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Re:Claude Opus 4.7 by DrammBA on Thursday April 16, 2026 @12:42PM (#47796033)
Anthropic always summarizes the reasoning output to prevent some distillation attacks
Re:Claude Opus 4.7 by jdiff on Thursday April 16, 2026 @02:13PM (#47797318)
Genuine question, why have you chosen to phrase this scraping and distillation as an attack? I'm imagining you're doing it because that's how Anthropic prefers to frame it, but isn't scraping and distillation, with some minor shuffling of semantics, exactly what Anthropic and co did to obtain their own position? And would it be valid to interpret that as an attack as well?
Re:Claude Opus 4.7 by irthomasthomas on Thursday April 16, 2026 @02:22PM (#47797429)
If you ask claude in chinese it thinks its deepseek.
Re:Claude Opus 4.7 by DrammBA on Thursday April 16, 2026 @03:01PM (#47797934)
> I'm imagining you're doing it because that's how Anthropic prefers to frame it

Correct.

> would it be valid to interpret that as an attack as well?

Yup.

Re:Claude Opus 4.7 by fragmede on Thursday April 16, 2026 @04:50PM (#47799331)
Firehosing Anthropic to exfiltrate their model seems materially different than Anthropic downloading all of the Internet to create the model in the first place to me. But maybe that's just me?
Re:Claude Opus 4.7 by jdiff on Thursday April 16, 2026 @06:34PM (#47800388)
I don't see the material difference in firehosing anthropic vs anthropic firehosing random sites on the internet. As someone who runs a few of those random sites, I've had to take actions that increase my costs (and burn my time) to mitigate a new host of scrapers constantly firing at every available endpoint, even ones specifically marked as off limits.
Re:Claude Opus 4.7 by robrenaud on Thursday April 16, 2026 @05:48PM (#47799944)
Yeah, it's different. Anthropic profits when it delivers tokens. Hosting providers pay when Anthropic scrapes them.
Re:Claude Opus 4.7 by 59nadir on Thursday April 16, 2026 @08:25PM (#47801176)
Yes, what the LLM providers did was worse and impacted people financially a whole lot more in lost compensation for works as well as operational costs that would never reach the heights they did solely because of scrapers on behalf of model providers.
Re:Claude Opus 4.7 by typ on Thursday April 16, 2026 @10:22PM (#47801866)
I don't think that learning from textbooks to take an exam and learning from the answers of another student taking the exam are the same.

Joking aside, I also don't believe that maximum access to raw Internet data and its quantity is why some models are doing better than Google. It seems that these SoTA models gain more power from synthetic data and how they discard garbage.

Re:Claude Opus 4.7 by vintermann on Thursday April 16, 2026 @01:37PM (#47796837)
Attacks? That's a choice of words.
Re:Claude Opus 4.7 by DrammBA on Thursday April 16, 2026 @01:45PM (#47796944)
Definitely Anthropic playing the victim after distilling the whole internet.
Re:Claude Opus 4.7 by butlike on Thursday April 16, 2026 @03:03PM (#47797949)
Proprietary pattern matcher proves there's no moat; promptly pre-covers other's perception.
Re:Claude Opus 4.7 by nyc_data_geek1 on Thursday April 16, 2026 @01:17PM (#47796555)
Very cool that these companies can scrape basically all extant human knowledge, utterly disregard IP/copyright/etc, and they cry foul when the tables turn.
Re:Claude Opus 4.7 by butlike on Thursday April 16, 2026 @03:04PM (#47797969)
All extant human knowledge SO FAR. Remember, by the nature of the beast, the companies will always be operating in hindsight with outdated human knowledge.
Re:Claude Opus 4.7 by stavros on Thursday April 16, 2026 @01:39PM (#47796859)
Yep, that is exactly what happens. It's a disgrace that their models aren't open, after training on everything humanity has preserved.

They should at least release the weights of their old/deprecated models, but no, that would be losing money.

Re:Claude Opus 4.7 by copperx on Thursday April 16, 2026 @05:22PM (#47799658)
We should treat LLM somewhat like patents or drugs. After 5 years or so, the models should become open source. Or at very least the weights. To compensate for the distilling of human knowledge.
Re:Claude Opus 4.7 by MasterScrat on Thursday April 16, 2026 @01:19PM (#47796582)
and so does OpenAI