NSAM spam, it's not like this thread getting bumped is competing with quality content.

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50061000)



Reply Favorite

Date: August 11th, 2026 2:17 PM
Author: Hot locale

ok because you are so smart and sexy and i bet you're one of those hot nerds whose like pretty muscular and i like you (like that), i read up on this a bit. i am now interested in it given EU GDPR-like regulation is the driving force. once again, our poor and slightly fruity European cousins have saved the day and shown the cajones to push back against the Rise of the Machines

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50061016)



Reply Favorite

Date: August 11th, 2026 2:34 PM
Author: chrome know-it-all wagecucks

Idk why you're so irate and implying I think this thread should have broad interest. It is a niche topic, and clearly labeled, if it doesn't interest you just don't click? Why do you care others are interested?

(http://www.autoadmit.com/thread.php?thread_id=5891530&forum_id=2...id.#50061062)