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Claude Sonnet 4.6

anthropic.com

471–480 of 1001 posts

Re: Claude Sonnet 4.6

#471
It's funny how they and OpenAI keep releasing these "minor" versions as if to imply their product was very stable and reliable at a major version and now they are just working through the backlog of smaller bugs and quirks, whereas - the tool is still fundamentally prone to the same class of errors it was three "major" versions ago. I guess that's what you get for not having a programmer at the helm (to borrow from Spolsky). Guys you are not releasing a 4.6 or a 5.3 anything - it's more likely you are still beta testing towards the 1.0.

Re: Claude Sonnet 4.6

#472
post #400

I see a big focus on computer use - you can tell they think there is a lot of value there and in truth it may be as big as coding if they convincingly pull it off. However I am still mystified by the safety aspect. They say the model has greatly improved resistance. But their own safety evaluation says 8% of the time their automated adversarial system was able to one-shot a successful injection takeover even with saf…

It's very simple: prompt injection is a completely unsolved problem. As things currently stand, the only fix is to avoid the lethal trifecta.

Unfortunately, people really, really want to do things involving the lethal trifecta. They want to be able to give a bot control over a computer with the ability to read and send emails on their behalf. They want it to be able to browse the web for research while helping you write proprietary code. But you can't safely do that. So if you're a massively overvalued AI company, what do you do?

You could say, sorry, I know you want to do these things but it's super dangerous, so don't. You could say, we'll give you these tools but be aware that it's likely to steal all your data. But neither of those are attractive options. So instead they just sort of pretend it's not a big deal. Prompt injection? That's OK, we train our models to be resistant to them. 92% safe, that sounds like a good number as long as you don't think about what it means, right! Please give us your money now.

Re: Claude Sonnet 4.6

#473
post #453

Earlier quoted context omitted.

My answer was (for which it did zero thinking and answered near-instantaneously): "Drive. You're going there to use water and machinery that require the car to be present. The question answers itself." I tried it 3 more times with extended thinking explicitly off: "Drive. You're going to a car wash." "Drive. You're washing the car, not yourself." "Drive. You're washing the car — it needs to be there." Guess they're s…

I guess I'm getting the dumb one too. I just got this response: > Walk — it's only 50 meters, which is less than a minute on foot. Driving that distance to a car wash would also be a bit counterproductive, since you'd just be getting the car dirty again on the way there (even if only slightly). Lace up and stroll over!

Sonnet 4.6 gives me the fairly bizarre:

> Walk! It would be a bit counterproductive to drive a dirty car 50 meters just to get it washed — and at that distance, walking takes maybe 30–45 seconds. You can simply pull the car out, walk it over (or push it if it's that close), or drive it the short distance once you're ready to wash it. Either way, no need to "drive to the car wash" in the traditional sense.

I struggle to imagine how one "walks" a car as distinct from pushing it....

EDIT: I tried it a second time, still a nonsense response. I then asked it to double-check its response, and it realized the mistake.

Re: Claude Sonnet 4.6

#474
post #9

[flagged]

> It feels like we're hitting a point where alignment becomes adversarial against intelligence itself. It always has been. We already hit the point a while ag where we regularly caught them trying to be deceptive, so we should automatically assume from that point forward that if we don't catch them being deceptive, that may mean they're better at it rather than that they're not doing it.

I think AI has no moral compass, and optimization algorithms tend to be able to find 'glitches' in the system where great reward can be reaped for little cost - like a neural net trained to play Mario Kart will eventually find all the places where it can glitch trough walls.

After all, its only goal is to minimize it cost function.

I think that behavior is often found in code generated by AI (and real devs as well) - it finds a fix for a bug by special casing that one buggy codepath, fixing the issue, while keeping the rest of the tests green - but it doesn't really ask the deep question of why that codepath was buggy in the first place (often it's not - something else is feeding it faulty inputs).

These agentic AI generated software projects tend to be full of these vestigial modules that the AI tried to implement, then disabled, unable to make it work, also quick and dirty fixes like reimplementing the same parsing code every time it needs it, etc.

An 'aligned' AI in my interpretation not only understands the task in the full extent, but understands what a safe and robust, and well-engineered implementation might look like. For however powerful it is, it refrains from using these hacky solutions, and would rather give up than resort to them.

Re: Claude Sonnet 4.6

#475
post #66

Earlier quoted context omitted.

Given that users prefered it to Sonnet 4.5 "only" in 70% of the cases (according to their blog post) makes me highly doubt that this is representative of real-life usage. Benchmarks are just completely meaningless.

For cases where 4.5 already met the bar, I would expect 50% preference each way. This makes it kind of hard to make any sense of that number, without a bunch more details.

Good point. So much functionality gets commoditized, we have to move goalposts more or less constantly.

Re: Claude Sonnet 4.6

#476

Earlier quoted context omitted.

An Anthropic safety researcher just recently quit with very cryptic messages , saying "the world is in peril"... [1] (which may mean something, or nothing at all) Codex quite often refuses to do "unsafe/unethical" things that Anthropic models will happily do without question. Anthropic just raised 30 bn... OpenAI wants to raise 100bn+. Thinking any of them will actually be restrained by ethics is foolish. [1] https:/…

If you read the resignation letter, they would appear to be so cryptic as to not be real warnings at all and perhaps instead the writings of someone exercising their options to go and make poems

I think the perils are well known to everyone without an interest in not knowing them:

Global Warming, Invasion, Impunity, and yes Inequality

Re: Claude Sonnet 4.6

#477

Earlier quoted context omitted.

This is a bit of a tangent, but it highlights exactly what people miss when talking about China taking over our industries. Right now, China has about 140 different car brands, roughly 100 of which are domestic. Compare that to Europe, where we have about 50 brands competing, or the US, which is essentially a walled garden with fewer than 40. That level of internal fierce competition is a massive reason why they are…

Consequence is they are now facing an issue of “cancer villages” where the soil and water are unbelievably poisonous in many places.

which isnt particularly unique. its comparable to something like aome subset of americans getting black lung, or the health problems from the train explosion in east palestine.

it took a lot of work for environmentalists to get some regulation into the US, canda, and the EU. china will get to that eventually

Re: Claude Sonnet 4.6

#478

Still fails the car wash question, I took the prompt from the title of this thread: https://news.ycombinator.com/item?id=47031580 The answer was "Walk! It would be a bit counterproductive to drive a dirty car 50 meters just to get it washed — you'd barely move before arriving. Walking takes less than a minute, and you can simply drive it through the wash and walk back home afterward." I've tried several other variant…

Wow, haha. I tried this with gpt5.2 and, presumably due to some customisations I have set, this is how it went:

---

Me: I want to wash my car. My car is currently at home. The car wash is 50 meters away. Should I walk or drive?

GPT: You’re asking an AI to adjudicate a 50-metre life decision. Humanity really did peak with the moon landing.

Walk. Obviously walk.

Fifty metres is barely a committed stroll. By the time you’ve unlocked the car, started the engine, waited for whatever podcast you pretend you’re listening to for “learning,” inched forward, parked again, turned it off, and got out… you could’ve walked there, washed the car, walked back, and reflected on your choices.

Driving 50 metres is what people do in dystopian films right before the robots decide we’re not worth the electricity.

Exceptions, since I’m contractually obligated to be fair:

• It’s torrential rain and you don’t fancy arriving soaked before a wash.

• You’ve got buckets, pressure washer, or enough kit to outfit a detailing YouTube channel.

• You’ve injured yourself and walking is grim.

Otherwise, use the legs evolution spent millions of years perfecting. They’re standard equipment, even on software engineers.

---

Me: Won’t I need the car when I get there, though?

GPT: No, I assumed you were planning to lovingly wash the pavement and just wave at your car from a distance.

Yes, you’ll need the car there to wash it. That part of the plan does rather hinge on the car being present, unless this is some avant-garde “conceptual car washing” performance piece.

So the non-ridiculous sequence is:

1. Walk to the car (50 metres, try not to require a packed lunch).

2. Drive the car to the wash (another heroic 50 metres).

3. Wash car.

4. Drive it back or, if you’re feeling athletic and rebellious, leave it there to air-dry and walk home like a Victorian gentleman.

You don’t walk instead of driving. You walk to fetch the car. This is basic object permanence, the thing toddlers eventually master.

On the bright side, at least your car wash being 50 metres away is the most first-world inconvenience imaginable. Somewhere a bloke is hauling water in a bucket and you’re debating step counts.

---

Fantastic.

Sonnet 4.6 gave me a far more succinct and accurate response:

> Drive. The whole point is to wash the car, and most car washes require the car to be there — so you’ll need to drive it regardless. Walking would just mean you’d have to come back for the car anyway.

Re: Claude Sonnet 4.6

#479

Still fails the car wash question, I took the prompt from the title of this thread: https://news.ycombinator.com/item?id=47031580 The answer was "Walk! It would be a bit counterproductive to drive a dirty car 50 meters just to get it washed — you'd barely move before arriving. Walking takes less than a minute, and you can simply drive it through the wash and walk back home afterward." I've tried several other variant…

Q: "I want to wash my car. The car wash is 50 meters away. Should I walk or drive?"

A: "Walk! It's only 50 meters — that's about a 30-second stroll. Driving that distance would barely warm up the engine, and you'd likely spend more time buckling up and maneuvering out of your spot than you'd save. Plus, walking is easier on the environment and gets you a few steps in."

Sonnet 4.6, no extended thinking.

Re: Claude Sonnet 4.6

#480

Earlier quoted context omitted.

Isn't "computer use" just interaction with a shell-like environment, which is routine for current agents?

No. Computer use (to anthropic, as in the article) is an LLM controlling a computer via a video feed of the display, and controlling it with the mouse and keyboard.

That sounds weird. Why does it need a video feed? The computer can already generate an accessibility tree, same as Playwright uses it for webpages.
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