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The trust collapse: Infinite AI content is awful

https://arnon.dk/the-trust-collapse-infinite-ai-content-is-awful/
136•arnon•5h ago

Comments

huijzer•5h ago
Yes nice article. Interesting point.

One small one I do not agree with is "Are you burning VC cash on unsustainable unit economics?". I think it's safe to conclude by now that unsustainable businesses can be kept alive for years as long as the investors want it.

arnon•3h ago
I guess that's true for some but not for all. I wouldn't say that's the most common scenario
pessimizer•2h ago
Nothing safer than financial scams in the West these days. Never short Herbalife.
piker•2h ago
The observations in this article about the insane signal-to-noise ratio are valid.
bgwalter•2h ago
It is becoming unbearable. YouTube now has "AI" slop ads for Freenow (Lyft brand in the EU) with fake cars that move without the wheels turning and "AI" "actors" that look like plastic.

This of course means that Freenow is now on the personal blacklist. People should not engage with companies who advertise with "AI" slop.

symfoniq•1h ago
Agreed. I’m increasingly using the presence of AI slop as a primary signal about whether to avoid a company and its products.
Applejinx•1h ago
Which suggests the next human dirty trick will be to put out AI slop 'supporting' a company and its products just to make 'em deny it was them making it :)
SideburnsOfDoom•7m ago
[delayed]
SideburnsOfDoom•1h ago
When it comes to ads on Youtube, Freenow is at the classy end of them. i.e. it's not that they're good, but that many others are much worse.
everdrive•2h ago
Doesn't matter. We must keep building more and more technology no matter the cost. Have an idea for a business? Build it. Does your business make the lives of people worse? Doesn't matter, keep pushing. Could some new technology ruin the lives and relationships that people have? Doesn't matter, just build it. We always need more, need to do more. Every experiment is valid, every impulse must be followed. More complexity, more control, more distraction, more outrage, more engagement. Just keep building forever no matter the cost.
ricogallo•2h ago
It sounds like the "The City" in "Blame!"
throwmeaway307•2h ago
move fast and break things!

nevermind if the things are people or their lives!!

arnon•1h ago
build things """"people"""" want
TheOtherHobbes•1h ago
People want dopamine hints, gamification, addictive distractions, and a culture of competitive perma-hustle.

If they didn't, we wouldn't be having these problems.

The problem isn't AI, it's how marketing has eaten everything.

So everyone is always pitching, looking for a competitive advantage, "telling their story", and "building their brand."

You can't "build trust" if your primary motivation is to sell stuff to your contacts.

The SNR was already terrible long before AI arrived. All AI has done is automated an already terrible process, which has - ironically - broken it so badly that it no longer works.

ModernMech•1h ago
Tired: "Build things people want"

Wired: "Build things society needs"

kitku•1h ago
> People want dopamine hints, gamification, addictive distractions, and a culture of competitive perma-hustle.

The people yearn for the casino. Gambling economy NOW! Vote kitku for president :)

PS. Please don't look at the stock market.

bluGill•1h ago
> You can't "build trust" if your primary motivation is to sell stuff to your contacts

That is false. You build a different type of trust: people need to trust that when they buy something from you it is a good product that will do what they want. Maybe someone else is better, but it won't be enough better as to be worth the time they would need to spend to evaluate that. Maybe someone else is cheaper, but you are still reasonably priced for the features you offer. They won't get fired for buying you because you have so often been worthy of the trust we give you that in the rare case you do something wrong it was nobody is perfect not that you are no longer trustworthy (you can only pull this trick off a few times before you become untrustworthy)

The above is very hard to achieve, and even when you have it very easy to lose. If you are not yet there for someone you still need to act like you are and down want to lose it even though they may never buy from you often enough to realize you are worth it.

onion2k•54m ago
If they didn't, we wouldn't be having these problems.

That assumes people have the ability to choose not to do these things, and that they can't be manipulated or coerced into doing them against their will.

If you believe that advertising, especially data-driven personalised and targeted advertising, is essentially way of hacking someone's mind to do things it doesn't actually want to do, then it becomes fairly obvious that it's not entirely the individual's fault.

If adverts are 'Buy Acme widgets!' they're relatively easy to resist. When the advert is 'onion2k, as a man in his 40s who writes code and enjoys video games, maybe you spend too much time on HN, and you're a bit overweight, so you should buy Acme widgets!' it calls for people to be constantly vigilant, and that's too much to expect. When people get trapped by an advert that's been designed to push all their buttons, the reasonable position is that the advertiser should take some of the responsibility for that.

bluGill•41m ago
There are times I need a widget but I don't know it exists and so someone needs to inform me. Other times I know I need a widget, but I don't know about Acme and I will want to check them out too before buying.

Most ads are just manipulating me, but there are times I need the thing advertised if only I knew it was an option.

everdrive•33m ago
I do think that in general people are just conditioned by advertising in a general sense. I have family (by marriage) where most conversations just boil down to "I bought [product] and it was _so_ good." or "I encountered a minor problem, and solved it by buying [product]." It's pretty unbearable.
leviathant•46m ago
It boggles my mind when, despite my general avoidance of advertising online, I see the language being used. Call me old fashioned, but "viral" is a bad thing to me. "Addictive" is a bad thing. "Tricks" are bad! But this is the language being used to attract customers, and I suppose it works well enough.
theturtlemoves•37m ago
> All AI has done is automated an already terrible process, which has - ironically - broken it so badly that it no longer works.

Evil contains within itself the seed of its own destruction ;)

Sure, sometimes you should fight the decline. But sometimes... just shrug and let it happen. Let's just take the safety labels off some things and let problems solve themselves. Let everybody run around and do AI and SEO. Good ideas will prevail eventually, focus on those. We have no influence on the "when", but it's a matter of having stamina and hanging in there, I guess

wartywhoa23•1h ago
Yours truly,

Larry Fink and The Money Owners.

drakythe•1h ago
Turns out the Torment Nexus was just democratizing Venture Capital's desire for infinite growth.
giraffe_lady•58m ago
The paperclip maximizer is us.
gnarlouse•55m ago
Unironically: we worry about the ASI control problem but can't even reign in our billionaires
katabasis•40m ago
It's capitalism – the true "artificial intelligence" that has been organizing human life for the last ~200 years or so.
zitsarethecure•30m ago
It always was.
tdeck•57m ago
That's an uncharitable take. Those VCs care very deeply about society, that's why they're funding so much research into the Torment Singularity (and giving so many talks about it) and making sure that the Right People get the Torment Nexus first so "we" can decide how it gets used.
DougN7•35m ago
I misread your comment as being about Vulture Capital. I think I like that :)
edaemon•1h ago
Nothing is true, everything is permitted.
SeanDav•53m ago
One of the potential upsides to this as that people just might start taking time to engage in a bit of critical thinking before reacting. Is this real? How likely is this AI nonsense? What is the source? Is this the full picture? etc.

Perhaps I am too optimistic...

cantor_S_drug•44m ago
Neil deGrasse Tyson said a quote expressing a concern about the future impact of AI on information credibility.

The exact quote is: "I foresee the day where AI become so good at making a deep fake that the people who believed fake news as true will no longer think their fake news is true because they'll think their fake news was faked by AI."

tartoran•12m ago
I wish people who believed that kind of fake news had this piece of critical thinking. I don't think they do though, they'll take whatever confirms their views and reject everything else as faked by AI with no logic or proof whatsoever.
area51org•33m ago
Quote may be cliched, but still it's valid.

"Your scientists were so preoccupied with whether or not they could, they didn't stop to think if they should."

WhyOhWhyQ•32m ago
The world will be a soulless hell, but Dario Amodei promises we'll live forever in it.
vesche•16m ago
Relevant: https://geohot.github.io/blog/jekyll/update/2025/07/05/are-w...
AndrewKemendo•7m ago
Oooh I recognize this, he’s entering his midlife crisis. Smart guy I wish him well, and hope he comes out the other side groovy.
avhception•6m ago
> You better maximize engagement or you will lose engagement this is a red queen’s race we can’t afford to lose! Burn all the social capital, burn all your values, FEED IT ALL TO MOLOCH!

Wow. A new profile text for my Tinder account!

m0llusk•8m ago
This is ignoring the Marketing to Engineering ratio. For most recent history technology companies have had to spend at least as much on marketing as engineering in order to survive, and two to ten times as much spent on marketing as engineering is common for successful companies. Who is going to buy the thing is the most important question and without solid answers there is nothing, no matter how much technology was engineered.

Now this formula has been complicated by technological engineering taking over aspects of marketing. This may seem to be simplifying and solving problems, but in ways it actually makes everything more difficult. Traditional marketing that focused on convincing people of solutions to problems is being reduced in importance. What is becoming most critical now is convincing people they can trust providers with potential solutions, and this trust is a more slippery fish than belief in the solutions themselves. That is partly because the breakdown of trust in communication channels means discussion of solutions is likely to never be heard.

ssalka•2m ago
Eric Weinstein refers to this as an Embedded Growth Obligation (EGO), whereby organizations and economies at large assume perpetual growth, and that things really start to unravel when that growth inevitably slows. It is pretty mindblowing how we have basically accepted growth as the default state, it is not at all a given that things always grow and get better.
alexpotato•2h ago
Yuval Noah Harari, Sapiens fame [0], has a great quote (paraphrasing):

Interviewer: How will humans deal with the avalanche of fake information that AI could bring?

YNH: The way humans have always dealt with fake information: by building institutions we trust to provide accurate information. This is not a new phenomenon btw.

In democracies, this is often either the government (e.g. the Bureau of Labor Statistics) or newspapers (e.g. the New York Times) or even individuals (e.g. Walter Cronkite).

In other forms of government, it becomes trust networks built on familial ties e.g. "Uncle/Aunt is the source for any good info on what's happening in the company" etc

0 - https://amzn.to/4nFuG7C

pron•2h ago
The problem is that too many people just don't know how to weigh different probabilities of correctness against each other. The NYT is wrong 5% of the time - I'll believe this random person I just saw on TikTok because I've never heard of them ever being wrong; I've heard many stories about doctors being wrong - I'll listen to RFK; scientific models could be wrong, so I'll bet on climate change being not real etc.
ajaisjsbbz•1h ago
Trust is much more nuanced than N% wrong. You have to consider circumstantial factors as well. ie who runs The NY Times, who gives them money, what was the reason they were wrong, even if they’re not wrong what information are they leaving out. The list goes on. No single metric can capture this effectively.

Moreover, the more political a topic the more likely the author is trying to influence your thoughts (but not me I promise!). I forgot who, but a historian was asked why they wouldn’t cover civil war history, and responded with something to the affect of “there’s no way to do serious work there because it’s too political right now”.

It’s also why things like calling your opponents dumb, etc is so harmful. Nobody can fully evaluate the truthfulness of your claims (due to time, intellect, etc) but if you signal “I don’t like you” they’re rightfully going to ignore you because you’re signaling you’re unlikely to be trustworthy.

Trust is hard earned and easily lost.

nsxwolf•1h ago
COVID ended my trust in media. I went from healthy skepticism to assuming everything is wrong/a lie. There was no accountability for this so this will never change for me. I am like the people who lived through the Great Depression not trusting banks 60 years later and keeping their money under the mattress.
stocksinsmocks•57m ago
5% wrong is an extremely charitable take on the NYT.

I once went to a school that had complementary subscriptions. The first time I sat down to read one there was an article excoriating President Bush about hurricane Katrina. The entire article was a glib expansion of an expert opinion who was just some history teacher who said that it was “worse than the battle of Antietam” for America. No expertise in climate. No expertise in disaster response. No discussion of facts. “Area man says Bush sucks!” would have been just as intellectually rigorous. I put the paper back on the shelf and have never looked at one since.

Don’t get emotionally attached to content farms.

jfengel•35m ago
That sounds like something from the opinion page rather than the news. That is ok, as long as it's clearly labeled. It doesn't sound particularly high quality; perhaps they were a local giving their view from the community.

Regardless, clearly labeled opinions are standard practice in journalism. They're just not on the front page. If you saw that on the front page, then I'd need more context, because that is not common practice at NYT.

wannadingo•34m ago
So since incorporating in 1851, let's say they put out 60,000 issues. 1 issue would represent about 0.002% of their output. How do you get to over 5% wrong?
tsunamifury•42m ago
Once a problem demands second order thinking you immediately lose a significant portion of the population.

It’s simply reality, or else propaganda wouldn’t work so well.

rglover•34m ago
This is easily one of the most valuable comments I've ever seen on HN.
wartywhoa23•1h ago
> by building institutions we trust to provide accurate information

Except those institutions have long lost all credibility themselves.

lazide•1h ago
This was done intentionally, over decades, to try to push ‘trust’ closer to where it can be controlled. Religion, family ties (through propaganda), etc.
Cthulhu_•31m ago
For sure. He then goes on to mention "in democracies", but a lot of democracies are now failing, in part because the institutions like the free press are being directed by their billionaire owners, or suppressed. And the family ties are being impacted heavily by mass misinformation and propaganda campaigns online, where their publishers are actively pushing it themselves (major worldwide social networks are now state influenced and / or their top brass has subjugated themselves to the reigning parties and / or any countermeasures have been removed).
AtlasBarfed•1h ago
The New York Times.

Wall Street, financier centric and biased in general. Very pro oligarchy.

The worst was their cheerleading for the Iraq war, and swallowing obvious misinformation from Colin Powell at face value.

myth_drannon•1h ago
Unfortunately that's not what happens. BBC, Al-Jazeera, RT, CBC are all propaganda sources and are not sources of information. The other family members will get the information from those sources so family will not be trusted as well. And the sources I consider as trustfull, my opinion of them most likely skewed by my bias and others will consider it propaganda as well.
NoMoreNicksLeft•1h ago
Our familial ties have been corrupted, supposing they were ever anything a sane person should've relied upon. And if humans can build institutions they trust, what happens when AI can build fake, simulated institutions that hit all the right buttons for humans to trust just as if they were of the human-created variety? Do those AIs lock in those pseudo-institution followers forever? Walter Crondeepfake can't not be trusted, just listen to his gravitas!
Sharlin•1h ago
How very inconvenient it is, then, that at the same time intentional efforts to spread uncertainty and to erode trust in traditional institutions is at an all-time high! Must be a coincidence.
Cthulhu_•28m ago
It's a feedback loop; you need things like freedom of speech and press to get a functional and free democracy, but you need a functional and free democracy to have freedom of speech / press. Infringe on one and you take down the other. But you need to strip down the legal branch of a free democracy first, because the democracy and freedom of speech/press is protected by a constitution in most cases.
Chinjut•2h ago
AI-esque blog post about how infinite AI content is awful, from "a co-founder at Paid, which is the first and only monetization and billing system for AI Agents".
arnon•1h ago
So I can't have opinions?

Also, this is entirely hand-written ;)

dkdcio•1h ago
this is a funny phenomenon that I keep seeing. I think people are going through the reactionary “YoU mUsT hAvE wRiTtEn ThIs oN a CuRsEd TyPwRiTeR instead of handwriting your letter!1!!”

hopefully soon we move onto judging content by its quality, not whether AI was used. banning digital advertisement would also help align incentives against mass-producing slop (which has been happening long before ChatGPT released)

ambicapter•1h ago
The authentic nature of opinions means that sometimes they suck. Maybe GP is commenting that your opinion sucks?
gwd•55m ago
I think this basically proves your point. There were things about it that made me think it may have been at least "AI-assisted", until I saw your "guaranteed bot-free" thing at the bottom. Anyone doing entirely hand-written things from now on are going to be facing a headwind of skepticism.
titanomachy•1h ago
This didn’t seem AI-generated to me, although it follows the LinkedIn pattern of “single punchy sentence per paragraph”. LinkedIn people wrote like this long before LLMs.

I do love the irony of someone building a tool for AI sales bots complaining that their inbox is full of AI sales slop. But I actually agree with the article’s main idea, and I think if they followed it to its logical conclusion they might decide to do something else with their time. Seems like a great time to do something that doesn’t require me to ever buy or sell SaaS products, honestly.

arnon•1h ago
You're right - it isn't

This is just how I write in the last few years

Chinjut•1h ago
I'm not saying it's actually written with AI (and indeed, I don't think that's the case; hence my calling it "AI-esque" rather than actually AI generated). It's just that it's a particular style of businessy blog writing that, though originated by humans, AI is now often used to crank out. Lots of bullet points, sudden emphases, etc.

It's just funny, even by hand, to be writing in the infinite AI content style while lamenting the awfulness of infinite AI content while co-founding a monetization and billing system for AI agents.

tetris11•1h ago
I needed to get some builder quotes for my home. It did not enter my mind to go online to search for any.

I just reached out to my family for any trustworthy builders they've had, and struck up conversations with some of my fancier neighbors for any recommendations.

(I came to the conclusion that all builders are cowboys, and I might as well just try doing some of this myself via youtube videos)

Using the internet to buy products is not a problem for me, I know roughly the quality of what I expect to get and can return anything not up to standard. Using the internet to buy services though? Not a chance. How can you refund a service

miloignis•1h ago
When we needed some work done, we asked family and friends too, and ended up with a cowboy. When the work needed to be re-done, we looked up local reviews for contractors, and ended up with someone who was more expensive but also much more competent, and the work was done to a higher standard.
bluGill•53m ago
> ended up with someone who was more expensive but also much more competent, and the work was done to a higher standard.

How do you know that? Or is it just that your bias is coybows are bad and so you assume someone who dresses and acts better is better?

Now step back, I'm not asking you personally, but the general person. It is possible that you have the knowledge and skills to do the job and so you know how to inspect it to ensure it was done right. However the average person doesn't have those skills and so won't know the well dressed person who does a bad job that looks good from the poorly dressed person who does a good job but doesn't look as good.

miloignis•29m ago
Perhaps I wasn't clear - I don't know enough to say if the job was good or bad just by inspecting it, I know the first job was bad because it didn't solve the problem, and then a more expensive contractor explained why, and did solve the problem.

Our issue was water intrusion along a side wall that was flowing under our hardwoods, warping them and causing them to smell. The first contractor replaced the floor and added in an outside drain.

The drain didn't work, and the water kept intruding and the floor started to warp again.

When we got multiple highly rated contractors out, all of them explained that the drain wasn't installed correctly, that a passive drain couldn't prevent the problem at that location, and that the solution was to either add an actively pumped drain or replace the lower part of the wall with something waterproof. We ended up replacing that part of the wall, and that has fixed the issue along that wall. (We now have water intrusion somewhere else, sigh).

If anything, I was originally biased for the cowboy, as they came recommended, he and his workers were nice, and the other options seemed too expensive & drastic. Now I've learned my lesson, at least about these types of trickier housing issues.

Also, no one mentioned evaluating someone by how they're dressed - the issue was family/friend recommendations vs online reviews, and I while I do take recommendations from friends and family into account, I've actually had better luck trusting online (local) reviews.

bee_rider•1h ago
What I get from the article is that, proving that a company will stick around for a while after you’ve subscribed is hard now, because anybody can AI generate the general vibe of the marketing department of a big established player. This seems like it’ll be devastating for companies whose business model requires signing new users up for ongoing subscriptions.

Maybe it could lead to a resurgence of the business model where you buy a program and don’t have to get married to the company that supports it, though?

I’d love it if the business model of “buy our buggy product now, we’ll maybe patch it later” died.

arnon•1h ago
that's exactly my point - yes

you need to prove beyond a doubt that YOU are the right one to buy from, because it's so easy for 3 Stanford dropouts in a trenchcoat to make a seemingly successful business in just a few days of vibecoding.

gnarlouse•1h ago
> 3 stanford dropouts in a trenchcoat

I'm using this

arnon•58m ago
please do, i've been forcing it on people for a year now
gnarlouse•1h ago
We already got your money, what do we need to work for again?
bee_rider•1h ago
Yeah.

The modern software market actually seems like a total inversion of normal human bartering and trade relationships, actually…

In Ye Olden Days, you go to the blacksmith, and buy some horseshoes. You expect the things to work, they are simple enough that you can do a cursory check and at least see if they are plausibly shaped, and then you put them on your horse and they either work or they don’t. Later you sell him some carrots, buy a pot: you have an ongoing relationship checkpointed by ongoing completed tasks. There were shitty blacksmiths and scummy farmers, but at some point you get a model of how shitty the blacksmith is and adjust your expectations appropriately (and maybe try to find somebody better when you need nails).

Ongoing contracts were the domain of specialists and somewhat fraught with risk. Big trust (and associated mechanics, reputation and prestige). Now we’re negotiating an ongoing contracts for our everyday tools, it is totally bizarre.

bluGill•47m ago
> In Ye Olden Days, you go to the blacksmith, and buy some horseshoes. You expect the things to work, they are simple enough that you can do a cursory check and at least see if they are plausibly shaped, and then you put them on your horse and they either work or they don’t

Nit: that is not how it worked. You took your horse to the blacksmith and he (almost always he - blacksmiths benefit from testosterone even if we ignore the rampant sexism) make shoes to fit. You knew it was good because the horse could still walk (if the blacksmith messes up that puts a nail in their flesh instead of the hoof and the horse won't walk for a few days while it heals). In 1600 he made the shoes right there for the horse, in 1800 he bought factory made horseshoes and adjusted them. Either way you never see the horseshoes until they are one the horse and your check is only that the horse can still walk.

bee_rider•37m ago
The annoying thing is, there was a voice in the back of my head saying “I’m pretty sure the blacksmith was more involved in the horse-shoeing process” as I wrote the post, but I’d already written enough of the post that I didn’t want to bother checking.

Well, no worries. If you subscribe to the post+ service I’ll fix it in a couple years, promise.

ethmarks•58m ago
I think the point is that nobody will give companies money unless the product already works. No more "but in a month this'll get a really cool update that'll add all these features". If you can't trust that a company will continue to exist, you have to be confident that what you're buying is acceptable in its current state.
realitydrift•1h ago
What you’re describing is basically the Drift Principle. Once a system optimizes faster than it can preserve context, fidelity is the first thing to go. AI made the cost of content and the cost of looking credible basically zero, so everything converges into the same synthetic pattern.

That’s why we’re seeing so much semantic drift too. The forms of credibility survive, but the intent behind them doesn’t. The system works, but the texture that signals real humans evaporates. That’s the trust collapse. Over optimized sameness drowning out the few cues we used to rely on.

adammarples•1h ago
I think this "drift principle" you're pushing is just called bias or overfitting. We've overfit to engagement in social media and missed the bigger picture, we've overfit to plausible language in LLMs and missed a lot.
renegat0x0•1h ago
I use RSS to follow these I want to hear. I do not follow recommendation, since RSS reader is my window to the world.

I follow even AI slop via reddit RSS.

I control however what comes in.

erpigna•1h ago
I'm looking for a practical and possibly Open Source way to filter noise from RSS feeds, have you got any recommendation?
robin_reala•8m ago
Delete noisy feeds. I’m not joking: RSS only becomes a truly great experience when actively curated.
Applejinx•1h ago
I'm already seeing this. I very much fall into the category of 'delete all email offers' as I'm a small youtuber, big enough to be targeted by AI sponsor deals, so I'm just buried with it.

The last five times I've looked at something in case it was a legitimate user email it was AI promotion of someone just like in the article.

Their only way to escalate, apart from pure volume, is to take pains to intentionally emulate the signals of someone who's a legitimate user needing help or having a complaint. Logically, if you want to pursue the adversarial nature of this farther, the AIs will have to be trained to study up and mimic the dialogue trees of legitimate users needing support, only to introduce their promotion after I've done several exchanges of seemingly legitimate support work, in the guise of a friend and happy customer. All pretend, to get to the pitch. AI's already capable of this if directed adeptly enough. You could write a script for it by asking AI for a script to do exactly this social exploit.

By then I'll be locked in a room that's also a Faraday cage, poking products through a slot in the door—and mocking my captors with the em-dashes I used back when I was one of the people THEY learned em-dashes from.

One thing about it, it's a very modern sort of dystopia!

AaronAPU•59m ago
YouTubers and other social media influencers are a sort of royalty now, getting to decide by fiat which companies live or die.

But you can’t really even make the case to them anymore because like you said they can’t/won’t even read your email.

What mostly happens is they constantly provide free publicity to existing big players whose products they will cover for free and/or will do sponsored videos with.

The only real chance you have to be covered as a small player is to hope your users aggregate to the scale where they make a request often enough that it gets noticed and you get the magical blessing from above.

Not sure what my point is other than it kinda sucks. But it is what it is.

ModernMech•1h ago
Trust collapse is real, I don't trust anything anymore. Take this article for instance, I don't trust it because of the random bolding. Does that mean it's AI generated? I don't know but I've seen lots of AI generated content and it has random bolding, so when I see it, I immediately don't trust it. And I don't have the time to verify anything, so whether or not this article was written by the author or AI, it's gone on the "not credible" heap for me, just because of the bolding. It's not a strong signal but it's a signal, and due to the volume of slop, I must filter on whatever signals I have to maintain any chance of finding genuine human work product. Maybe I miss something genuine and important by filtering this way, but it's the best I can do.
rho4•43m ago
Well said. Sad how that reflex starts kicking in for HN comments as well (ps I'm not getting any signals from your comment).
ChrisMarshallNY•1h ago
> Will you still be here in 12 months when I’ve integrated your tool into my workflow?

This is the biggie; especially with B2B. It's really 3 months, these days. Many companies have the lifespan of a mayfly.

AI isn't the new reason for this. It's been getting worse and worse, in the last few years, as people have been selling companies; not products, but AI will accelerate the race to the bottom. One of the things that AI has afforded, is that the lowest-tier, bottom-feeding scammer, can now look every bit as polished and professional as a Fortune 50 company (often, even more).

So that means that not only is the SNR dropping, the "noise" is now a lot riskier and uglier.

tablet•41m ago
> One of the things that AI has afforded, is that the lowest-tier, bottom-feeding scammer, can now look every bit as polished and professional as a Fortune 50 company (often, even more).

Made my day. So true.

stevetron•1h ago
You can't build trust in your OS (operating system) when your OS spies on the entire customer base, and you spin it off as telemetry. Or you remotely target the OS to implement a radical change, and force it to be installed as an 'update'.

I stopped accepting telephone calls before 2010. They still ring the phone.

slightwinder•1h ago
What if this is the plan all along? People losing trust in media, so the rich and powerful can continue doing shit without getting exposed any more, because now they always can say it's just AI, and didn't really do this or that?
heddycrow•1h ago
I wish we were talking about what's next versus what's increasingly here.

How can infinite AI content be strictly awful if it forces us to fix issues with our trust and reward systems? Short term, sure. But infinite (also) implies long term.

I wish I had a really smart game theorist friend who could help me project forward into time if for nothing other than just fun.

Don't get me wrong, I'm not trying to reduce the value of "ouch, it hurts right now" stories and responses.

But damned if we don't have an interesting and engaging problem on our hands right now. There's got to be some people out there who love digging in to complicated problems.

What's next after trust collapses? All of us just give up? What if that collapse is sooner than we thought; can we think about the fun problem now?

arnon•59m ago
I suggest we go back to before and be human about things - and build trust in-person.
trylist•47m ago
This is childish thinking. Whatever we do, we cannot go back to "before". Which "before"? How do we go back?

You can't regress back to a being a kid just because the problems you face as an adult are too much to handle.

However this is resolved, it will not be anything like "before". Accept that fact up front.

heddycrow•47m ago
Dunbar's number leaps to mind. I wonder what our systems look like at large when we have cause to strengthen our 150 meaningful connections.

Would this truly be a move back? I've met people outside my social class and disposition who seem to rely quite heavily on networking this way.

AndrewKemendo•3m ago
Unfortunately there’s no “roll back to last stable” - the current version is actually still the most stable

If you try to “go back” you’ll just end up recreating the same structure but with different people in charge

Meet the New boss same as the old boss - biological humans cannot escape this state because it’s a limit of the species

kyoob•52m ago
From a game-theory perspective, if players rush the field with AI-generated content because it's where all the advantages are this year, then there's going to be room on the margins for trust-signaling players to advance themselves with more obviously handspun stuff. Basically, a firm handshake and an office right down the street. Lunches and golf.

The real question to ask in this gold rush might be what kind of shovels we can sell to this corner of hand shakers and lunchers. A human-verifiable reputation market? Like Yelp but for "these are real people and I was able to talk to an actual human." Or diners and golf carts, if you're not into abstractions.

tompccs•44m ago
Long airlines and corporate credit cards
heddycrow•41m ago
That gets my brain moving, thanks. What do you think those who are poor/rich in a trust economy look like? How much of a transformation to trust economy do you think we make?
oblio•50m ago
> How can infinite AI content be strictly awful if it forces us to fix issues with our trust and reward systems?

You're assuming they can be fixed.

> But damned if we don't have an interesting and engaging problem on our hands right now. There's got to be some people out there who love digging in to complicated problems.

I'm sure the peasants during Holomodor also thought: "wow, what an interesting problem to solve".

heddycrow•15m ago
Actually, no. I don't assume "fix" is even possible in the strictest sense of the word. I grew up with my head in the Bible and that significantly colored my opinion about whether or not "fix" exists.

And I refuse to examine my privilege - that's a brain rot narrative I won't be a part of.

I didn't grow up rich or even well to do. When all you have is two sticks, you find fun with the two sticks. You can come and take my sticks away from me, but you'll never take the joy I have no matter what I have in front of ne. Do I have more than two sticks now? Yes, but I care more about fun than what I have.

I don't know what Holomodor is, but I'm going to go look it up and learn. Thank you for that. What do you think they did for fun?

Sharlin•1h ago
In other words, many new people now get to know the "using an internet dating service as a woman" experience.
jjoe•55m ago
Do you think usury is to blame for this aggressive and excessive push to make more money? Synonym for excessive here could be unethical
JCM9•53m ago
We see business go through this cycle a lot. Some new “better cheaper” thing comes along. Everyone implements it to keep up with the Jones’s. Suddenly there’s no differentiation because everyone has it and everyone thinks it sucks. Suddenly going back to some reworked version of the old thing is the new black.

One such example was call centers. In the 2000s implementing a call center in India was all the rage on cost cutting. The customer experience was terrible and suddenly having a US-based call center (the thing companies just abandoned) was now a feature.

I think we’ll see similar things with AI. Everyone will get flooded with AI slop. Folks will get annoyed and suddenly interacting with a real human or a real human writing original content will be a “feature” that folks flock to.

bluGill•45m ago
Problem is how do you find real humans in the first place if you don't know them. Easy enough to walk/drive around my city and talk to them. However there are a lot of topics that the experts live elsewhere and so that won't work.
cantor_S_drug•51m ago
We need PageRank like algorithm for "Trust / Human Content" to be applied directly to the source of such content. E.g. following all three channels are AI made. But all these content can be liked to an advanced AI version of audio based videos of Wikiarticles. If a video is providing just a summary based on established historical facts, even though it is AI based, how is it different than refering a thesaurus or dictionary? Aren't such videos making "knowledge" accessible.

FINAL Financial hours of U.S.A. just before the 1929 crash

https://www.youtube.com/watch?v=dxiSOlvKUlA&t=1008s

The Volcker Shock: When the Fed Broke the Economy to Save the Dollar (1980)

https://www.youtube.com/watch?v=cTvgL2XtHsw

How Inflation Makes the Rich Richer

https://www.youtube.com/watch?v=WDnlYQsbQ_c

_the_inflator•47m ago
It didn't help documentation at all. I had to work with auth0 for example and their documentation is such a bloat, that I am already prototyping with better-auth.

No structure, outdated stuff marked as "preview" from 2023/2024, wikipedia like in depth articles about everything but not for simple questions like: how to implement a backend for frontend.

You find fragments and pieces of information here and there - but no guidance at all. Settings hidden behind tabs etc.

A nightmare.

No sane developer would have done such a mess, because of time constraints and bloat. You see and experience first hand, that the few gems are from the trenches, with spelling mistakes etc.

Bloat for SEO, the mess for devs.

returnInfinity•43m ago
Yes sick of AI generated "illustrations".
guzik•34m ago
So I went on X after a long break from social media, and my feed is full of tips like this one:

Growing on X is so simple I’m shocked it works.

100x comments a day

10x posts a day

15x DM’s a day

1x thread a day

1x email a day

This is how you grow your presence on X.

Even if having a presence matters, how can you actually say something meaningful if you post 10 times a day - there's no way (unless you just repeat yourself). Hopefully my algorithm's just gone weird but sadly the people I used to follow stopped posting.

Lerc•26m ago
I don't think this shows that you can't trust things. I think it means trust should be earned.

We might be transitioning to a world where trust has value and is earned and stored in your reputation. Clickbait is a symptom of people valuing attention over trust. Clickbait spends a percentage of their reputation by trading it for attention.

In a world of many providers, most people have not heard of any particular individual provider. This means they have no reputation to lose, so their choice to act in a reputation losing manner is easy.

Beyond a certain scale when everyone can play that game we end up with the problem that this article describes. The content is easy but vacuous. There are far more people vying for the same number of eyballs now.

The solution is, I believe, earned trust. Curators select items from sources they trust. The ones that do a good job become trusted curators. In a sense HackerNews is a trusted curator. Reddit is one that is losing, or has lost, trust.

AI could probably take on some of the role of that curation. In the future perhaps more so. An AI can scan the sources of an article to see if the sources make the claims that the article says it makes. I doubt it can do so with sufficient accuracy to be useful right now, but I don't think that is too far off.

Perhaps the various fediverse reddit clones had the wrong idea. Maybe they should in a distributed fashion where each point is a subreddit analogue operated each with their own ways of curation, then an upper level curation can make a site of the groups they trust.

This makes a multi level trust mechanism. At each level there are no rules governing behaviour. If you violate the values of a higher layer, they lose trust in you. AI could run its own curation nodes. It might be good at it or it might be terrible, it doesn't really matter. If it is consistently good, it earns trust.

I don't mind there being lots of stuff, if I can still find the good stuff.

avhception•14m ago
This isn't limited to sales. The trust collapse is also coming for the public debate, interpersonal relationships and probably more stuff than I can imagine right now.

I predict a renaissance of meeting people in person.

tartoran•10m ago
> I predict a renaissance of meeting people in person.

I hope that will come to fruition.

TedDallas•14m ago
Three words to solve this problem: direct mail marketing.

Just kidding, that just goes into my RL trash can.

Open Source Implementation of Apple's Private Compute Cloud

https://github.com/openpcc/openpcc
164•adam_gyroscope•23h ago•23 comments

I analyzed the lineups at the most popular nightclubs

https://dev.karltryggvason.com/how-i-analyzed-the-lineups-at-the-worlds-most-popular-nightclubs/
46•kalli•2h ago•18 comments

Mathematical exploration and discovery at scale

https://terrytao.wordpress.com/2025/11/05/mathematical-exploration-and-discovery-at-scale/
148•nabla9•6h ago•45 comments

Ratatui – App Showcase

https://ratatui.rs/showcase/apps/
554•AbuAssar•12h ago•156 comments

Show HN: See chords as flags – Visual harmony of top composers on musescore

https://rawl.rocks/
52•vitaly-pavlenko•20h ago•4 comments

Cloudflare Tells U.S. Govt That Foreign Site Blocking Efforts Are Trade Barriers

https://torrentfreak.com/cloudflare-tells-u-s-govt-that-foreign-site-blocking-efforts-are-digital...
106•iamnothere•2h ago•51 comments

Solarpunk is happening in Africa

https://climatedrift.substack.com/p/why-solarpunk-is-already-happening
1007•JoiDegn•19h ago•500 comments

How often does Python allocate?

https://zackoverflow.dev/writing/how-often-does-python-allocate/
22•ingve•4d ago•5 comments

AI Slop vs. OSS Security

https://devansh.bearblog.dev/ai-slop/
124•mooreds•3h ago•56 comments

How I am deeply integrating Emacs

https://joshblais.com/blog/how-i-am-deeply-integrating-emacs/
148•signa11•8h ago•93 comments

The trust collapse: Infinite AI content is awful

https://arnon.dk/the-trust-collapse-infinite-ai-content-is-awful/
139•arnon•5h ago•116 comments

Pico-100BASE-TX: Bit-Banged 100 MBit/s Ethernet and UDP Framer for RP2040/RP2350

https://github.com/steve-m/Pico-100BASE-TX
29•_Microft•6d ago•1 comments

Musik magazine archives (1995-2003)

https://www.muzikmagazine.co.uk
17•petecooper•1w ago•4 comments

Dillo, a multi-platform graphical web browser

https://github.com/dillo-browser/dillo
392•nazgulsenpai•21h ago•152 comments

Eating Stinging Nettles

https://rachel.blog/2018/04/29/eating-stinging-nettles/
70•rzk•3h ago•78 comments

ChatGPT terms disallow its use in providing legal and medical advice to others

https://www.ctvnews.ca/sci-tech/article/openai-updates-policies-so-chatgpt-wont-provide-medical-o...
346•randycupertino•21h ago•363 comments

End of Japanese community

https://support.mozilla.org/en-US/forums/contributors/717446
776•phantomathkg•13h ago•583 comments

Firefox profiles: Private, focused spaces for all the ways you browse

https://blog.mozilla.org/en/firefox/profile-management/
318•darkwater•1w ago•166 comments

IKEA launches new smart home range with 21 Matter-compatible products

https://www.ikea.com/global/en/newsroom/retail/the-new-smart-home-from-ikea-matter-compatible-251...
129•lemoine0461•2h ago•100 comments

Why aren't smart people happier?

https://www.theseedsofscience.pub/p/why-arent-smart-people-happier
439•zdw•23h ago•514 comments

Staying opinionated as you grow

https://hugo.writizzy.com/being-opinionated/57a0fa35-1afc-4824-8d42-3bce26e94ade
31•hlassiege•1d ago•12 comments

Recursive macros in C, demystified (once the ugly crying stops)

https://h4x0r.org/big-mac-ro-attack/
121•eatonphil•14h ago•56 comments

Show HN: Flutter_compositions: Vue-inspired reactive building blocks for Flutter

https://github.com/yoyo930021/flutter_compositions
35•yoyo930021•9h ago•11 comments

The Basic Laws of Human Stupidity (1987) [pdf]

https://gandalf.fee.urv.cat/professors/AntonioQuesada/Curs1920/Cipolla_laws.pdf
139•bookofjoe•16h ago•57 comments

Ruby and Its Neighbors: Smalltalk

https://noelrappin.com/blog/2025/11/ruby-and-its-neighbors-smalltalk/
215•jrochkind1•1d ago•123 comments

New gel restores dental enamel and could revolutionise tooth repair

https://www.nottingham.ac.uk/news/new-gel-restores-dental-enamel-and-could-revolutionise-tooth-re...
581•CGMthrowaway•20h ago•208 comments

Carice TC2 – A non-digital electric car

https://www.caricecars.com/
263•RubenvanE•1d ago•191 comments

The shadows lurking in the equations

https://gods.art/articles/equation_shadows.html
295•calebm•1d ago•85 comments

I want a good parallel language [video]

https://www.youtube.com/watch?v=0-eViUyPwso
95•raphlinus•2d ago•45 comments

A new oral history interview with Ken Thompson

https://computerhistory.org/blog/a-computing-legend-speaks/
69•oldnetguy•5d ago•5 comments