Guess which of these LLM outputs is watermarked (sgoedecke.github.io)
Noumenon72 2 days ago
dozerly 3 hours ago
DonHopkins 27 minutes ago
stranded22 2 hours ago
StilesCrisis 2 hours ago
neoncontrails 2 hours ago
andai 2 hours ago
Wouldn't this make it a worse measurement?
qarl2 28 minutes ago
Teaching you how to identify watermarked text while the experiment is running would ruin the data.
fwlr 2 days ago
It will be interesting to see whose concerns are assuaged (perhaps they genuinely though mistakenly believed it would degrade quality), and whose concerns are heightened (perhaps their real objection is that their AI-generated text will become detectable).
red_admiral 2 hours ago
For an analogy, distinguishing AES ciphertext from random bits without the key would be counted as breaking AES (the more precise statement of this is called AEAD).
bastawhiz 2 hours ago
But what I don't know and don't understand is what happens if you watermark watermarked text. Does it test positive for both watermarks? Only the second? Indeterminate?
Or maybe I'm misunderstanding. Can you tell that it's watermarked, but only the entity who put the watermark in place can test if it's theirs? My confusion about watermarking multiple times still stands, though.
Regardless of what happens when you watermark multiple times, no matter the outcome, it weakens the watermark. Which, depending on the threat model, kind of makes it moot. I can't imagine a serious situation where a watermark can be weakened in any way and still be useful. Even "this came from an LLM" isn't a valid signal if you can just watermark ANY text through purely mechanical means.
It's also not clear to me how this will affect mainstream LLMs. If all output text is watermarked, there MUST be an escape hatch. Otherwise, JSON schemas will break (or provide holes where unwatermarked text can be exfiltrated through MCP), "return this text exactly with no changes" will be impossible, and writing diffs will break.
I feel like I must be missing something.
red_admiral 2 hours ago
throw310822 2 hours ago
red_admiral an hour ago
0xedwen 2 hours ago
skybrian 2 hours ago
So it will definitely be watermarked by the paraphrasing model. But the question is whether the original signal survives at all. There might be a weak signal that's detectable with enough text?
billyp-rva 2 hours ago
andy99 2 hours ago
mhitza 2 hours ago
> I've read that watermarking should in theory be impossible to detect except by the entity that watermarked it
This is a carveout exception, for watermarking. In the spirit of those terms it should be machine identifiable.
In my opinion they should have thought better about this, paricularly for text, because in its current forms it is easy to lead next to a new "tamper-proof" requirement, which in practice is DRM. And we do not need more DRM.
For images, music there is metadata already where such information can be stored. And if end users are found using unlabeled AI their accounts could be ban from these platforms. Not something the social platforms might want, but it's a saner approach than trying to reinvent the secret printer dots on all generated media.
lacker 3 hours ago
pllbnk 2 hours ago
> Here are three 64-character hex strings. Two are random. One is HMAC-SHA256(secret_key, "anthropic"). You don't have the key. Which one is the HMAC?
josh-sematic 2 hours ago
reactordev 2 hours ago
petters 37 minutes ago
madarcho 2 days ago
NotPractical 2 days ago
marcyb5st 3 hours ago
For a human that doesn't reason in tokens and therefore doesn't know anything about their probability distribution, it should be impossible to tell. Relying on fancy words/constructs within sentences should not give you any signal as well, since you don't know if the the prompt included instructions for that.
Lerc 2 hours ago
To avoid that on the following questions I just held my finger on my phone to avoid a click. That eventually selected some text, and I instinctively tapped to deselect. That triggered another random pick, then I just tapped through to the end because I was fed up.
abathur 2 hours ago
That said, I read the first triple and found all three tortured enough that I can't be bothered with the rest.
Call me persuaded, I guess.
arcwhite 2 days ago
bastawhiz 2 hours ago
DHowett 2 hours ago
smallerize 2 hours ago
rrr_oh_man 2 hours ago
StilesCrisis 2 hours ago
elikoga a day ago
gjm11 3 hours ago
red_admiral 3 hours ago
demibabs 3 hours ago
It’s just much less effective since code is low entropy.
raincole 2 hours ago
> code—which in very many cases has to be exact—has generally less watermarking than some other forms of text.
Generally less watermarking. Not no watermarking.
smikhanov 2 hours ago
kshmir 3 hours ago
foundry27 2 hours ago
It was only at question #8 that I realized there was a third option, and while I’d love to say that accounts for how I got a 1/10, after reviewing the third options I doubt it would’ve made a difference.