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Codex Agents Built and Operate My Weapons Research

https://weaponsofconflict.com/blog/codex-agents-weaponsofconflict-experiment
1•Politely1527•2m ago•0 comments

The feature in OxCaml that more languages should steal

https://theconsensus.dev/p/2026/06/27/the-feature-in-oxcaml-more-languages-should-steal.html
1•eatonphil•4m ago•0 comments

Show HN: Verbum Vitae – Bible memorization with spaced repetition

https://vvitae.com/
1•pseudocharles•5m ago•0 comments

Notion pulled itself back from the brink of failure (2019)

https://www.figma.com/blog/design-on-a-deadline-how-notion-pulled-itself-back-from-the-brink-of-f...
1•downbad_•5m ago•0 comments

Food for Agile Thought 551: AI Confidence Theater, We Tried Agile; Didn't Work

https://age-of-product.com/food-agile-thought-551-ai-confidence-theater/
1•swolpers•12m ago•0 comments

AdaptHealth says attackers stole patient data

https://www.theregister.com/security/2026/07/03/adapthealth-crooks-stole-our-passwords-patient-he...
1•Bender•15m ago•0 comments

2-Click Remote Code Execution in Meccha Chameleon

https://khaelkugler.com/blogs/meccha_chameleon.html
1•tester457•16m ago•0 comments

The Life and Times of Maxis, Part 1: SimEverything

https://www.filfre.net/2026/07/the-life-and-times-of-maxis-part-1-simeverything/
2•doppp•16m ago•0 comments

How the Summer of Atomic Bomb Testing Turned the Bikini into a Phenomenon

https://www.smithsonianmag.com/smithsonian-institution/how-wake-testing-atomic-bomb-bikini-became...
1•thunderbong•16m ago•1 comments

Ask HN: Possible issue impacting AWS Cloudwatch logs availability?

1•merek•16m ago•0 comments

Dev says Google warned him about account hijack then charged him $11,000 anyway

https://www.theregister.com/cyber-crime/2026/07/03/dev-says-google-warned-him-about-account-hijac...
2•Bender•17m ago•0 comments

Show HN: IDE for code assembly of reusable code blocks

https://tetrees.ai/download
1•joseph3553•17m ago•2 comments

H-1B Visas Skyrocket Despite Trump Admin Crackdown

https://www.newsweek.com/h-1b-visas-skyrocket-despite-trump-admin-crackdown-12154338
2•pseudolus•18m ago•0 comments

Show HN: Donation Tracker

https://github.com/padolph/donation-tracker
1•padolph•19m ago•0 comments

I stopped using a split keyboard

https://parsam.io/split/
1•pzrsa•19m ago•0 comments

Example prompt orchestrations to navigate complicated multi-step workflows

https://graphthinking.blogspot.com/2026/07/example-scaffolds-for-ai-prompt.html
1•physicsgraph•19m ago•0 comments

60% Fable cost cut by converting code to images and having the model OCR it

https://github.com/teamchong/pxpipe
2•dimitropoulos•21m ago•1 comments

Mesh Welding and Repair for 3D Printing

https://chris786525.substack.com/p/mesh-welding-and-repair-for-3d-printing
1•docjojo•22m ago•0 comments

Open Standard unveils dollar stablecoin backed by Visa and Mastercard

https://www.electronicpaymentsinternational.com/news/open-standard-unveils-dollar-stablecoin/
1•wslh•23m ago•0 comments

The Other Kind of Digital Garden

https://thelinell.com/posts/2026/digital_garden/
1•Linell•25m ago•0 comments

AI Agent ransomware attack through Langflow instance by exploiting CVE-2025-3248

https://www.sysdig.com/blog/jadepuffer-agentic-ransomware-for-automated-database-extortion
1•smurda•25m ago•0 comments

Ask HN: How to delete Hacker News profile?

1•Lapsa•26m ago•2 comments

Show HN: Hacker News but as Tweets

https://hackernews-reader.pages.dev/
1•ashu1461•26m ago•0 comments

The Amazon SES alternative for developers – MailKite

https://mailkite.dev/blog/amazon-ses-alternative/
2•bucabay•26m ago•0 comments

Show HN: Ultracodex – Run Claude Ultracode Dynamic Workflows with Codex Agents

https://github.com/YuanpingSong/ultracodex
1•yuansong•27m ago•0 comments

Learning to Replicate Expert Judgment in Financial Tasks

https://thinkingmachines.ai/news/learning-to-replicate-expert-judgment-in-financial-tasks/
1•skogstokig•29m ago•0 comments

Markets are competitive if and only if P = NP

https://arxiv.org/abs/2602.20415
46•kscarlet•30m ago•19 comments

Lymphatic Drainage Drops Reviews – Lymph Tonic 2026

https://gamma.app/embed/Lymphatic-Drainage-Drops-Reviews-Lymph-Tonic-2026-ihz5j5zkq876p5m?mode=doc
1•prepostseo•31m ago•0 comments

Economists Are Sounding the Alarm on AI

https://www.wsj.com/tech/ai/the-worlds-top-economists-are-sounding-the-alarm-on-ai-d99055b6
4•cdrnsf•31m ago•1 comments

The Protein Data Layer for AlphaFold-Style Models

https://github.com/mooreneural/HelixDB
1•ramen0w0•34m ago•0 comments
Open in hackernews

It Still Can't Do My Job: Four Years of Moving Goalposts (2022–2026)

https://publicznyprofil.github.io/ai_cant_do_your_work/
39•mydreamof•1h ago

Comments

cwbuilds•51m ago
I think this is true of "AGI" too.

AI is already better than us at a bunch of things, and worse at a few. The list of things it's better than us at increases every month.

In 5 years, people will still be saying "Well, I can still ride a unicycle blindfolded better than a robot so it's not AGI."

AGI is such a meaningless term and puts too much importance on human-level intelligence.

lostmsu•47m ago
I am pretty convinced modern LLMs are AGIs based on the pelicans and ability to write music in MIDI.
blooalien•47m ago
> "Well, I can still ride a unicycle blindfolded better than a robot so it's not AGI."

Can you though? I've seen some videos recently of some pretty darn scary Chinese robots that I suspect might already be capable of riding a unicycle blindfolded if someone set 'em on that task. ;)

cwbuilds•44m ago
I can't even ride a bike so I got AGI'd about a decade ago
captainbland•32m ago
Yeah this idea that the unique value proposition of humans is now our motor capabilities rather than our cognition is unnerving as someone with dyspraxia. Like, oh good, they've figured out how to convert it into a much more limiting disability by commoditising apparently most knowledge work. Great.
lukan•42m ago
Can you link those videos? What I have seen was impressive but far from "riding a unicycle blindfolded". But with time can be surely done. Also yes, there are likely not many humans who can do it, but most could learn it.
overgard•43m ago
I think we're not putting enough emphasis on the importance of human intelligence. Technology is supposed to serve us, we're not supposed to serve technology.
cwbuilds•41m ago
I agree. I don't think they're mutually exclusive. You can have something smarter than you which you use as a tool.

My point was that there's nothing objectively special about our level of intelligence which means it shouldn't be used as a benchmark.

overgard•38m ago
> You can have something smarter than you which you use as a tool.

That sounds like how tech CEO's treat their employees!

Kidding aside, I think the notion that you could control something (legitimately) smarter than you is a pretty risky proposition. (Fortunately one that I think is actually far off)

abendstolz•21m ago
> I think the notion that you could control something (legitimately) smarter than you is a pretty risky proposition.

But then think about the CEOs and their employees again.

We just need to invent something like money for an "AI" and then we can lead in on a stick ;-)

cwbuilds•15m ago
I'm able to control my coding agent even though it writes code better and faster than I can.
throwaway7356
solumunus•40m ago
It’s not meaningless because AGI = genuinely being able to replace humans in almost any job. Sure, AI is getting better at stuff that humans direct it to do, but the fact that a human is required in the loop is super meaningful.
cwbuilds•36m ago
Maybe I'm wrong, but I think it will always be used as a tool however smart it gets.

In software, it hasn't replaced all the software engineers (even though it's better and faster than us), it's just meant that we now have more leverage.

We can write more code and work on more projects than ever. I don't see why we would suddenly stop using it like that?

an0malous•49m ago
You should add a parallel timeline of how many times AI CEOs have claimed their next model is too dangerous to release, AGI is months away, or some white collar job will be obsolete within 6 months.

I don’t know anyone in the tech industry who thinks AGI will never happen or that software engineering and white collar jobs can’t be automated. We all read sci fi, you’re not some unique visionary for anticipating AI. The frustration is with how much the claims have outpaced reality and how poorly the investors and executives have treated their workers during this transition.

lnenad•44m ago
Literally every CEO AI or otherwise claims bullshit about their product. It's their job. It's got nothing to do with people actually using something and not coming to terms with it having any value. If you've never seen a screwdriver it's a waste of time compared to nails.
an0malous•35m ago
“Everyone else is doing it” is a childish justification and there’s a line where this becomes fraud and a felony offense. Do you think Elizabeth Holmes should have been allowed to make up claims about their blood testing technology? Is it OK to grossly overestimate Claude’s capabilities when the US military starts using it to determine strike targets?
shimman•34m ago
It's their job to lie and defraud the public? Why don't you believe there shouldn't be consequences for lying and defrauding the public? Do you believe tech CEOs are above society and decency? Does their wealth make them immune from accountability?
newsoftheday•
dwroberts•49m ago
> Call me when it stops making things up.

We haven’t moved past this yet

AndrewKemendo•40m ago
I’m unaware of any humans that don’t have this error method also.
ofjcihen•37m ago
This argument style is always humorous. The intention is something like “so humans are as bad as AI” when the original question boils down to something like “why would I replace humans with AI?”.
AndrewKemendo•36m ago
The entire purpose of automation is to remove a capacity limited human from a continuous workflow because the workflow is more capably achieved with fewer errors than the human

See: traffic lights

ofjcihen•32m ago
That’s a great explanation of automation.

If I have a choice between a deterministic traffic light and a non-deterministic traffic light which one would I use?

And yes, before you say “this isn’t a comparison of non deterministic and deterministic tools, this is a comparison of two non-deterministic tools” think about what my next question might be.

Ukv•20m ago
> The intention is something like “so humans are as bad as AI” when the original question boils down to something like “why would I replace humans with AI?”

If AI really is at human level quality/error rate (I don't think it is for general tasks, but there are some areas where it is), then the answer is cost and speed.

broken_clock•47m ago
IDK why you needed AI to write the little blurbs, it's not really a lot of text.

Like if you feel it's not important enough to write yourself, just don't put anything there?

cryo32•44m ago
I don’t care what it does really. It’s another tool.

It’s the economics that make no sense. That situation has been demonstrably getting progressively worse.

overgard•44m ago
I'm having a hard time understanding what the writer is trying to accomplish with this (weird) post, especially the "IQ" part on the side (wtf?). Yes, the goal posts change as the technology changes (this is true of ALL technology), and it turns out that people keep underestimating with each release of this technology what it would actually take to replace a job.
suddenlybananas•34m ago
What on earth does "IQ: Yes" mean at the end??
AndrewKemendo•41m ago
Thank you very much for creating this!

I’m gonna send this to people when they tell me that nothing‘s happening and none of this is real

I love this so much thank you

overgard•27m ago
It does sound like a good way to get people to stop talking to you
ofjcihen•40m ago
I like that this goofy fear-based boosterism is on the front page at the same time as an actually well reasoned and well written article about how fear-based boosterism has actually harmed the AI industry instead of making everyone panic-buy like they intended.

I assume that’s entirely due to not being able to downvote submissions on HN.

As for the article, as another user put it:

> Call me when it stops making things up.

We haven’t moved past this yet

moron4hire•30m ago
The AI boosterism is really weird. What is the big deal? My job is not to make AI succeed, it's too solve problems for our clients. Yet I'm getting told I need to use AI to do my job or my funding is going to get cut. We've done several research spikes to figure out where AI can fit into our project and apparently coming up with the answer of, "nowhere near the classified data" that means we must not have AI'd hard enough. My project owner doesn't seem to care if our actual project goals are met, he only seems to care that AI was used.

He's not my boss, so he can't literally tell me what to do. And my actual boss has told me to ignore him. But it's a worrying but of psychosis that I fear could infect the rest of the C-suite of it isn't addressed now.

ofjcihen•23m ago
So I do a lot of client work for F100s and I’ve got some good news and bad.

The bad news is it’s already in the C Suite and they (were) pushing it hard.

The good news is that since Copilot and others have started to charge based on usage a lot of those same leaders have hit the brakes and are now wanting detailed information and usage reporting to figure out where AI actually fits in.

Some have gone even further and slapped a usage limit on individuals or teams and left it at that.

Sanity is around the corner. At least until the next big thing :)

sanderjd•
dangond•38m ago
The one-shot game is definitely the hardest one here by a long shot, no idea why this is considered easier than having a model on pager duty. Aside from needing to generate coherent assets and having a meaningful creative vision, a good game is hard to make because it requires a lot of taste, not being good at programming (see the many indie hits from people who learned to program just to make their game, and were wildly successful with atrocious code).
hyperpape•32m ago
Although it's not the most important thing here, I love the IQ badge on the right side of the screen. At IQ 200, the AI is finally qualified to carry a pager for production.

I'm in the pagerduty lineup, and shockingly, my IQ isn't even a mere 185.

abendstolz•25m ago
But yours is human IQ, theirs is Artificial IQ.

It's like human to dog years ;-)

danelski•16m ago
Perhaps that is the true measure that the author found, and humans have actually been winging it since the inception of programming? ;)
Sharlin•31m ago
Call me. When the AI stops writing. Every blog post. Like this.
jrflo•26m ago
You forgot the first goalpost: the Turing test.
AnotherGoodName•15m ago
Even that line's very debatable though. Passing always under every circumstance? No.

Passing specific tests to the point that the internet is now full of "Is that content AI generated or not" debates? Yes

jrflo•5m ago
I think this is a good example of the moving goalposts. The Turing test is not "AI is indistinguishable from human writing 100% of the time", it's whether it is possible at all for a system can be designed where a person can be fooled into thinking they're talking to a human when they're actually talking to a computer in a turn-based text exchange. It is a "there exits..." problem rather than a "for all..." problem.
johnfn•25m ago
The thing that annoys me most about this obviously AI-generated article is: "The quotes in orange boxes are real and checkable." No they aren't - you AI generated them, just like you generated the rest of the page.
topgrain2•24m ago
As my company experiments with AI-heavy programming, I don’t feel like my job’s going away, but as a “full stack” programmer who’s also good at and comfortable managing a task board, walking “stakeholders” and SMEs through requirements-gathering, et c., I am increasingly wondering why our “teams” still have a couple non-programmers doing that stuff. Dedicated QA, for that matter—all that test-writing and test-data-generating and stuff is so fast now. It’d speed things up if one or two programmers just did the whole thing.

But maybe my particular skill set where all those roles were only really out of reach for me for time-constraint reasons is less common than I think… I dunno, though, between people who’d moved up into managing projects but can drive an LLM pretty competently for programming (ex programmers) and versatile can-talk-to-people seasoned programmers, it’s all the other roles that look increasingly like they’re slowing productivity, rather than increasing it, now.

Someone on a call the other day tentatively brought up that they were noticing it was taking longer to get all the paperwork right for a bug fix or even mid-sized feature than it was to actually write and test the fix, by the time they looped in some variety of person in a jira-wrangler role. It’s clear those jira-wranglers are gonna have to fight to keep their jobs (I don’t really know how they’re gonna do it, I feel apprehensive on their behalf in every meeting now)

sanderjd•12m ago
In my experience, those roles never existed to begin with in well run teams and companies. Some companies drive product managers into this role, but that was always a bad use of their time. Even with AI tools, I still don't feel like I have the skills to do the job of a good product manager, which requires the kind of vision and business acumen that I am just not as good at as the best PMs I've worked with.
acpdev•24m ago
I hate to say it as I think the author is well intentioned but I think this is every bit as silly as the perspectives it is shooting down

1. this is prone to taking the fringe perspectives and making them "everyone" 2. most of the points are highly highly interpretive (growth could be pressure, laziness, FOMO, self deception, real valid growth.. we don't know yet)

LLMs are definitely the most transformative thing I have seen in 25 years in tech, but I still think like every other hype cycle there is a lot of lying and self delusion, I don't really think any of us, neither myself nor the author really know what we have here.

relativeadv•23m ago
The irony is that while this is all mostly true, the site itself is clearly written with AI. Clearly matters here, because although it can do all of these remarkable things the prose it writes is still completely banal.
Loeffelmann•23m ago
This is strawmaning the article
jenniferhooley•18m ago
Man the one-shot game that is genuinely good in 2027 is crazy. A good game typically takes around 3-8 years of development by multiple skilled people. Maybe 3 years or so for 1 guy that's super dedicated.

Right now single prompt with Fable can get us a small protype of like 1 game mechanic that's not even remotely production ready. So this guy thinks it'll 100,000X in a year.

AI boosters are something else.

matheusmoreira•4m ago
> The founder

> An AI notices an unmet need, builds the product, finds the customers, and runs the company to a billion-dollar valuation with zero employees.

I'm OK with this. Delamain was a total bro in Cyberpunk 2077.

•
15m ago
> I think the notion that you could control something (legitimately) smarter than you is a pretty risky proposition.

Well, Trump seems to control a lot of people given how afraid they are.

Trump is also called not the smartest person out there.

So...

28m ago
Screwdrivers and nails are deterministic, AI is probabilistic. That is a significant distinction and why your analogy fails.
bluefirebrand•42m ago
Understandably, the frustration is also around "what happens then?"

Everyone is wondering about what happens if (when?) it finally comes true

We really have to figure out what comes next for your average person. I think the reason no one wants to talk about this is because the answers aren't great. The average person not going to be living a great life in all likelihood, once we have no access to capital anymore

overgard•36m ago
Yup, that's the weird thing about the booster argument. "We finally achieved it, we're no longer important or the dominant species and Sam Altman and Dario Amodei run what's left of the world from their bunker!" Yay?
OtomotO•30m ago
If we don't have access to capital, we will abolish capital altogether.

This still backfire to the oligarchs

danelski•23m ago
Are you sure the capital-enabled won't abolish us for trying to do so?
bluefirebrand•14m ago
They will certainly try, but they don't have the capability yet

It's probably a really bad idea to keep building them autonomous killing machines though

danelski•9m ago
I wouldn't be surprised if multiple nation-states already had them without calling them such because 'Look, someone pushed a button 3 hours ago before it engaged'. Once the private capital gets their hands on them, we immediately transition to cyberpunk no matter what else happens in the world.
inigyou•28m ago
The average person will not have any life in all likelihood. That is the end goal of capitalism. However, shortly after everyone dies, the remaining survivors - the likes of Musk, Thiel etc - will find themselves roughly equal and needing to establish a new hierarchy.
matheusmoreira•2m ago
Either we achieve a post scarcity society, or we become a permanent underclass if not soylent. Those are the only outcomes I believe are possible.
runarberg•42m ago
You don’t know me, but I am in the tech industry and believe AGI will never happen.

Albeit that is because I did a BSc in psychology where I developed a deep distrust for intelligence research and concluded that intelligence is not a useful term in philosophy nor science (and especially not in engineering).

AndrewKemendo•34m ago
What’s your definition of AGI?
inigyou•31m ago
AGI is when an AI model can pass the Turing test. It was achieved with GPT-2.
kemotep•21m ago
ELIZA could pass the Turing Test and is over 50 years older than GPT2. You are claiming we have had AGI available since before the first version of Unix came out?
henry2023•19m ago
Strong AGI would be a system capable of terraforming a planet without any external intervention.

I mean, we did it and there have been roughly 117 billion human beings with GI in all of existence.

27183•15m ago
I strongly agree. In scientific terms, we already know how to achieve 1G constant acceleration space flight. "All we need to do" from an engineering standpoint to achieve it is develop miniaturized fusion reactors and superconducting electronics. Hell, something approximately as good was achievable since the 1950s with a gargantuan ship that pooped out atomic bombs through a giant shock absorbing pusher plate[0]. Trivial, right? Except it isn't. Both of these projects, which are scientifically feasible, are completely impossible to actually build. They are off the table in engineering terms.

We are so much closer to 1G constant acceleration space flight than we are to AGI. We know, in principle, how to achieve 1G travel. We don't know, in principle how to achieve AGI. Our best guess so far is something along the lines of "emergence" which means "maybe if we do enough matrix math in the right way it'll wake up and become a being with agency and intelligence". Another way to say this is "hopes, prayers, and lots of GPUs".

Let's all get a grip. Without a coherent theory of intelligence, you aren't gonna make one in a lab. That's not how science works, it's not how engineering works. Start at the beginning.

[0] https://en.wikipedia.org/wiki/Project_Orion_%28nuclear_propu...

solumos•27m ago
I’ll go on record and say that AGI will never happen (in the next 50 years). I think that’s also the timeline for white-collar job automation that requires critical thinking.
AnotherGoodName•23m ago
But the author acknowledged times that someone said something stupid about AI?

He's not claiming there's no flaws or that there aren't CEOs claiming more than is possible right now. He's making the point that these don't negate the parts that are genuinely impressive.

I've encountered waaaay too many "you can't possibly have done that with AI because AI occasionally hallucinates" and "CEOs say things for marketing therefore AI can't really do anything" type of posts.

sanderjd•23m ago
Yeah reading this timeline wasn't satisfying to me for exactly this reason: It didn't give the counterarguments that were being made at the time of each "goalpost".

My (probably flawed, but still) memory is that the first one of these threads I participated in, at the end of 2022, was saying that none of us would have jobs after two more years of development of these models. Two years from then was almost two years ago now, and we're still "a year or two" out.

On the flip side, the thesis that these will be useful tools that will augment the work of software developers when understood and used for the things they are good at has (IMO) remained undefeated during this entire period.

ofjcihen•16m ago
Have outputs from engineers traditionally been measured in cost and speed?

Remember, we aren’t just talking about the product you create. While you would measure deliverables by cost and speed are we ignoring something else? Something that could potentially be more important than either of those metrics?

Ukv•2m ago
> Have outputs from engineers traditionally been measured in cost and speed?

Yes. How long it'll take and how much it'll cost are going to be among pretty much any customer's first questions.

They're not the only considerations, and could potentially be outweighed by other concerns even when quality is the same, but I think they are the main drives of AI adoption. If error rate is the same, a $1/hr (amortized) camera and machine vision algorithm capable of checking 100 items for defects per minute will likely be preferred to a $10/hr human QA capable of checking 3 items per minute, for instance.

whateveracct•34m ago
? in a professional setting, my coworkers are just randomly gonna make stuff up
AndrewKemendo•30m ago
That is the entire industry of business consulting.

Boston consulting group Bain and MacKenzie make billions of years completely making shit up. same thing with Ernst and young and any of these organizations that make these “future of (insert market)” reports

whateveracct•22m ago
right, so none of my human coworkers ever
Diogenesian•33m ago
I am unaware of any healthy human who confabulates things as arbitrarily and disastrously as a SOTA reasoning model. It is childish to say stuff like "lawyers always made up court cases" - no they didn't!
zero-sharp•28m ago
Look, I don't spend most of my time online criticizing AI progress. But what does your response even mean? People hallucinating work and solutions isn't commonplace at all, right? What industry do you work in where people hallucinate with frequency?
snozolli•11m ago
I can't speak to GP's intention, but I've personally witnessed a guy on my team who was trying to position himself as the go-to technical dude. He was jockeying for a management role. When QA or customer support had questions about our products, he'd always have an answer. I would say that at least 50% of the time, his answer was completely fabricated nonsense. He'd wildly misrepresent projects that his teammates were working on. I also saw several incidents of cargo-cult programming from him. Bizarrely, this never bit him in the ass and now he's a middle manager at a FAANG. This experience leaves me without much hope for the future of software development as a career.
jrflo•31m ago
To be fair I think we'd be able to claim AGI is here if that problem is solved. At this point the models are so smart they're borderline super intelligent if they were cognizant of hallucinations and their own shortcomings. If GPT 5.5 or Opus 4.8 could tell you "I don't know" they'd certainly be "smarter" than any individual human. Some specialists might be better in niche domains, but I don't know of any humans who are experts at that level in every field.
OtomotO•28m ago
Your condition is called AI psychosis. Good news is: it's curable!
jrflo•24m ago
Care to elaborate? What is AI psychosis? How am I exhibiting it? I thought hacker news was the last place free of mindless dunking on the internet, I guess I was wrong. If you'd like to engage in a debate on the original topic of this thread I'd be more than happy to, but if you want to dunk, twitter is over at x.com now.
10m ago
I have really enjoyed this period of HN, because there has just been a genuine split here on this topic since it became The Thing, which means I get to see a whole ranges of opinions and arguments on this when I come here. I'll be really bummed if either the doomers or the boosters (or the pragmatists) get run off of the site. A monoculture bubble wouldn't be nearly as useful to me.