Heh, dumb idea of the day: do a "flipped classroom" in a different sense -- instead of a student taking a quiz or exam, you provide a clueless AI and the student has to train it on the subject at hand, and then the AI takes the test.
Lest anyone think this is a brilliant idea: an LLM would likely be much better at doing the ~~RLHF~~ RLMF, so you haven't actually gained anything. But I feel like there may still be the kernel of a good idea somewhere in here.
Perhaps your assignment is to iteratively train the AI, which is pre-prompted to seek out every reasonably possible failure mode when it generates solutions. So the learning mechanism is to train an adversarial AI on the subject matter as a way of learning it yourself. This does not solve the problem of cheating with an LLM, it's an alternative pedagogical approach.
> The American society is just as corrupt and screwed up as any other country
That's a weird phrase. It hints at an assumption or widespread belief that we aren't as corrupt or screwed up. Which I get; I was born and raised in the US, and I got a full dose of American exceptionalism too.
Corruption in particular is a tricky thing to define. Currently, it is patently obvious that we are quite a bit more corrupt than the median. The recent big spike is new, but if you pay attention to the news, you'll see that over and over again we're being presented with evidence that this is not a new thing. This is a longstanding thing and the only thing that's new is the degree of exposure. We may have been this corrupt in the past; there's some pretty mindblowing stuff in the history books. But I don't recall this level of naked corruption at any point in the country's history.
As for screwed up, we've held the crown on that for decades at this point. We've exported that trait throughout the world, so it's getting a little harder to tell. Also, there's plenty of homegrown screwed-upness for our variety to interbreed with.
But this is just an American talking to an American. To the rest of the world, the corruption and decay is and has been extremely obvious. Talk to Europeans. They see us as a third world country who happens to still have the biggest military and hold the world's reserve currency. (For now.) But the "third world" part is not an exaggeration, from the people I've talked to. And I can't really argue? Fascism is risen, we're ok with secret police disappearing people from our streets, we're ok with our public money being used to pay people to vote for a particular party. (If you object to "ok", protesting and writing strongly-worded messages on social media doesn't count. I confess that that's all I do.)
> Communism is better than capitalism.
Here's where I disagree. "Structure X is better than structure Y" conveys very little information and is not a useful framing. It's a real example of "ideas are worthless, execution is everything". Capitalism is fine. Free trade is powerful; it's capable of and has accomplished an enormous amount of good. It just needs to be protected and managed; free trade being good does not mean the freer the better, for any definition of "free" that someone wants to come up with. Communism is fine too. It's not even incompatible with competition. Hell, the actual systems in use today aren't even one or the other, the pure forms don't work and aren't acceptable to any population.
But perhaps you mean late stage capitalism and late stage communism. Those both suck, from what I can tell.
The main pic makes absolutely zero sense. The sides are tilted upwards, so clearly they were moving towards each other. But there's a big gap, so clearly they're moving away from each other. I was mentally sketching out a scenario where it was first one then the other, until I realized it was just AI slop.
Anthropic agreed to uses that involve a human decision, so this is a non sequitur.
The whole conflict is specifically about uses that do not involve a human decision. The DoD agreed to a contract that said it wouldn't use Anthropic for that, and then tried to change the terms.
Incidentally, the DoD used Claude in its decision that resulted in killing 120 children at an elementary school for girls. The Pentagon concluded that there was human review (which would mean that it fell within the contract's terms) but that the review was hollowed out (which could mean that it was a violation of the contract).
You're skipping the supply chain risk designation, which is an extraordinary and punitive measure. Without that part, you'd be correct that this is a nothingburger. "Government decides to not renew contract with corporation X and goes with Y instead" is not headline news.
Then the Pentagon shouldn't sign a contract with them. (Or in this case, they shouldn't try and fail to renegotiate the terms of an already signed contract, and then retaliate in order to get their way.)
...I suggest you read about what actually happened:
Anthropic: "We'll sell you access to our AI as long as you don't use it for war crimes or mass surveillance."
DoD: "Ok, deal."
...time passes...
DoD: "Wait, no, we want to be able to use it for war crimes too."
Anthropic: "Too late, you agreed already, and we won't sign a contract for that. You can keep using it for everything we agreed to."
DoD: "Change the terms or we will destroy your business."
Anthropic: "No."
DoD then signs contracts with OpenAI and Google that permit them to commit war crimes and mass surveillance as long as they get legal cover, and proceeds to apply as much leverage as it can to destroy Anthropic's business.
----
And for the record, Anthropic agreed to all "yucky Army things" usage that was an extension of past yucky Army things, they just did not agree to a new class of yucky Army things: namely, fully autonomous killbots. Even there, it was only "not yet, it's not ready". Your whole comment is a gross mischaracterization.
I quit using ChatGPT entirely over this incident, and that's not because I find Anthropic's position to be saintly. They agreed to a contract where the DoD could and in practice is using their AI for committing war crimes.
The problem here - as you probably very well know but pretend not to - that "war crimes" is a very poorly defined term that is subject to many interpretations and subjective political and partisan opinions. Antropic wanted them to be the last word in every decision, and DOD could not allow that, because they are governmental agency, which is controlled by US government, not by Antropic. Nobody is destroying anybody's business - pretending that Anthropic could never find any users for their AI outside DOD is plain silly.
US Society has mechanisms for preventing and investigating war crimes. They may not be perfect, and you may not be happy about how they are working, but I doubt that "give control over it to some random guy that makes AI models" is an adequate solution for that. If Antropic decided the risk of DOD circumventing those mechanisms is too high for them to tolerate - they have full freedom not to sell to DOD. Which they used.
> I quit using ChatGPT entirely over this incident
And this is supposed to be an argument because....?
> They agreed to a contract where the DoD could and in practice is using their AI for committing war crimes.
You have a very vivid imagination. Not trying to use it to state things that could be misinterpreted as statements of fact would be nice. Not that I am new on the internet, so I know it's not going to happen.
Ok, I'll be precise: the main dispute was over fully autonomous decisions to use lethal force. Because if the AI chose incorrectly, the military would be attacking targets that it shouldn't. Whether that is a war crime hinges upon whether it was reckless. Anthropic's position was that AI is not capable of making such decisions, which is another way of saying that giving that decision wholly to an AI is reckless. I can stop using the term "war crimes" if it bothers you so much, but I'm failing to see a distinction between what Anthropic was fearing and the definition of what a war crime is. These are fears, so this isn't about whether one specific action was a war crime or not. This is just naming what Anthropic was worried about and why.
> Anthropic wanted them to be the last word in every decision, and DOD could not allow that
Cite one source for Anthropic demanding to be in the loop. This was about the terms of a contract. If I'm agreeing to sell you a medicine, under the condition that you do not use it to euthanize homeless people, that does not mean I am demanding to follow you around and make you ask me whether each use is ok.
> Nobody is destroying anybody's business - pretending that Anthropic could never find any users for their AI outside DOD is plain silly.
Strawman much? The question is about the US government using its influence in a competitive environment to hamstring one company. It doesn't matter whether there are other customers. It doesn't matter whether the company can survive the attack. What matters is whether it is legal and ethical for our public resources to be used for retaliation in this way.
> US Society has mechanisms for preventing and investigating war crimes....I doubt that "give control over it to some random guy that makes AI models"
This is an invented claim. Cite a source.
>> I quit using ChatGPT entirely over this incident
>
> And this is supposed to be an argument because....?
The argument was the first part of the post. This part was me giving my perspective on things, in this case it was about how I don't find Anthropic's position to be good, just that OpenAI's is far worse. My post was not for you exclusively; based on what you have written, I have concluded that there is no value in debating you or attempting changing your mind.
>> They agreed to a contract where the DoD could and in practice is using their AI for committing war crimes.
>
> You have a very vivid imagination. Not trying to use it to state things that could be misinterpreted as statements of fact would be nice.
Ok, fair. Sticking to facts: the crucial part of the negotiation was about whether the DoD can use Anthropic's products for autonomous decisions on lethal force. Since then, it has come out that AI was used in the decision to target an elementary school for girls that killed 120 schoolchildren. (The Palantir Maven Smart System, fwiw, not Claude.) The Pentagon investigated and found that although a human was theoretically in the decision loop, in practice the oversight was minimal and ineffective. "No one remaining on those teams [the teams tasked with minimizing civilian harm] reviewed the strike plans in advance of the attack on the school, according to Bloomberg." Those teams had been gutted, with Hegseth explicitly stating that they were getting in the way.
My supposedly very vivid imagination translated this to reckless decisionmaking that led to a large number of innocent civilian casualties, aka war crimes.
Lest anyone think this is a brilliant idea: an LLM would likely be much better at doing the ~~RLHF~~ RLMF, so you haven't actually gained anything. But I feel like there may still be the kernel of a good idea somewhere in here.
Perhaps your assignment is to iteratively train the AI, which is pre-prompted to seek out every reasonably possible failure mode when it generates solutions. So the learning mechanism is to train an adversarial AI on the subject matter as a way of learning it yourself. This does not solve the problem of cheating with an LLM, it's an alternative pedagogical approach.
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