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I've recently been feeling like consumers overseas get better treatment from tech companies than us here in the US. Unskippable ads are illegal in Vietnam, and now Europeans get interoperable messaging in WhatsApp. Meanwhile here in the US we're getting shafted. When are we going to put our collective feet down and say enough is enough?

Look around you. At least in my company half the programmers are H-1B Indians. They're not going to resist anybody with the risk of getting deported back to India.

It's ok this is just the next level of human evolution. We haven't needed to know how to do basic math since the calculator. Nowadays our AIs can read and write for us too. More obsolete skills. We can focus on higher level things now. No more focusing on sparks, we can focus on building something important. We don't have an attention span over 5 seconds anyway thanks to social media. If you don't get where I'm coming from you probably don't have ADHD but that's fine.

you need a spark to start a fire, if you offload everything to the LLM you won't understand the higher level things

Completely agree fwiw. My comment sarcastically paraphrased a few other AI slop lovers I've seen in this comment section.

I agree with this. We've made existing problems 100x worse overnight. I just read the curl project is discontinuing bug bounties. We're losing so much with the rise of AI.

That seems a bit fatalistic, "we have lost so much because curl discontinued bug bounties". That's unfortunate, but it's very minor in the grand scheme of things.

Also, the fault there lies squarely with charlatans who have been asked/told not to submit "AI slop" bug bounties and yet continue to do so anyway, not with the AI tools used to generate them.

Indeed, intelligent researchers have used AI to find legitimate security issues (I recall a story last month on HN about a valid bug being found and disclosed intelligently with AI in curl!).

Many tools can be used irresponsibly. Knives can be used to kill someone, or to cook dinner. Cars can take you to work, or take someone's life. AI can be used to generate garbage, or for legitimate security research. Don't blame the tool, blame the user of it.


> Also, the fault there lies squarely with charlatans who have been asked/told not to submit "AI slop" bug bounties and yet continue to do so anyway, not with the AI tools used to generate them.

I think there's a general feeling that AI is most readily useful for bad purposes. Some of the most obvious applications of an LLM are spam, scams, or advertising. There are plenty of legitimate uses, but they lag compared to these because most non-bad actors actually care about what the LLM output says and so there are still humans in the loop slowing things down. Spammers have no such requirements and can unleash mountains of slop on us thanks to AI.

The other problem with AI and LLMs is that the leading edge stuff everyone uses is radically centralized. Something like a knife is owned by the person using it. LLMs are generally owned one of a few massive corps and at best you can do is sort of rent it. I would argue this structural aspect of AI is inherently bad regardless of what you use it for because it centralizes control of a very powerful tool. Imagine a knife where the manufacturer could make it go dull or sharp on command depending on what you were trying to cut.


Blaming only people is also incorrect, it's incredibly easy to see that once the cost of submission was low enough compared to the possible reward bounties would become unviable

Ai just made the cost of entry very low by pushing it onto the people offering the bounty

There will always be a percentage of people desperate enough or without scruples that can do that basic math, you can blame them but it's like blaming water for being wet


"Guns don't kill people, people kill people."

An accurate statement. In places where guns are difficult to come by, you'll find knife crime in it's place. Take the knives away and it'd be fists.

>In places where guns are difficult to come by, you'll find knife crime in it's place.

By how much and how consequential exactly, and how would we know?

There were 14,650 gun deaths in the US in 2025 apparently. There were 205 homicides by knife in the UK in 2024-2025. [0][1]. Check their populations. US gun deaths per capita seem to exceed UK knife deaths by roughly 15x.

[0]

https://www.thetrace.org/2026/01/shooting-gun-violence-data-...

[1] https://commonslibrary.parliament.uk/research-briefings/sn04...


Good question. Canada has twice as many registered firearms as the US (though the number of unregistered firearms is likely greater in the US). It's certainly not difficult to purchase guns in either country. And Canada experiences an order of magnitude fewer gun deaths per capita than the US. The US is somewhat unique among western nations in how it handles mental illness, and crime, and I would suggest those are more fruitful avenues of inquiry.

So I'll stand by the stance that individuals are responsible for their own actions, that tools cannot bear responsibility for how they are used on account of being inanimate objects, and that all tools serve constructive and destructive purposes, sometimes simultaneously.


isn't that the point? the estimate is that the US has 1.2 gun per capita (compared to 0.34 for Canada)

and since the US handles guns so lax they are a problem

a vocal minority is making a lot of problems (but the US is not even enforcing its existing gun control laws sufficiently)

individuals are responsible, but that doesn't mean that the tool is not a significant factor.

and hence the recommendation is to have better control of who gets the tool (and not emotionally charged "scary rifle" ban)


I mentioned the estimated unregistered firearms, but they are just that, an estimate. I went looking for some references and found the following: household gun ownership is down over the last 50 years, hunting is down, gun ownership among men is down, gun ownership among women remains steady, gun ownership by race has not appreciably changed: https://vpc.org/studies/ownership.pdf Gun ownership declining would be consistent with increased gun control.

Yet gun deaths by suicide and murder per 100k people hasn't varied widely between 5 and 7 over the same period: https://www.pewresearch.org/short-reads/2025/03/05/what-the-...

I also found the stats on this site interesting (many are estimates):

https://www.nationmaster.com/country-info/stats/Crime/Murder...

https://www.nationmaster.com/country-info/stats/Crime/Violen...

https://www.nationmaster.com/country-info/stats/Crime/Violen...

> individuals are responsible, but that doesn't mean that the tool is not a significant factor.

Individuals are responsible. No buts. And there is no solving violence on any scale without understanding and addressing the reasons someone might commit it. This is a rabbit hole of difficult and uncomfortable truths we must address as a society.


Responsibility is a very complex topic. Sometimes it seems straightforward. People training child soldiers are more responsible than the child soldiers, right? The USA financing, training, and arming this or that group seems to be also responsible if those groups do bad things. (Hence all the protests in the US against the way the IDF wages war in Gaza.)

People voting for or against gun control also have some responsibility. (Australia's National Firearms Agreement comes to mind.) Similarly people who (continued to vote, or) voted in the EU to use cheap Russian gas even after 2014, and even after 2022 share again certainly share some responsibility. Maybe even more than the conscripts coerced to be on the front.

I think structural effects dominate in many cases. (IMHO local crime surges are perfect evidence for this, and even though the FBI crime data is slow and not detailed enough, the city-level data is good enough to see things like a homicide spike after a "viral police misconduct incidents" -- https://www.nber.org/papers/w27324 and this is even before George Floyd -- and https://johnkroman.substack.com/p/explaining-the-covid-viole... which shows how much of an effect policing has on homicides.)

Tool availability is an important factor, and in the US it's a drastically huge effect, because the other factors that could counteract it are also mostly missing.

We can simply apply the Swiss cheese model for every shooting and see that many things had to go wrong. Of course focusing only on guns while neglecting the others would lead to increase in knife-deaths.


Devs are where the project meets reality in general, and this is what I always try to explain to people. And it's the same with construction, by the way. Pictures and blueprints are nice but sooner or later you're going to need someone digging around in the dirt.

Not enough people realize this, unfortunately. If they did our system would be flatter than it currently is. You wouldn't have "peaks", so to speak.

Well, driving an Uber is pretty flat.

Sounds trivial.

This comment made my day, thank you.

Good job, Andrew! Nice article!


I suggested this to management at my company and they shot it down almost immediately. Narrow-minded middle manager types generally aren't receptive to this kind of out-of-the-box thinking unless they think it's an idea they've come up with.


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