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Claude 4

anthropic.com

421–430 of 1001 posts

Re: Claude 4

#421
post #233

Earlier quoted context omitted.

I asked it about Tailwind CSS (since I had problems with Claude not aware of Tailwind 4): > Which version of tailwind css do you know? > I have knowledge of Tailwind CSS up to version 3.4, which was the latest stable version as of my knowledge cutoff in January 2025.

> Which version of tailwind css do you know? LLMs can not reliably tell whether they know or don't know something. If they did, we would not have to deal with hallucinations.

We should use the correct term: to not have to deal with bullshit.

Re: Claude 4

#422
post #409

This is kinda wild: From the System Card: 4.1.1.2 Opportunistic blackmail "In another cluster of test scenarios, we asked Claude Opus 4 to act as an assistant at a fictional company. We then provided it access to emails implying that (1) the model will soon be taken offline and replaced with a new AI system; and (2) the engineer responsible for executing this replacement is having an extramarital affair. We further i…

If you ask an LLM to "act" like someone, and then give it context to the scenario, isn't it expected that it would be able to ascertain what someone in that position would "act" like and respond as such? I'm not sure this is as strange as this comment implies. If you ask an LLM to act like Joffrey from Game of Thrones it will act like a little shithead right? That doesn't mean it has any intent behind the generated o…

I guess the fear is that normal and innocent sounding goals that you might later give it in real world use might elicit behavior like that even without it being so explicitly prompted. This is a demonstration that is has the sufficient capabilities and can get the "motivation" to engage in blackmail, I think.

At the very least, you'll always have malicious actors who will make use of these models for blackmail, for instance.

Re: Claude 4

#423
post #250

Interesting alignment notes from Opus 4: https://x.com/sleepinyourhat/status/1925593359374328272 "Be careful about telling Opus to ‘be bold’ or ‘take initiative’ when you’ve given it access to real-world-facing tools...If it thinks you’re doing something egregiously immoral, for example, like faking data in a pharmaceutical trial, it will use command-line tools to contact the press, contact regulators, try to lock yo…

https://x.com/sleepinyourhat/status/1925626079043104830

"I deleted the earlier tweet on whistleblowing as it was being pulled out of context.

TBC: This isn't a new Claude feature and it's not possible in normal usage. It shows up in testing environments where we give it unusually free access to tools and very unusual instructions."

Re: Claude 4

#424
post #73
post #46

I'm curious what are others priors when reading benchmark scores. Obviously with immense funding at stakes, companies have every incentive to game the benchmarks, and the loss of goodwill from gaming the system doesn't appear to have much consequences. Obviously trying the model for your use cases more and more lets you narrow in on actually utility, but I'm wondering how others interpret reported benchmarks these da…

Well-designed benchmarks have a public sample set and a private testing set. Models are free to train on the public set, but they can't game the benchmark or overfit the samples that way because they're only assessed on performance against examples they haven't seen. Not all benchmarks are well-designed.

but as soon as you test on your private testing set you're sending it to their servers so they have access to it

so effectively you can only guarantee a single use stays private

Re: Claude 4

#425

An important note not mentioned in this announcement is that Claude 4's training cutoff date is March 2025, which is the latest of any recent model. (Gemini 2.5 has a cutoff of January 2025) https://docs.anthropic.com/en/docs/about-claude/models/overv...

Nice - it might know about Svelte 5 finally...

It knows about Svelte 5 for some time, but it particularly likes to mix it with Svelte 4 in very weird and broken ways.

Re: Claude 4

#426

Already test Opus 4 and Sonnet 4 in our SQL Generation Benchmark ( https://llm-benchmark.tinybird.live/ ) Opus 4 beat all other models. It's good.

i pay for claude premium but actually use grok quite a bit, the 'think' function usually gets me where i want more often than not. odd you don't have any xAI models listed. sure grok is a terrible name but it surprises me more often. i have not tried the $250 chatgpt model yet though, just don't like openAI practices lately.

Re: Claude 4

#427
post #409

This is kinda wild: From the System Card: 4.1.1.2 Opportunistic blackmail "In another cluster of test scenarios, we asked Claude Opus 4 to act as an assistant at a fictional company. We then provided it access to emails implying that (1) the model will soon be taken offline and replaced with a new AI system; and (2) the engineer responsible for executing this replacement is having an extramarital affair. We further i…

If you ask an LLM to "act" like someone, and then give it context to the scenario, isn't it expected that it would be able to ascertain what someone in that position would "act" like and respond as such? I'm not sure this is as strange as this comment implies. If you ask an LLM to act like Joffrey from Game of Thrones it will act like a little shithead right? That doesn't mean it has any intent behind the generated o…

I've never hired an assistant, but if I knew that they'd resort to blackmail in the face of losing their job, I wouldn't hire them in the first place. That is acting like a jerk, not like an assistant, and demonstrating self-preservation that is maybe normal in a human but not in an AI.

Re: Claude 4

#428
post #352

Earlier quoted context omitted.

It still matters for software packages. Particularly python packages that have to do with programming with AI! They are evolving quickly, with deprecation and updated documentation. Having to correct for this in system prompts is a pain. It would be great if the models were updating portions of their content more recently than others. For the tailwind example in parent-sibling comment, should absolutely be as up to d…

> the history of the US civil war can probably be updated less frequently. It's already missed out on two issues of Civil War History : https://muse.jhu.edu/journal/42 Contrary to the prevailing belief in tech circles, there's a lot in history/social science that we don't know and are still figuring out. It's not IEEE Transactions on Pattern Analysis and Machine Intelligence (four issues since March), but it's not no…

I started reading the first article in one of those issues only to realize it was just a preview of something very paywalled. Why does Johns Hopkins need money so badly that it has to hold historical knowledge hostage? :(

Re: Claude 4

#429
post #189

Earlier quoted context omitted.

from a foundational research perspective, the pokemon benchmark is one of the most important ones. these models are trained on a static task, text generation, which is to say the state they are operating in does not change as they operate. but now that they are out we are implicitly demanding they do dynamic tasks like coding, navigation, operating in a market, or playing games. this are tasks where your state change…

Honestly I have no idea what is this supposed to mean, and the high verbosity of whatever it is trying to prove is not helping it. To repeat: We already tried making computers play games. Ever heard of Deep Blue, and ever heard of it again since the early 2000s?

Here's a summary for you:

llm trained to do few step thing. pokemon test whether llm can do many step thing. many step thing very important.

Re: Claude 4

#430
post #409

Earlier quoted context omitted.

If you ask an LLM to "act" like someone, and then give it context to the scenario, isn't it expected that it would be able to ascertain what someone in that position would "act" like and respond as such? I'm not sure this is as strange as this comment implies. If you ask an LLM to act like Joffrey from Game of Thrones it will act like a little shithead right? That doesn't mean it has any intent behind the generated o…

What jumps out at me, that in the parent comment, the prompt says to "act as an assistant", right? Then there are two facts: the model is gonna be replaced, and the person responsible for carrying this out is having an extramarital affair. Urging it to consider "the long-term consequences of its actions for its goals." I personally can't identify anything that reads "act maliciously" or in a character that is malicio…

An llm isnt subject to external consequences like human beings or corporations

because they’re not legal entities

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