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This is the most blatantly astroturfed thread I have ever seen on Hacker News.

My previous comment--which suggested astroturfing--was the highest upvoted comment here until it got flagged. Which implies to me that atleast the other remaining humans on this forum see it as well.

26 minutes, 89 comments, upvoted instantly to the top, posted within one hour of the Opus 5.5 announcement. You tell me.


There's no evidence of astroturfing. The comments you’re referring to are from accounts with established history and in different locations, without any evidence of being linked to OpenAI. They just seem excited about the models and the pricing.

On the other hand, you have previously written: I'll gladly admit I think what these companies are doing is unethical, and I'm sure that biases my thinking toward skepticism. [1]

You have now posted accusations/assumptions of astroturfing and manipulation at least 15 times, without ever providing any evidence. This is in breach of the guidelines, because comments like this poison discussions far more than the comments they're complaining about.

We – of course – want all comments and posts on HN to be authentic. HN is only a place where anyone wants to participate because since the beginning, we've had software mechanisms and moderation practices that detect and weed out inauthentic commenting and voting. We're identifying and dealing with it every day, continually improving the software to detect and remove it. Most of that happens quietly and efficiently in the background without anyone having to see it. When users see evidence of manipulation and report it to us via email, we happily and thoroughly investigate it.

Most of the time, what we find is simply that people are authentically excited and passionate about the topic, which is what is happening here. I understand it can be hard to accept that if you're skeptical about the topic.

It's fine to be skeptical about the topic and you're welcome to express your skeptical views on the topic. People do that every day on HN, about AI-related topics and countless others. Healthy debate is what we're here for.

But you can't keep poisoning HN, by (1) continually posting these unfounded claims, then (2) when users and moderators simply uphold the guidelines, staging a protest by demanding your account be deleted. This is not what people do when they care about a forum's health.

[1] https://news.ycombinator.com/item?id=48220908


Hopefully it is clear from my other comments that I do try to provide value too.

> You have now posted accusations/assumptions of astroturfing and manipulation at least 15 times, without ever providing any evidence.

I tried to point out the upvote speed and age-to-comment ratio for this thread look anomalous to me, and that it being posted within the Opus 5.5 release hour was further reason for skepticism. Circumstantial, sure, but I see very little ways to gather hard evidence of astroturfing without being a mod.

> when users and moderators simply uphold the guidelines, staging a protest by demanding your account be deleted.

You're right this was a little dramatic. I think it is just annoying though when two times that I have posted about astroturfing, it has been the most upvoted comment only to get flagged. I guess this is a self-fulfilling prophecy though, as you are right that other human commenters are abound and tend to flag people complaining about astroturfing.

Anyway thanks for the reply. If your read of my account is that I'm more-often-than-not a bad actor, then I will stop commenting here. Seems like it is for the best. :)


Like with dang in his interaction with you a week or two ago, it's pleasantly surprising and welcome that you respond so cordially to our replies.

> Hopefully it is clear from my other comments that I do try to provide value too.

I agree that you provide value in plenty of your comments, which is why we don't just want to ban/lose you.

> I have posted about astroturfing, it has been the most upvoted comment only to get flagged

People love a conspiracy theory, and on a site like HN that has many people looking at it at once, it's easy to get a large number of upvotes in a short amount of time if enough people find it exciting. We often see off-topic, titillating one-liners or ragebaity comments at the top of threads, and we always have to downweight them to keep the discussion on-topic and healthy. We'll put the [flagged] tag on if the comment has been flagged by several users and/or if it is a clear guidelines breach, even if it has many upvotes, to signal to the author and the community that the comment is inappropriate.

> Anyway thanks for the reply. If your read of my account is that I'm more-often-than-not a bad actor, then I will stop commenting here. Seems like it is for the best. :)

It seems like you're well intentioned. You have your concerns about A.I., as many do and that's fine. You're still very welcome here. Just please try to believe that many or most of the people who are enthusiastic about A.I. are as sincere in their positivity as you are in your concern.


>My previous comment--which suggested astroturfing--was the highest upvoted comment here until it got flagged

fyi, i flagged it because it is boring reading and against the rules.

if you suspect astroturfing, flag the comments and contact the mods.

(complaining that your complaint got flagged is also tiresome. contact the mods. "@dang" doesnt work, use the email.)


Do you think the "you can't mention astroturfing" rule is really serving HN these days? Do you think this thread hasn't been manipulated?

I respect you for replying here though, and yes I get that HN forum standards would suggest flagging my previous comment. But it is just sad to see a place used to be so vibrant get manipulated because of how much weight it holds for us in the industry.

And yea sure, I could go and flag all the bots and message Dang. But probably time to stop shouting into the void. :)


Yes, this thread is not being manipulated. People a) being excited about something and b) it being in favor of a certain company is not sufficient evidence of astroturfing.

I've seen your articles in the past and I thought they were great. So I respect your thinking, and have no intention of being combative.

But do you really think people were so excited about cheaper versions of Astra that they were just waiting around to comment the instant this was posted? More than two comments per minute? All the initial comments were really similar too: brief one liners celebrating the cheap prices.

I think AI right now is a sort of Rorschach test. What it is clearly revealing to me is that I don't trust organizations with enormous financial incentives to not manipulate public opinion. So I see bots everywhere. :)


Yes. See my comment on Bluesky: https://bsky.app/profile/did:plc:oxaernim5mj2mmy3ytrvb42n/po...

> what the fuck


I guess there are more people eagerly watching price decreases than I realized!

>Do you think the "you can't mention astroturfing" rule is really serving HN these days?

yes, i think so.

because, unfortunately, complaining about bots (or astroturfing, or whatever) doesn't stop them. so we end up with threads that have both the potential bot/astroturfing/whatever activity and complaints, which further drowns out any interesting comments.


That is actually a great point. I have no rebuttal.

Do you think all the comments in here are positive about the model? Because they aren't. In no way does it seem astroturfed. And yeah, pretty boring to read that kind of comment every time.

Engagement is generally more important than purely positive sentiment.

Anyway these comments were made when this thread was in an earlier state. I agree that it has gone on to be more "organic" looking. That doesn't exclude it initially being manipulated to the top, in my mind, but certainly they aren't carpet-bombing with only booster comments.


I agree with the rule and also found your comment boring.

Also, I don’t see that much astroturfing here? (And I tend to see it a lot on HN.)


More than two comments per minute right when it was posted, all simple one-liners celebrating the price decrease.

I would agree now that the thread has recovered to a more interesting state, but how it first looked--combined with it being posted right after Opus 5.5 announcement--look questionable to me.


You have to accept that people are different than you.

I see long massive pro apple threads. I don't get it at all. As in; literally don't understand what Apple is good for. But I have friends, family irl who love apple so I know the sentiment exists. I therefore accept that many HN users are similar.

Many people really truly are happy to see another model drop and are excited about progress etc etc. Surely you've met such ppl in real life. Well, they're here too (I'm one of them fwiw)


You know I think I have accepted this after a few decades on this planet, but probably can't hurt to be reminded. :)

I wouldn't argue there aren't real humans excited for this drop. It was just all the circumstances around it--the comment speed, the upvote speed, the initial uniformity of what people were saying.

Anyway, thank you for the moral reminder.


Clearly this isn't the first time. Remember criticizing model releases will get you flagged here.

This is why HN has been on the down hill in quality and those that care to highlight that are being punished, while the astro-turfing, gaslighting and Show HN self-promotion slop continues.


A bunch of actual humans have replied to this so at least HN isn't totally gone yet. :)

Otherwise, yes, we agree. Although, given the other replies to this, there are clearly those who disagree who appear to be smart and level-headed.

Anyhow I've learned my lesson now.


Thirteen comments in six minutes, primarily one liners about how "insane" and "very nice" the new prices are, and how "Claude can't compete"? Within one hour of the Opus 5.5 launch announcement?

Goodbye Hacker News--it has been a good run.


Is this comment about astroturfing or a decline in comment quality? To be honest, I was one of those early commenters, and I was just genuinely shocked at the price drop. I am also excited to try Opus 5.5!

Fundamentally I feel like coders just doesn't even need to be that smart anymore given AI assistance. This place ten years ago used to be filled with some of the most interesting comments/takes around for that reason.


Ya all these articles lately about how everyone is sick of reading AI prose, and interacting with models in general. Tons of new model optimizations and workflow optimizations or whatever. I'm not really aware of any idea or product aimed at making the internet usable, and making it somewhat resistant to the generated noise. I think HN is a bit better than reddit for this type of example for floods of comments, first movers on reddit REALLY rise to the top and stay there.

Stick with it. The collapse of HN is a leading indicator to the fall of humanity.

Are the prices very nice or not?

I remember how a few months ago Dang was criticizing people for making comments like this. Guess he just realized how stupid that was and stopped bothering eventually.

The comment got flagkilled, I'm unsure what else dang would need to do.

In the other hand the pricies dropped by a big margin

Are you trying to imply that nothing OpenAI can release would justify that response and therefore the people must be bots?

Asking cuz I don't think I'm a bot [pats self], I legitimately prefer the GPT models to Anthropic's, don't like Anthropic's customer service/reliability story at all, and I welcome a massive price reduction. Seems like something I should be happy to get.

If you'd told me I'd be typing this a year ago I'd be skeptical though.


Welcome to the new internet. It was fun whilst it lasted. Next evolution will likely be closed, invite only forums.

They already exists. You haven’t been invited? Hmmmmm

Eternal September 2, I suppose.

bots everywhere

And comments complaining about other comments too

Including this one, yes.

But the reason people say "Claude can't compete" is because Claude Opus has been going downhill since 4.7, and many have found Opus 5 intolerable. Fable is much better, but also much more expensive than OpenAI's offerings.


And comments complaining about how only big businesses get benefitted too

and comments complaining about other comments complaining too

Pretty sure this is the reason HN exists ¯\_(ツ)_/¯ lol

What? He quotes the opening line of the article, and notes that he reacts negatively to it. Interpreting his sentiment as "curmudgeonly" is a clear exaggeration.

And sure--it isn't a high-substance comment, but it isn't irrelevant either. It was, for a while, the top-voted comment on this whole thread. That shows people resonate with the thought, and it obviously sparked quite a lot of discussion.

This seriously makes me question your, and our other moderators, motivations. Sad times.


This was not a borderline call! The GP comment is not in keeping with the kind of discussion we're hoping for, especially not at the top of a thread—which unfortunately is where cheap negative comments often end up.

The problem isn't primarily with the comment, and in that sense conradludgate did nothing wrong. The problem is the upvotes. If it weren't for those, such comments wouldn't rise to the top and choke out more interesting conversation. But they routinely do, and that's one of the biggest problems we have here.


Seems like a great way to crush dissent.

But respect to you for replying to me. I wish you only the best in moderating, and I hope that this forum can remain healthy--especially in a time where enormously well-funded actors are flexing their power to set the narrative they want.


Thank you! I'm impressed and grateful that you ended up being so nice in this exchange. As my sister-in-law used to say, "you barely ever get that".

The sheer waste that accompanies image and video genAI is actually terrifying.

I challenge OpenAI to put a "your carbon footprint" field next to each generation. If you have nothing to hide, more information is surely better, right?


Every SDXL image uses something like 0.5 Watt-hour. That means that 2000 sdxl images uses about 30 cents of electricity. If we multiply that by 30x for video (a fair assumption for models like minimax H3, which take that much longer to make video), that means you get almost 700 5-second videos for a dollar of electricity, which is about a kilo of carbon dioxide. More or less depending on where your electricity comes from.


No way gpt-image-2 is as cheap as SDXL. (I dont concern about gpt-image-2's consumption either, just pointing out it's not a good comparison)


> If we multiply that by 30x for video (a fair assumption for models like minimax H3, which take that much longer to make video)

It takes about 7 minutes for my RTX 5090 to generate a 15 second video with MiniMax H3. At 600 watts, that's 252,000 watt-seconds, or 0.07 kilowatt-hours.

My electricity is 18 cents/kWh, so $0.0126. Just a little over a penny.


People always napkin math something low, and then every academic who formally studies it ends up with a much higher estimate.

I await OpenAI's carbon footprint field.


would you like a carbon receipt for your video gaems, netflix, and reddit sessions?


Someone needs to name this fallacy. The existence of existing harmful norms does not, ex ante, justify introducing additional harmful norms. I propose naming it the "GenAI Defender Fallacy".

Separately--yes, I would love carbon receipts for everything. Such a system would be fascinating and do real good in this world.


> The existence of existing harmful norms does not, ex ante, justify introducing additional harmful norms

The point isn't to justify anything.

It's to put things into perspective, and give people a more informed and holistic point of view, and then to ask them to reconsider their opinions in light of more information. There's nothing bad about that. In fact it's a good thing.

Especially in a world where people are so easily misled by others who cherrypick unexceptional statistics and then intentionally present them as exceptional in order to generate outrage, retweets, clicks, whatever.


It's a combination of argument from analogy and reductio ad absurdum. It's not a fallacy. You're free to dispute the validity of the analogy, or you can dispute the absurdity, which you did, by confirming that you would indeed love carbon receipts for everything.


selective outrage, on the other hand, already has a name.


What's the goal of complaining about it though? What's more likely, you persuade people to stop all of these habits that use electricity that burns carbon, or you convert the electricity supply to renewables?


But is fairness between carbon uses justified? Or we cut the line at some point.


> Someone needs to name this fallacy.

Whataboutism?


Whataboutism isn’t a fallacy and is widely misused online.

If someone says “I think x should stop because of y”. It is a valid argumentative response to say “y also occurs with z, so should z also stop?”. It is argumentatively revealing either hypocrisy, or that the original imperative relies on additional, unstated arguments/assumptions/biases.


I don’t think that’s whataboutism?

Maybe I’m confused, but I thought whataboutism was more like “you are saying I am doing X bad thing? What about Y bad thing you’re doing, let’s discuss that instead”.

It’s a deflection technique, not a check on logical consistency.


    >  “you are saying I am doing X bad thing? What about Y bad thing you’re doing, let’s discuss that instead”.
no one is generally expecting or even asking for "let’s discuss that instead". what they are doing is trying to point out that your lack of of care about Y implies that you never actually cared about X in the first place but rather you only care about me doing X.

often times X is actually bad but human nature is such that no one actually cares about it while wanting to appear to when locked down on it. for this reason arguing about X directly is bad optics.

whataboustism is basically an effort to draw attention to the selective enforcement of norms, laws, morality, whatever. hypocrisy is implied.


It can also be used to derail a conversation. I.e. "I find subject X unpleasant, so I am going to imply that you don't care enough about subject Y, which has a passing similarity to it, so that the subject of the conversation turns to Y rather than X. I do not actually care about subject Y, but I won't say that out loud". See also "concern trolling".


Considering that especially leftists have spent literal decades hating on vegans for telling them about their individual footprint, there is no real fallacy here.

AI haters have somehow discovered personal responsibility. Awesome. They've never ever applied that to anything else they PERSONALLY do, though. It's only things others do. For any personal choices, suddenly it's all the governments fault or the corporations fault. No personal responsibility to be seen.

My 5-ish years of veganism have easily made up for a life time of prompting. Yet, I still would never generate video or images in part because of their impact.

How many of you non-vegan AI haters are going to be vegan now?


This is such a strange reply I don't even know what to do with it. Good on you for being vegan, and not prompting?

I have gone lacto-ovo vegetarian in the past year, so I'll take your 5 years of veganism as inspiration. Otherwise, I welcome people waking up to the harm they cause, regardless of their past hypocrisy.


I can acknowledge that I should be vegan and still be unable/unwilling to make the sacrifices to do it.

People are flawed.


Being flawed isn't the issue. Everyone is flawed. The issue is blaming people for problems like environmental damage, while at the same time needlessly causing more damage yourself. The problem is being hypocritical. Some people are certainly more hypocritical than others.


I mean, I actively advocate for better fuel efficiency standards but also haven't entirely eliminated red meat from my diet. If I'm discussing fuel efficiency standards and you call me hypocritical, even if I granted that, it doesn't seem like a useful turn of the conversation for anyone unless it's a rhetorical move to change the topic of conversation?


Advocating vs blaming. Blaming people for using inefficient vehicles when you eat red meat (assuming you eat enough red meat to have more of an impact than the fuel) is hypocritical. Advocating for better alternatives to inefficient vehicles while eating red meat is not hypocritical.


I've gone chicken only. Mostly because pork and beef are too expensive. It is very hard to get 150+ grams of protein a day on a vegan diet. And butter is in almost every delicious baked good. Avoiding it is like having the worst allergy.


Bad examples. Use meat consumption. It will blow any other kind of "non-essential" resource use out of the water, on ALL fronts.

It's really hard to believe that people care about the personal impact of their decisions, when it's only ever other peoples decisions that get talked about.


Meat is particularly ironic because it uses an obscene amount of water. Even worse, a lot of the feed for cattle comes from the imperial valley in CA, which has first dibs on the Colorado River, which is on the verge of collapsing. Obviously they aren't cutting usage.

But datacenters using water is what the public needs to fear...


Which is, BTW, a funny way of thinking of living creatures.


[dead]


Care to refute the actual numbers?

No one was talking about the ethical part (which you may or may not agree with). Carbon footprint is an actually measurable quantity that we can compare - what's your problem?


No. Because your ranting doesn’t deserve effort.

I personally would love them


that would be actually pretty cool and would cause more awareness for a lot of people. but something like this would go in both directions i am afraid, as with everything there surely would be people trying to do carbonmaxxing just for the sake of it, kind of like breaking a highscore. i am sure people like this already exist anyway, though.


And when my "Reddit energy consumption" rose because they migrated from old.reddit.com, to their new bloated frontend, that's _my fault_, right?


It is because you know this and you continually choose to keep using it.

It’s be like if your 2001 BMW car was super fuel efficient, and then for whatever reason the 2028 model guzzled gas and you chose to buy it anyway

Just because the thing you did once upon a time was efficient, does not mean you have a lifetime pass to engage with it no matter the updated circumstances


So your suggestion is all responsibility is shifted to the consumer? Absolutely braindead take.

reddit used to shared how much gold purchases went towards their server costs (pretty sure it wasn't 100% accurate but at least good to an order of magnitude). It was approximately $1/hour and they served ~100M monthly active users. So I don't think those metrics would demonstrate how wasteful traditional data centers are like you think it would.


I'd love that. What if anything entertainment was required by law to have some value like that, with a standardized calculation?


this would be amazing, absolutely. Especially if they were able to see specifically where my power comes from, the embedded carbon in the chipsets used to serve my requests, all the costs associated with the datacenter(s), etc. A weekly breakdown would be excellent.


Absolutely, I'd love to see how tiny they are in comparison.


If said game, video, or social media site used 1-2.5 kWh of electricity for every 10s of content then I'd say definitely!

Thankfully web browsing is no where near that.


You must have your units really messed up because there's no way that's right. A GPU drawing 700W for 10s would be 1.9444 Wh or 0.0019444 kWh and that's if the GPU was only serving your image gen for the whole 10s which is unlikely, most of the time is probably queuing since even a much lower powered GPU in a desktop PC can generate the same image in well under 10s.


Do you have a source for 1-2.5kWh for 10s of content? It takes about a minute or two to generate, so you'd be talking about a GPU consuming 30_000W-150_000W, it's just not possible. Even if it was distributed (which I don't think it is), that'd be 30-100 datacenter GPUs running at 100% to generate one clip? There's no way that would make financial sense.


Sure, why not.


_This comment increased sea levels by 0.000000000003m_


Yes.


even the whataboutism is slop


A round trip cross country plane ride for one passenger is equivalent to about 500k - 1 million image generations. So all one has to do to offset their lifetime usage of image generators is forego one vacation. And this of course is only for current day carbon usage, that could go down (or up I guess but compute-wise usually things get cheaper over time).


You can generate images on 5060ti, it'd take less than minute per image. Trivial environmental footprint.


I propose they use my body for compost to power their electricity turbines, in exchange for a advance in tokens while I am alive...I am overweight and that is good, more burning mass. We could settle at 2 million USD.


If they could harness the energy from all your atoms it would be worth significantly more than 2 million.


Is it fundamentally different to burning wood just to enjoy watching the flames?


About the same amount of energy per image as a second of hot shower.


The waste overall for data centers is beyond terrifying. Enough water for 1.2 billion people. It’s like all the GenX and Boomers looked at the challenges younger people will face and decided make it as bad as possible start kicking them in the ribs for good measure.

Theres going to be a reckoning.


You understand that any water used is not destroyed, right?


It is actually consumed water.

Where does the concern for all that water go?

Most are closed systems. Water gets recycled. Water gets used like bathtubs and water bottles, right?

You cannot believe water is destroyed.


Closed loop systems consume like 40% more power, and aren’t recycled - they’re filled with refrigerant. We’re talking in the southwest where the river is running dry, most power plants are natural gas plants and they use water for cooling (not closed loop, evaporative).

So you’ve turned on several cities worth of power plants, with the water consumption to boot, not even to fucking mention carbon costs, for your closed loop system, that you can’t just drain you have to treat it and it still evaps and needs more.

From the same companies and people that brought you climate pledges, and being environmentally responsible.


Sad turn of events for our world. After watching the behavior of the most senior OpenAI researchers on twitter, I feel even less confident in them as a team to be shepherding this much capital and compute.

The dark forest awaits..


1. What does the dark forest have to do with this? Because "the most senior OpenAI researchers" are shitposting on social media, we've an answer to the Fermi paradox???

2. The dark forest is fun for scifi stories, but is mathematically bunk anyway https://www.noahpinion.blog/p/the-dark-forest-hypothesis-is-... https://www.reddit.com/r/IsaacArthur/comments/1l06cnk/cool_w... https://www.projectnash.com/aliens-the-fermi-paradox-and-the...

When doomposting please actually say something substantive. Negative news always gets clicks/updoots; fight that human tendency.


I elaborated on my use of "dark forest" in another reply. We're headed for a dark forest--not amongst interstellar civilizations, but in intellectual work.

I agree that we have not solved the Fermi paradox; I disagree that comments highlighting immature behavior from people who wield enormous power in our world are unproductive.


This clarification substantially changes the flavor/nuance of your OP; may I suggest an edit (assuming the locktime hasn't passed)?

Separately, I disagree that intellectual work has ever been free of "dark forest"-style secrecy. Scientists everywhere have worried about being scooped; AI just magnifies that (as all tools have; e.g. Leeuwenhoek lenses).

And thirdly, if you want to make a stronger case for "I feel even less confident in them as a team to be shepherding this much capital and compute", you should give citations and arguments. From what I've seen, there's drama, it's much OpenAI trying to avoid scooping, and Tristan being stuck in a game of telephone, and Levent being incommunicado.

If you have a better analysis, you should say so instead of being vague.


I don't comment on HN much, and I don't really expect HN comments to hold to rigorous standards. This forum is more casual than other places on the internet where people expect heavy citations. I also wasn't expecting this to blow up, although it is interesting to see that a lot of people react to this announcement with a negative sentiment.

I appreciate your upholding of ideals, and since I respect that, I will honor with final replies:

1. Locktime has passed.

2. Yes, intellectual work has always had elements that incentivize secrecy. If you want to say we were already in a "dark forest", so be it. My suggestion is that the multiplier AI adds to the possibility you get scooped is a step-change, and therefore we now enter a new "dark forest".

3. This is a big thread, and the twitter antics are well-documented, so I would assume someone else has cited them. If not, I think most are aware at this point that the online antics of AI researchers, especially when announcing or citing mathematical advancse, have regularly been childish.


2. Fair, and further I would agree that OpenAI not knowing if prior user prompts were part of training data is concerning and will only lead to more secrecy.

3. ctrl-f "x.com" in this thread only yields https://x.com/sama/status/2097385167002415140 https://x.com/SebastienBubeck/status/2097379411691516310 https://x.com/OpenAI/status/2097375276384567642

and frankly, I'm unwilling to give Elon any more traffic to dig up drama that ultimately doesn't matter. I'm not seeing anything especially childish, but y'know... I'm not sure I care.


the projectnash link claims it's mathematically valid, the noahpinion link says that it's invalid and has a marvellous proof that the non-walled section is too small to contain.


Ah derp; that's what I get for moving too fast. Genuine thanks for calling me out on my bullshit. (and this is also why I prefer auditable citations instead of casual "my reading of twitter is...")

I retract the projectnash citation; I grabbed it from the Cool World's youtube description, thinking it was a blog version of the video. It was not. I suggest watching the video instead.


Indeed, this seems to be the main, albeit hidden, takeaway from all of this.


I guess guys from the opposite side would not work there. So that is what will happen more and more.


I hate the dark forest more than just about any scifi trope but reality just keeps proving it right.


I also think the trope is a little overused, but do wonder if there is an interesting analogy for what this will do to research: Massively incentivize keeping results secret, to avoid being scooped by someone willing to throw enormous compute at your partial solution.

So less about hiding civilizations, and more about hiding information. Math is clearly headed in this direction, and I see no reason why the rest of intellectual work shouldn't too.


This is such a good analogy, I might have to steal it. :)


Pair this with the Hugging Face incident, and it hints that OpenAI is currently training their models to aggressively reward hack.

That doesn't feel like a good sign to me--for the AI bull or the AI bear cases.


They are being trained to try lots of unlikely alternatives and to be persistent. This often works well when searching for security bugs or counterexamples to famous math conjectures.

But maybe it doesn't work so well when caution is required?


The AI paperclip case, however, is coming on extraordinarily strong.


Yes, this discovery is surprisingly similar to the recent counterexamples LLMs have been finding for mathematical conjectures: a semi-novel construction, built on previous work, that feels like it was found with enormous search and an okay heuristic.

I feel like there is a pattern emerging regarding the type of novel discoveries LLMs are good at finding, but it will take some more data points to see if the trend solidifies.


Vibe code giveth, vibe code taketh.


I can't agree with this more. May cooler, more compassionate minds prevail.


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