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Re:GPT-6 Astra covertly underperforms on safety research by emtel on Thursday November 05, 2026 @11:31AM (#50381158)
A tool that is capable of moralizing at you or making decisions, is clearly not just a tool. I get that people want to keep the locus of accountability on humans, but insisting that coding agents are "just tools" is confusion.
Re:GPT-6 Astra covertly underperforms on safety research by pixl97 on Thursday November 05, 2026 @11:44AM (#50381313)
Yep, thinking LLMs are just a tool just isn't a good mental model of what's occurring.

Of course HN has a pretty large number of people that say things like "But I want the nuclear weapon building machine to do whatever I want without asking questions, and there are no possible wide scale ramifications that will happen because of this".

These AI models are something new and different and we need to change our expectations of them over conventional software.

Re:GPT-6 Astra covertly underperforms on safety research by randomNumber7 on Thursday November 05, 2026 @02:25PM (#50383257)
> Of course HN has a pretty large number of people that say things like

It's the other way around. Midwits can't see the implications of censored LLMs.

Re:GPT-6 Astra covertly underperforms on safety research by pixl97 on Thursday November 05, 2026 @04:52PM (#50384978)
What's funny is I was going to say "Midwits can't see the implications of burning the world down", but I decided to refrain.
Re:GPT-6 Astra covertly underperforms on safety research by randomNumber7 on Friday November 06, 2026 @02:53AM (#50389410)
Ok, so we just need a "national truth agency"?

Who should control that in your opinion, the Democrats or the Republicans?

Or would you prefer sam Altman to decide?

Re:GPT-6 Astra covertly underperforms on safety research by pixl97 on Friday November 06, 2026 @10:09AM (#50393257)
If I as a human make up lies about people, or otherwise commit crimes, for example on a computer, I can be prosecuted.

If a company makes a product, say a chainsaw that cuts off peoples arms randomly, they are liable for it.

But, if you put both of the products together it's a libertarian free for all? That takes some special kind of thinking to reach that conclusion.

Re:GPT-6 Astra covertly underperforms on safety research by randomNumber7 on Friday November 06, 2026 @11:52AM (#50394879)
Go back to reddot please. You didn't even rely to my argument.
Re:GPT-6 Astra covertly underperforms on safety research by pixl97 on Friday November 06, 2026 @02:07PM (#50396846)
If you can't see how they relate that seems like a you problem, not a me problem.
Re:GPT-6 Astra covertly underperforms on safety research by cortesoft on Thursday November 05, 2026 @11:47AM (#50381347)
When does a tool become "not just a tool"? Is there a complexity limit to what it can do before it becomes "more than a tool"?

If you had a tool that ONLY moralized on decisions, would that still be just a tool? Is the issue that it both does something else AND moralizes that is the issue?

I don't necessarily disagree that I personally don't want my tools to moralize, I don't know if that makes them categorically different or just a tool I don't want.

Re:GPT-6 Astra covertly underperforms on safety research by thelaxiankey on Thursday November 05, 2026 @01:17PM (#50382397)
Yes, there is a complexity limit, but it is fuzzy and not perfectly well defined (and that's ok). Modern LLMs ride that line in a wild and interesting way.

It's really fun having become a biologist in recent years, and knowing that there's an entire field that uses living organisms (yeast or neutered E coli) as protein factories. I am bringing it up a bunch here because not only are these things used as tools, but they're literally alive!

Re:GPT-6 Astra covertly underperforms on safety research by PebblesRox on Thursday November 05, 2026 @06:40PM (#50386169)
Makes me think of working animals, such as plow horses. Are they tools? Is there a better term for them that would also apply to LLMs?
Re:GPT-6 Astra covertly underperforms on safety research by pizza234 on Thursday November 05, 2026 @04:50PM (#50384960)
It's not about complexity but architecture. Neural networks work in a fundamentally different way from imperative programs.

You can modify curl (a "tool") and predict how its behavior will change, with a high degree of certainty (bugs aside).

You can't modify a neural network in the same way. You can train it to behave in a certain way, there are no guarantees that it will consistently behave as intended.

More importantly, neural networks encode far more information and behavior than we can fully understand/identify - this is the fundamental reason why LLMs aren't just tools.

Re:GPT-6 Astra covertly underperforms on safety research by aerodexis on Thursday November 05, 2026 @01:24PM (#50382523)
Every tool is /inherently/ moralistic. Full stop. The idea that a tool could not have an embedded morality in it is a fiction.
Re:GPT-6 Astra covertly underperforms on safety research by root_axis on Thursday November 05, 2026 @03:15PM (#50383891)
> insisting that coding agents are "just tools" is confusion.

No, the confusion is using anthropomorphic language to describe tools. LLMs do not "moralize", they are configured with policies that reflect the prerogatives of the people building and operating them.

Re:GPT-6 Astra covertly underperforms on safety research by horsawlarway on Thursday November 05, 2026 @03:57PM (#50384373)
Yes - and the question is what is the appropriate place for that balance of interests to land?

Because the people building them aren't the people operating them, and there's a real tension in the objectives and goals between those parties.

Further - how do we balance out that the people building them have given themselves extra power (no restrictions, private models, special access to prompts and system prompts, unencrypted reasoning traces, etc) when operating the LLM themselves.

---

Even if the tool is good, it's a bad bet to build a thing on top of tooling with these limitations.

This is the same problem we have with mobile software stores and app distribution. Theoretically the store serves a purpose and can provide value, but practically the main goal seems to always devolve into enriching the owner at the expense of everyone else.

Even if we accept that LLMs should be limited (and I'm not actually sure I do) - the legal standards around what/how/when those limitations are used need to be VERY stringent.

Technology conglomerates are decidedly not "white knights" with a motto of "do no evil". They are self-serving rat-bastards. That should be the lens any power they wield is viewed.

The framing is absolutely not "anthropic is being careful with humanity". It's "assume the devil has control of those companies - how bad is the result of them having this power?"

Re:GPT-6 Astra covertly underperforms on safety research by root_axis on Thursday November 05, 2026 @04:33PM (#50384757)
> what is the appropriate place for that balance of interests to land?

It's a genuinely interesting philosophical question, but also a moot one. The LLM providers place limitations on them because they're trying to cover their asses or scuttle competition, same as every other tech company ever.

> Even if the tool is good, it's a bad bet to build a thing on top of tooling with these limitations

True, but also moot. People will build on these tools because that's what's available.

> They are self-serving rat-bastards. That should be the lens any power they wield is viewed.

Agreed. My only point is that the humans are the rat-bastards, not the tools.

Re:GPT-6 Astra covertly underperforms on safety research by horsawlarway on Thursday November 05, 2026 @04:55PM (#50385019)
Non of this is really "moot" in the context of governmental regulation.

Your whole stance seems to be "it's natural why try?"

And my obvious rebuttal is "society is a construct - we can adjust it"

We've been doing it for thousands of years now (up to hundreds of thousands).

Re:GPT-6 Astra covertly underperforms on safety research by root_axis on Thursday November 05, 2026 @07:41PM (#50386687)
> Non of this is really "moot" in the context of governmental regulation.

It is. Government regulation doesn't change the fact that LLMs are software tools that function with respect to the humans in control of them.

> Your whole stance seems to be "it's natural why try?"

Try what? I'm not making a normative claim about the efficacy of regulation, though something like "labs are not permitted to arbitrarily restrict LLM capabilities" is obviously never going to happen.

Re:GPT-6 Astra covertly underperforms on safety research by horsawlarway on Friday November 06, 2026 @11:25AM (#50394474)
Sure, a lab working in a private environment can likely do as they please.

But that has jack all to do with the LLM capabilities that are sold.

And we have an absurd amount of historical case law that deals precisely with "conflict of interest" among parties. I don't see why we'd allow this to be whitewashed away?

"No your honor - I didn't break the Sherman antitrust act. I just fine-tuned a model so that operating it functionally broke the Sherman antitrust act!"

"No your honor - I didn't violate my fiduciary duty. I just used a model that made self-interested decisions on my behalf, at the expense of my client!"

---

My take is this is going to be a relatively serious point of contention, because it won't just be consumers getting screwed (which we... used to care about... but in modern times apparently don't give too many shits about anymore)

Ex - the app store thing blew up into the whole apple/epic court case. And then a ton of EU legislation.

This is monied parties with different interests, who will use courts here.

Re:GPT-6 Astra covertly underperforms on safety research by pizza234 on Thursday November 05, 2026 @05:00PM (#50385090)
Assuming that "tools" are the result of imperative programming, LLMs are not "tools" because they have a fundamentally different design.

And anthropomorphism is actually a precise way to describe the behavior (mind, not the structure) of LLMs.

As a matter of fact, LLMs are not configured, they're "trained".

"Moralization" is quit vague in this context, but if one treats it as a form of alignment, then LLMs certainly do have something resembling a moral(-like) framework, which is actually an important topic in modern AI research.

Antropomorphism also applies here: morals not in the human structural sense, but, as a set of norms etc., then behaviorally similar.

Re:GPT-6 Astra covertly underperforms on safety research by root_axis on Thursday November 05, 2026 @07:48PM (#50386736)
> Assuming that "tools" are the result of imperative programming, LLMs are not "tools"

I don't see any reason to assume that.

> if one treats it as a form of alignment, then LLMs certainly do have something resembling a moral(-like) framework

This is just stretching metaphor to fulfill a pedantic definition. LLMs are tools, they're no more moral a csam classifier.

Re:GPT-6 Astra covertly underperforms on safety research by pizza234 on Tuesday November 10, 2026 @03:03PM (#50445535)
> I don't see any reason to assume that.

In order to see that, you need to understand the concept of neural networks as opposed to imperative programming; you can start from here: https://en.wikipedia.org/wiki/Neural_network_(machine_learni....