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MacBook Neo

https://www.apple.com/newsroom/2026/03/say-hello-to-macbook-neo/
609•dm•3h ago•931 comments

Something is afoot in the land of Qwen

https://simonwillison.net/2026/Mar/4/qwen/
139•simonw•1h ago•48 comments

Nobody Gets Promoted for Simplicity

https://terriblesoftware.org/2026/03/03/nobody-gets-promoted-for-simplicity/
552•aamederen•5h ago•317 comments

“It turns out” (2010)

https://jsomers.net/blog/it-turns-out
138•Munksgaard•2h ago•56 comments

Glaze by Raycast

https://www.glazeapp.com/
129•romac•4h ago•73 comments

Motorola GrapheneOS devices will be bootloader unlockable/relockable

https://grapheneos.social/@GrapheneOS/116160393783585567
1090•pabs3•16h ago•437 comments

Qwen3.5 Fine-Tuning Guide – Unsloth Documentation

https://unsloth.ai/docs/models/qwen3.5/fine-tune
130•bilsbie•5h ago•37 comments

Libre Solar – Open Hardware for Renewable Energy

https://libre.solar
95•evolve2k•3d ago•22 comments

Government grant-funded research should not be published in for-profit journals

https://www.experimental-history.com/p/the-one-science-reform-we-can-all
179•sito42•2h ago•95 comments

Welcome to the Wasteland: A Thousand Gas Towns

https://steve-yegge.medium.com/welcome-to-the-wasteland-a-thousand-gas-towns-a5eb9bc8dc1f
24•nop_slide•48m ago•17 comments

Agentic Engineering Patterns

https://simonwillison.net/guides/agentic-engineering-patterns/
364•r4um•12h ago•206 comments

MyFirst Kids Watch Hacked. Access to Camera and Microphone

https://www.kth.se/en/om/nyheter/centrala-nyheter/kth-studenten-hackade-klocka-for-barn-1.1461249
36•jidoka•4h ago•7 comments

RFC 9849. TLS Encrypted Client Hello

https://www.rfc-editor.org/rfc/rfc9849.html
211•P_qRs•10h ago•101 comments

Emails to Outlook.com rejected due to a fault or overzealous blocking rules

https://www.theregister.com/2026/03/04/users_fume_at_outlookcom_email/
67•Bender•5h ago•43 comments

Medical journal says the case reports it has published for 25 years are fiction

https://retractionwatch.com/2026/03/03/canadian-pediatric-society-journal-correction-case-reports...
89•Tomte•2h ago•31 comments

RE#: how we built the fastest regex engine in F#

https://iev.ee/blog/resharp-how-we-built-the-fastest-regex-in-fsharp/
146•exceptione•3d ago•53 comments

Jiga (YC W21) Is Hiring

https://jiga.io/about-us
1•grmmph•5h ago

TikTok will not introduce end-to-end encryption, saying it makes users less safe

https://www.bbc.com/news/articles/cly2m5e5ke4o
315•1659447091•16h ago•312 comments

Greg Knauss Is Losing Himself

https://shapeof.com/archives/2026/2/greg_knauss_is_losing_himself.html
48•wallflower•2d ago•31 comments

A Visual Guide to DNA Sequencing

https://www.asimov.press/p/dna-sequencing
25•surprisetalk•3h ago•3 comments

A CPU that runs entirely on GPU

https://github.com/robertcprice/nCPU
194•cypres•13h ago•96 comments

SRGB↔XYZ Conversion (2021)

https://mina86.com/2019/srgb-xyz-conversion/
5•kqr•2d ago•3 comments

Show HN: Stacked Game of Life

https://stacked-game-of-life.koenvangilst.nl/
129•vnglst•4d ago•24 comments

Elevator Saga: The elevator programming game (2015)

https://play.elevatorsaga.com/index.html
68•xmprt•3d ago•13 comments

Sea level much higher than assumed in most coastal hazard assessments

https://www.nature.com/articles/s41586-026-10196-1
25•jacquesm•1h ago•1 comments

Toxic combinations: when small signals add up to a security incident

https://blog.cloudflare.com/toxic-combinations-security/
13•unknownhad•5d ago•2 comments

Better JIT for Postgres

https://github.com/vladich/pg_jitter
122•vladich•11h ago•54 comments

Modern Illustration: Archive of illustration from c.1950-1975

https://www.modernillustration.org
44•eustoria•4d ago•4 comments

Claude's Cycles [pdf]

https://www-cs-faculty.stanford.edu/~knuth/papers/claude-cycles.pdf
733•fs123•1d ago•309 comments

Chimpanzees Are into Crystals

https://www.nytimes.com/2026/03/04/science/chimpanzees-crystals.html
64•jimnotgym•9h ago•40 comments
Open in hackernews

Government grant-funded research should not be published in for-profit journals

https://www.experimental-history.com/p/the-one-science-reform-we-can-all
178•sito42•2h ago

Comments

sito42•2h ago
> Now people barely bring it up at all. It’s like a lion has escaped the zoo and it’s gulping down schoolchildren, but when people suggest zoo improvements, all the agenda items are like, “We should add another Dippin’ Dots kiosk”. If you bring up the loose tiger, everyone gets annoyed at you, like “Of course, no one likes the tiger”.
saghm•1h ago
Is the switch from lion to tiger in that paragraph intentional? If only the quote from "everyone" was switched I might think it's intended to convey people trying to derisively dismiss the issue or something but it does specifically reference the tiger rather than the lion being brought up, so I was confused when I got to this part of the article.
bjackman•2h ago
I have had so many "why don't you just" conversations with academics about this. I know the "why don't you just" guy is such an annoying person to talk to, but I still don't really understand why they don't just.

This article pointed to a few cases where people tried to do the thing, i.e. the pledge taken by individual researchers, and the requirements placed by certain funding channels, and those sound like a solid attempt to do the thing. This shows that people care and are somewhat willing to organise about it.

But the thing I don't understand is why this can't happen at the department level? If you're an influential figure at a top-5 department in your field, you're friends with your counterparts at the other 4. You see them in person every year. You all hate $journal. Why don't you club together and say "why don't we all have moratorium on publishing in $journal for our departments?"

No temptation for individual research groups to violate the pledge. No dependence on individual funding channels to influence the policy. Just, suddenly, $journal isn't the top publication in that field any more?

I'm sure there are lots of varied reasons why this is difficult but fundamentally it seems like the obvious approach?

glitcher•1h ago
I like the author's idea:

> So the solution here is straightforward: every government grant should stipulate that the research it supports can’t be published in a for-profit journal. That’s it! If the public paid for it, it shouldn’t be paywalled.

The article then acknowledges this isn't a magic solution to all the problems discussed, but it's so simple and makes so much sense as a first step.

I'm no expert here and there are probably unintended consequences or other ways to game that system for profit, but even if so wouldn't that still be a better starting point?

bjackman•1h ago
I think that's also a good proposal, and I don't think it conflicts with the "prestigious departments stop publishing in $journal" idea at all. Probably we want both.

Only difference is that the author is writing for a wide audience and his best angle to change the world is probably to influence the thinking of future policymakers. While I am just an annoying "why don't you just" guy, my "audience" is just the friends I happen to have in prestigious research groups.

Adam M also probably has lots of friends in prestigious research groups (IIUC although he complains a lot about academia he was quite successful within it, at least on its own terms). And the fact that he instead chooses to advocate government policy changes instead of what I'm proposing, is probably a good indication that he knows something I don't about the motivatioms of influential academics.

snowwrestler•1h ago
Imagine being a scientist and reading “if you take this grant, you cannot publish your results in any of the most prominent journals in your field.” Sounds good?
bjackman•41m ago
But IIUC there are entire fields where basically the whole US ecosystem is funded by federal grants. So if this policy gets enacted those journals are no longer prominent.

(Maybe you'd need an exception for fields where the centre of mass for funding is well outside of the US, though).

abeppu•1h ago
I think the call for top-down policy makes sense b/c otherwise this is like every other tragedy of the commons situation. Each of those top-level researchers also has to think, "my department has junior faculty trying to build their publications list for tenure, we have post-docs and grad-students trying to get a high-impact publication to help them land a faculty job, we have research program X which is kind of in a race with a program at that other school lower down in the top 20. If we close off opportunities with the top journals, we put all of those at a competitive disadvantage."
bglazer•1h ago
> If you're an influential figure at a top-5 department in your field ... you all hate $journal.

That's the problem, they don't hate these journals, they love them. Generally speaking they're old people who became influential by publishing in these journals. Their reputation and influence was built on a pile of Science and Nature papers. Their presentations all include prominent text indicating which figures came from luxury journals. If Science and Nature lose their prestige so do they (or at least that's what they think)

This was very apparent when eLife changed their publishing model. Their was a big outpouring of rage from older scientists who had published in eLife when it was a more standard "high impact" journal. Lots of "you're ruining your reputation and therefore mine".

bjackman•46m ago
Maybe I am underestimating the gap in status between the "influential figures" I imagine and the people I actually know.

I see: my friend has 10-15 years of experience in their field, they have enjoyed success and basically got the equivalent of a steady stream of promotions.

I map this onto my big tech/startup experience. I mentally model them as: they are "on top of the pile" of people that still do technical work. Everyone who still has the ability to boss them around, is a manager/institutional politician type figure who wouldn't interfere in such decisions as which journal to publish in.

But probably this mapping is wrong.

Also, I probably have a poor model of what agency and independence looks like in academia. In my big tech world, I have a pretty detailed model in my head of what things I can and can't influence. I don't have this model for academia which is gonna inevitably lead to a lot of "why don't you just".

Same thing happens to me when I moan about work to my friends. They say "I thought you were the tech lead, can't you just decree a change?" and I kinda mumble "er yeah but it doesn't really work like that". So here I'm probably doing that in reverse.

bee_rider•1h ago
For the grad students especially, there’d be a career advancement incentive to still publish in the top journals. The professors might still want to publish in them just out of familiarity (with a little career incentive as well, although less pronounced than the grad students).

I think it’d be a big ask from someone whose role doesn’t typically cover that sort of decision.

asdff•45m ago
Grant funding reporting requirements. It would be easy to say self publish for free via the institutional library. But the NIH would not like that use of their money.
MarkusQ•1h ago
Part of the problem is we got tricked into thinking "peer reviewed" meant "true," or at least something like it.

It doesn't. Not even close.

Peer review doesn't even mean that it's free from errors, free from fraud, free from methodological mischief; it doesn't mean anything at this point. Yet we continue to act like it does.

Darwin's work wasn't peer reviewed. Nor Einstein's. It's something we cooked up in the mid 1900's to deal with the fallout from another mistake ("publish or perish") that meant people had to try to publish even if they had nothing to say.

bonsai_spool•1h ago
> Darwin's work wasn't peer reviewed. Nor Einstein's

Except it was…? This is absurdly ahistorical and the fact that you cross disciplines in trying to make an incorrect argument questions whether you are in science at all.

The structure of peer review in Darwin’s time was different, where experts wrote monographs and gave lectures at symposia that then led to letters among their peers. Which is what happens now, if you take a step back.

The volume of new work these days is incompatible with the older informal system, and is in some ways our new paradigm is superior as there is a formal period in which new works are reviewed.

MarkusQ•1h ago
Sorry. I meant "peer reviewed prior to publication" as the phrase is presently used. I thought that was obvious.

What you're calling "peer review" is what I would call "discussed" or "debated" which it certainly was.

I dispute your claim that the new paradigm is superior.

bonsai_spool•35m ago
> Sorry. I meant "peer reviewed prior to publication" as the phrase is presently used.

Accepted. But now there is Arxiv and Biorxiv and even Medrxiv—so we're back to where things were, it seems.

snowwrestler•1h ago
> Part of the problem is we got tricked into thinking "peer reviewed" meant "true," or at least something like it.

No actual working scientist thinks this.

“Glitchc” has it right elsewhere in this thread: the motivating force behind journals is prominence and reputation, not truth.

D-Machine•1h ago
Ah, but the naive public still broadly believes in peer review, and that high profile journals do good review. And the prominence and reputation that comes from these journals arguably then relies on this (increasingly false) public perception.

Would scientists feel the same if the public was more educated about how bad journals and peer review are? Not so easy to disentangle IMO.

snowwrestler•1h ago
The naive public does not believe anything in particular about peer review. They think new scientific results are significant when they read about them in the popular media, that’s it.

People who do need to work professionally with peer review, do understand what it actually does and its limitations.

You seem stuck somewhere in the middle, caring deeply about a system you don’t seem to fully understand.

D-Machine•1h ago
> The naive public does not believe anything in particular about peer review

You'd need to provide evidence or an argument for this. The media reports on things in part based on journal prestige, and likely when questioned, people will say they can trust such things because good scientists have looked at the work and say it is good. This would be an implicit belief that peer review is generally working well, even if they don't use the term "peer review".

> You seem stuck somewhere in the middle, caring deeply about a system you don’t seem to fully understand.

Extremely presumptuous, as I work in this system, and have provided plenty of evidence for my claims. You've provided only sneers.

snowwrestler•27m ago
You've provided evidence that prominent journals experience retractions, fraudulent results, etc. All true. But it is not the job of peer reviewers to decide what gets published.

You've provided evidence that peer-reviewed science often turns out to be incomplete, inaccurate, wrong, fraudulent etc. All true. But it is not the job of peer reviewers to assure completeness, accuracy, or freedom from fraud.

A peer reviewer reads a paper and make comments on it. That's it! They don't check primary data, they don't investigate methods, they don't interrogate scientists, they don't re-run experiments just to double check. They assist a journal's editors in editing--that's it.

The check on published scientific results is the scientific process itself, not the publishing process. Prominent results attract further investigation, which confirms or disproves the reality of the underlying phenomena. Again: that's not the job of peer review.

Do some people ascribe too much authority to peer review? Yes, for sure. IMO your comments in this thread are exacerbating that problem, not addressing it.

D-Machine•6m ago
> A peer reviewer reads a paper and make comments on it. That's it! They don't check primary data, they don't investigate methods, they don't interrogate scientists, they don't re-run experiments just to double check. They assist a journal's editors in editing--that's it.

Um, what? I have done all these things in reviews, and know other academics that have done these things as well. More confusingly though, if you are saying most reviewers don't do these things (which I agree with), this would only strengthen my point?

I'll let readers decide if it is my comments that exacerbate the problem, or if, perhaps, it is apologism for journalistic peer review that might be causing bigger issues in the present day.

D-Machine•1h ago
Don't know why you are being downvoted, you are largely correct. I've provided plenty of evidence in another post in this thread showing that journal-based peer review is highly farcical.

EDIT: I still want review from a community of scientific peers. I just don't want this review to be in the hands of a tiny number of gatekeepers entangled with journals that largely just slow things down.

MarkusQ•1h ago
Because a lot of people are deeply invested in the present system perhaps? As the article pointed out, there's a lot of money involved, and there are a lot of people who've built their lives around flourishing in the existing system, cut-throat as it may be.
D-Machine•1h ago
> Because a lot of people are deeply invested in the present system perhaps?

I mean, right, yes, of course. Much of the downvotes are cognitive dissonance, obviously. I suppose I meant the question rhetorically.

scottndecker•1h ago
Based on title, I was figured it was referring to USA moving to the metric system
snowwrestler•1h ago
U.S. scientists already did, at least at work. They still drive home at imperial speeds though.
psychoslave•30m ago
I thought it was USA custom metrics? Not less ridiculous, I guess.
glitchc•1h ago
We already have open-access publications: Just put it on arXiV. Most researchers I work with do this already.

The problem isn't access, it's citations. arXiV is not considered a credible citation source since anyone can publish anything. TPCs don't use it in their list of citations, neither do grant funding agencies or government institutions.

The current academic enterprise relies heavily on third-party gatekeeping. We rely on others to do the vetting for us. The first thing an academic does is check where a paper is published, before even reading it. It's a crutch.

Any gatekeeper will naturally tend towards charging for access over time: It's a captive market, the economics demands it. Unless we eliminate that dependency, we cannot change the system.

contubernio•1h ago
Exactly. The solution already exists. However another problem is that the arxiv is creeping towards the old model ...
bad_haircut72•1h ago
Unfortunately I think charging money is a necessary signal that this particular gatekeeper is doing a good job. We should recognise that money is a necessary part of this process, else there is no gate to keep. But we shpuld reverse the economics by having people pay to get their stuff peer reviewed. Imagine if reviewing research papers was something you could get paid to do, the incentive then isnt to rubber stamp things, actually your rating as a reviewer would come down to quality of reviews
amluto•1h ago
> I think charging money is a necessary signal that this particular gatekeeper is doing a good job.

I’ve never seen the slightest relationship between the charge to read a paper and the quality of review.

D-Machine•1h ago
Because there isn't such a relation. It's a thing people believe when they don't have actual experience with peer review. If anything, predatory journals and low-quality pubs can charge more, since publication is more guaranteed (and researchers reaching for these pay-to-publish journals are more desperate).
fireflash38•40m ago
It's a reputation economy. Like review sites. They start off truthful, and then as time goes on incentives shift to bad actors to subvert it. Or they just sell out their reputation.

Yelp, TripAdvisor, wire cutter, hell even Google results themselves.

Once you start poisoning that well, it's difficult if not impossible to claw it back.

RGamma•1h ago
Yeah review takes time and time is money. This needs to be priced in somehow. Bonus side effect: Frauds get discovered and filtered out (in theory).

But who watches the watchers? I guess review fraud will need to be considered as well.

D-Machine•1h ago
> The first thing an academic does is check where a paper is published, before even reading it. It's a crutch

IMO, academics that do this are not very competent, because we have plenty of research suggesting that higher-profile journals are in fact less trustworthy in many ways, or that there is no correlation at all between reputation and quality (see my other post here in this thread).

Yes, some trash journals publish all trash, but, beyond that, competent researchers scan the abstract, look at sample sizes and basic stats, and if those check out, you skip to the methods and look for red flags there. Also, most early publications will be on an arXiv-like place anyway so you can't look to reputation yet.

Likewise, serious analytic reviews like meta-analyses don't factor in e.g. impact factor or paper citations, since that would be nonsense. They focus on methodology and stats.

I really think we ought to shame academics that are filtering papers based on journal alone, it is almost always the wrong way to make a quick judgement.

emil-lp•47m ago
> IMO, academics that do this are not very competent, because ...

Where's the cry-laugh emoji when I need it.

Of course academics check where stuff is published. Please...

There are still real journals put there, although you might not know which is which.

D-Machine•38m ago
Ah, look, another smug sneer that ignores the evidence I presented, and makes another circular argument (i.e. that because academics look at rep, this is justified, even though I provided evidence disputing this).

I know what journals are better / not. But reputation only is helpful in letting you ignore trash journals, once you are out of trash land, rep is just not a very meaningful factor, and you have to focus on methodology and substance.

blululu•47m ago
I have seen more than one PI at an R1 universities with multiple Nature publications use this heuristic. I would not call them incompetent.
D-Machine•41m ago
Do you not notice the circularity of your reasoning here?

Also I didn't say incompetent, I said "not very". More competent researchers make journal rep only a very small factor, and it is not via the "high rep = more trustworthy" direction (which is the bad heuristic), it is "pay-to-publish journals = not trustworthy" (better heuristic).

Once you have ruled out a publication being in a trash journal, reputation is only a very minor factor in consideration, and methodological and substantive issues are what matter.

tokai•1h ago
Just putting it on arXiv does not automatically make it OA. It needs a permissive license.
D-Machine•34m ago
I think people in this post are using arXiv as sort of metonymy / stand-in for OA here, but, yes.
butILoveLife•59m ago
>The first thing an academic does is check where a paper is published, before even reading it. It's a crutch.

This is actually what ruined my respect for Academia.

My Science PhD buddy looked at the journal title and the claim, then said: "Its true!"

I look at him with horror. Who cares about the journal, I want to know data and methodology.

I've basically never forgiven Academia since this. I see even Ivys put out bad research and journals will publish bad research (Replication crisis and the ivy fake psychology studies)

For outsiders, there is a prestige to being a PhD or working as a professor. Now that I'm mid career and lived through the previous events I mentioned + seeing who stuck with academia... These are your C grade performers. They didnt get hired by industry, so they stayed in school. They are so protective of their artificial rank because they cannot compete in Industry. Its like being the cool person on the tennis team. They are locally cool, but not globally cool.

beambot•51m ago
> This is actually what ruined my respect for Academia.

Spoken like someone who never went through grad school at a competitive R1 program

It was already a grueling 60-80 hour grind every week with frequent all nighters, high-pressure deadlines, absolute minimal pay, thankless duties, and plenty of politics. It's about the same for professors too.

We already paid our dues by helping peer review (for free) a half dozen papers for each one we submitted. Why should we be expected to review random papers on arxiv too...?

butILoveLife•45m ago
>It was already a grueling 60-80 hour grind every week with frequent all nighters, high-pressure deadlines, absolute minimal pay, thankless duties, and plenty of politics.

You know what else works really hard? A washing machine. Hard work alone doesnt create value. I could give you a spoon and tell you to dig a hole, or I can teach you how to use a Digger.

beambot•37m ago
Some things are hard because you overcomplicate them. Some things are hard by their very nature.

Unless you are a Claude Shannon type, adding fundamental new knowledge to humanity's corpus is generally actually hard - at least in science & engineering. If you feel differently, I look forward to reading your groundbreaking papers!

butILoveLife•26m ago
Weirdly, I do have my contributions to science. I run a pretty popular blog, 250k-1M users per year.

Academia will refer to my stuff. Various levels of the US government use my data.

To be honest, I think I got lucky + I was a (hardcore) Stoic for a decade + my hobby was scientific.

Aurornis•29m ago
> You know what else works really hard? A washing machine. Hard work alone doesnt create value.

My washing machine creates a lot of value for me. The time it saves me is incredibly valuable.

Most machines that work really hard are valuable because they free up time.

This wasn’t the clever burn you thought it was.

butILoveLife•25m ago
Its a line from National Lampoon's Xmas Vacation.
BeetleB•25m ago
I went to an R1 university. Most students did not have a 60-80 hour grind. If they did, it was because of an overbearing advisor. Years later, those students are not ahead of those who had a more relaxed advisor.

And chances are: Those overbearing advisors are very invested in the current system.

phil21•24m ago
I don’t think folks in academia have come to terms with how much the above attitude has completely and nearly entirely undermined the credibility of the entire scientific and academic community in the eyes of the general public.

You don’t need a degree to understand how much utter junk science is being published by those who think they are superior to you. Just read a few actual papers end to end and look at the data vs conclusions and it becomes totally obvious very rapidly that you cannot “trust the science” since it’s rarely actual science being done any longer.

The academic community has utterly failed at understanding they needed to cull this behavior early and mercilessly. They did not, and it will be generations at best to rebuild the trust they once had. If they ever figure out they need to.

Things are going to get much worse before they get better. You can’t take any published paper at face value any longer without going direct to primary sources and bouncing it off an expert in the space you still trust to give you the actual truth.

graemep•23m ago
The problem is not that he was not willing to review it. It was that he was willing to conclude it was true. If he had said "that is interesting" or "that is plausible" or whatever, that is fine. It is concluding it is true that is the problem.
fluoridation•22m ago
>Why should we be expected to review random papers on arxiv too...?

The GP is not saying to review each paper you read or cite. They're complaining that a colleague accepted a claim after just reading the title and where the paper was published. Between that and doing a full review there's surely a world of options.

the__alchemist•54m ago
Check out the "Collective action problem" described in this article. It describes why "Just publish on arXiV" isn't a practical solution. It doesn't lead to the problem being fixed, because of inertia against any individual breaking out of the system.
Aurornis•44m ago
> The problem isn't access, it's citations. arXiV is not considered a credible citation source since anyone can publish anything

I do some due diligence work from time to time. Uploading to arXiV is becoming a favorite tactic from companies trying to look impressive for investors. I’ve read a lot of “papers” submitted by startup founders that are obviously ChatGPT written slop uploaded to arXiV. They then go to investor and show their record of “published research”. Smart investors are catching on but there are a lot of investors who associate journals with quality and filtering and assume having a paper on there means something.

The filtering and curation problem is real. It seems like academic pettiness or laziness from the outside, until you see the volume of bad “papers” that everyone is trying to publish to chase the incentives.

engineer_22•42m ago
We have a gatekeeper already in the funding source - they do the work of vetting researchers prior to funding the work.

Piggy back this system so that the funding source publishes the papers itself, and researchers can only publish their papers that are directly funded.

This system requires the cooperation of an organization to build the publishing infrastructure, but this could be a lowest capable bidder, and less drag on the system overall.

SoftTalker•15m ago
Why isn't a citation just a citation. It's a pointer to a source, that's all. If it implies some standards have been applied or editorial or scientific review has been done, then that's going to have to be paid for by someone. TFA implies that doesn't happen, so a citation to an article in Nature isn't any better than one on arXiV.
D-Machine•1h ago
The other factor preventing a fix is that people with no actual serious experience of academic publishing and peer review will defend these journals, because they still think that (journal-based) peer review acts like some kind of meaningful quality filter. But, it really doesn't.

Because someone is surely going to try to defend journals via peer review in this thread, I want to provide a counter to the arguments that journal peer review does much good. Also, since everyone knows that if you just go to a poor enough journal, you can be published, I am going to focus on the (IMO mostly false) claim that higher-profile journals are still doing a good thing here.

There are numerous studies showing that higher-profile journals in general have more retractions and research misconduct [1-2], lower research quality [3], in fact weaker statistical power and reliability [4], and that statistical reliability even in high prestige journals is still extremely poor overall [5]. Also, making it through peer review is highly random and dependent on who you get as a reviewer [6], or is just basically a coin toss even when looking at reviewer groups:

    In 2014, 49.5% of the papers accepted by the first committee were rejected by the second (with a fairly wide confidence interval as the experiment included only 116 papers).  This year, this number was 50.6%.  We can also look at the probability that a randomly chosen rejected paper would have been accepted if it were re-reviewed.  This number was 14.9% this year, compared to 17.5% in 2014. [7]
We should just move to arXiv-like approaches and allow the scientific community to broadly judge relevance and quality. Journals just slow things down and burn funding for very little gain or benefit to anyone other than the journal owners.

[1] https://pmc.ncbi.nlm.nih.gov/articles/PMC3187237/

[2] https://www.pnas.org/doi/10.1073/pnas.1212247109

[3] https://pmc.ncbi.nlm.nih.gov/articles/PMC9382220/

[4] https://journals.plos.org/plosbiology/article?id=10.1371%2Fj...

[5] https://www.frontiersin.org/journals/human-neuroscience/arti...

[6] https://journals.plos.org/plosone/article?id=10.1371%2Fjourn...

[7] https://blog.neurips.cc/2021/12/08/the-neurips-2021-consiste...

bonsai_spool•1h ago
I am sympathetic to the argument you wish to make, that peer review is no panacea, but the actual evidence you offer has nothing to do with this claim.

You are trying to say that high profile journals have more retractions, which is well known as you share.

How does that have anything to do with peer review? Are you saying that there is more review or less review in some cases and that influences retraction rate? In what evidence? In what world does the arxiv system moderate this discrepancy?

D-Machine•1h ago
> How does that have anything to do with peer review?

I already addressed this. People know peer review can be bad, but some think "good journals" still do good peer review. This is not so clear.

> In what world does the arxiv system moderate this discrepancy?

Open systems allow the scientific community to figure out ways to properly assess research quality and value more cheaply, and without passing through (often arbitrary and random) small numbers of gatekeepers that don't even do a reliable or good job gatekeeping in the first place.

bonsai_spool•1h ago
Your argument depends on worse peer review at top journals - but fundamentally, you fail to show how doing any peer review is strictly worse than doing no peer review.

I understand that we want arxiv to exist, and it does, and it’s growing. That doesn’t mean we don’t want Nature or Science to triage the most compelling stories.

Importantly, we can already begin the search for these ‘cheaper’ review strategies while not losing the helpful information filter we get by seeing where things are presented/published

D-Machine•1h ago
> Your argument depends on worse peer review at top journals - but fundamentally, you fail to show how doing any peer review is strictly worse than doing no peer review.

No, it doesn't. The argument is that peer review is incompetent gatekeeping in general, and so slows things down and makes thing expensive. Also, I am countering the argument "we need journals because journals do peer review" by arguing "peer review by journals isn't clearly actually good", I am not saying "peer review in general is unneeded", as I support review by the entire scientific community, rather than journal gatekeepers.

> you fail to show how doing any peer review is strictly worse than doing no peer review

I wasn't trying to show that. I have provided plenty of arguments to show why killing journal-based peer review could definitely speed things up and so potentially make things better. I want actual organic review by the community, not by tiny groups of gatekeepers.

vladms•1h ago
> higher-profile journals in general have more retractions and research misconduct [1-2]

Given that reviews are not a mechanism to check for truth but soundness, the higher profile the thing I would imagine there would be more misconduct. I mean would one risk prison to steal 10$ or to steal 1 million $?

> lower research quality [3]

To cite exactly from your link "the evidence is mixed about whether they are strongly correlated with indicators of research quality.". I find saying "lower" a bit too strong given the original quote.

> in fact weaker statistical power and reliability [4]

For a specific field "cognitive neuroscience and psychology papers published recently"!

> statistical reliability even in high prestige journals is still extremely poor overall [5]

According to https://www.frontiersin.org/journals/human-neuroscience/arti... they kind of targeted bio/medical/psychology field for the analysis. Which seems to me very focused to be able to draw general conclusions.

> Also, making it through peer review is highly random and dependent on who you get as a reviewer [6], or is just basically a coin toss even when looking at reviewer groups:

It's a coin toss if paper could get accepted at all, and that's less than ideal but what the system should do (at least) is reject obvious crap, not ensure that something gets clearly accepted. The danger is False Positive (accepted even if it's crap) rather than False Negative (rejected even if it might be something useful).

Overall note: the review system is not ideal and should be improved. But it's a hard, complex and delicate problem.

D-Machine•1h ago
Oh, I agree this is all super complex and delicate. If I had more time, I'd love to write a more nuanced, many-thousands-of-words blog post going into which journals and fields actually have good peer review and can be more / less trusted.

I just wanted to make a strong rhetorical case by highlighting some things that might be surprising to people making more naive defenses of journals via peer-review-based arguments.

colechristensen•1h ago
I absolutely hate this style.

If you're going to write an article titled "The one science reform we can all agree on, but we're too cowardly to do" and that one thing isn't explicitly stated in the first paragraph, I'm out.

Stop with the meandering nonsense and make your argument.

bsoles•1h ago
> So the solution here is straightforward: every government grant should ...

People who write such sentences have no idea what they are talking about or are being intentionally naive for whatever reason.

Just because your one-sentence solution reads simple doesn't make the actual solution simple. Because such a solution involves changes to laws, changes to entrenched interests, changes to distribution of money involved in the whole system, and changes to balance of powers between stakeholders. Unless the push for such changes is significant enough to overcome the current state of affairs (due to public opinion, redistribution of power or money, etc.), nothing will happen.

eykanal•1h ago
This comment seems to confuse _straightforward_ with _easy_. On the merits, this proposal is well argued and has good points, and his solution—essentially extend the Biden approach with more strict requirements—makes sense.

Everything you mention will also have to happen, which means that doing this will definitely not be _easy_. That said, it is still a very _straightforward_ solution.

the__alchemist•47m ago
You sound like my parents. As I get older, I drift less into this mentality, and more into "I am tired of this defeatist bullshit, and accepting corruption and stagnation". I'm going to leave the world a better place, and never give in to this. I will vote for and donate to candidates who also want to fight, and run myself.
light_hue_1•35m ago
This defeatist attitude is why we can't have nice things anymore.

Fun fact, all of those things happened and this is already government policy for any NSF grant: https://www.nsf.gov/policies/document/faq-public-access

So maybe consider that when you give up on obvious things that are good based on some conspiracy theory that the "man" is trying to keep you down, what you're actually doing is being part of the system and endorsing it. Changes like this do happen, they just happen despite you.

dlisboa•34m ago
A solution to a problem that doesn't change the current state of affairs, which by your definition makes it a simple solution, is not an actual solution.

There are plenty of simple solutions to real problems whose only blocker is upsetting the status quo. "We have no housing...let's build more housing" is, in fact, a very simple solution. That it doesn't happen has nothing to do with it the solution itself.

orzig•1h ago
Acknowledging, I am not a expert in this stuff, here is an idea: getting momentum for these sorts of things is so important, what is the journal that would be easiest to make a big example of, so that everyone understands that it is possible? Just completely mercilessly drive them out of business, and then hound their executives when they try to get other jobs. It appeals to peoples base instincts, but the last 10 years have shown those are pretty powerful. Then the movement which has formed around that can take down progressively bigger journals. Probably want a different organization building the alternative; the people with the personality to fight at the Vanguard of the revolution don’t tend to be great at building in the long-term.
harshreality•1h ago
Journals are not about providing access to science, much less public access.

Journals are an academic-career-advancement service. It therefore makes sense that they do not pay academics. You don't pay your customers.

That means they need to generate a secondary customer base elsewhere, who will pay. Those secondary customers happen to be the employers of the academics who are the primary customers. That socializes the cost of providing the service, since academics individually wouldn't be willing and able to pay.

Once journals have established a reputation, their policies and paywalls and fees are the result of trying to signal exclusivity and set an optimum market price.

Until the supply side of the research market largely agrees on a way to use open-access repositories like arXiv as a primary career-advancement signal, complaining about closed-access journals is tilting at windmills.

Changing the law to prevent journals from being able to copyright anything could potentially force the research industry to rapidly develop a new solution, but at the cost of short-term chaos and career instability for new academics.

alexwebb2•1h ago
> Robert Maxwell, one of the architects of the for-profit scientific publishing scheme. When he later went into debt, he plundered hundreds of millions of pounds from his employees’ pension funds. You may be familiar with his daughter and lieutenant Ghislaine Maxwell, who went on to have a successful career in child trafficking.

Wow! Surprised that hasn't been mentioned here already. Jumped out to me immediately as a morbidly curious bit of trivia.

alpaca128•1h ago
That reminds me of the recent term "Epstein class". It seems more and more fitting.
arethuza•44m ago
A good biography of Maxwell - "Fall" by John Preston.

And he apparently stole £763m...

snowwrestler•1h ago
I don’t understand why people care so much about the cost of journal subscriptions. If we add up all the revenue from all major scientific journal publishers, is that a big number in the context of the national economy? Or even compared to one major tech company?

I feel like this is one of those classic local minima where a community starving for resources fights vociferously amongst itself because they have internalized that they can’t win externally. From where I sit outside academia the problem with science seems obvious: there is not nearly enough money going into it.

I doubt bringing the heads of for-profit journals would change that under current national conditions in the U.S.

asdff•43m ago
The big pain point is being between jobs where you lose your institutional access to the scientific literature.
alansaber•57m ago
Like some other posters here I think that a paid service is probably a necessary evil for long term quality regulation (although currently it skews too much into evil)
foltik•24m ago
And a non-profit can provide such a service.
bo1024•53m ago
This is not how computer science publishing works, however. Post it on arxiv, submit to a conference, get 3 peer reviews, accepted, “published”. 99% of papers are effectively open access for free.
mathisfun123•51m ago
The title of the article of "science" not "computer science".
haritha-j•50m ago
Arxiv isn't the solution. But i think computer science conferences are. These have the same scientific rigour and standards in the review process as journals in other scientific fields, but don't price gouge. Yes, conferences are also a bit expensive, but you get a lot for your money, and they usally aren't out to make a big profit.
stanford_labrat•44m ago
i am very glad to see others (presumably non-scientists) in this thread dunking on the false paradigm that "peer review = true". anyone who peddles this notion is naive or a moron.

while the author is correct that the for-profit publishing is definitely a negative externality, i can't help but feel they are missing the forest for the trees when it comes to all the other worse issues in academia.

a full explanation of which would be much too onerous for a hn comment, but in no particular order: rampant scientific fraud, waste of tax payer dollars, wage suppression via "students" and visa-dependent laborers (J1 visa abuse), publish or perish evaluation criteria, lack of management training, blatant and rampant racism, etc. etc. etc.

the whole system needs to burn down and be rebuilt from the ground up.

tdb7893•28m ago
My experience with grad school is that they are shockingly stuck in their ways and when it comes to organizational practices. They make even large tech companies look nimble.

Though at least in my field part of that is budgets are so tight it seems like most of the effort is needed to just keep the lights on. I don't see anyone who has bandwidth to help burn things down or rebuild in my department as much of the staff are already working unpaid overtime (and good luck getting funding for hiring many more).

kkfx•32m ago
Science has never been free, and it isn't mostly progressive; like the bulk of the population, it is hyper-conservative without admitting it. So, the first flaw lies in the very social structure of those who practice science.

The second problem, however, is a modern one: the pure, naked, and raw commercialization of science through "publish or perish", whereby the researcher is a Ford-style assembly line worker to be managed and who must be replaceable.

Without a MENTAL paradigm shift, even before a material one, we will only be able to plug small leaks on a ship with a torn hull.

tikhonj•32m ago
Worth pointing out a success story: all ACM publications have gone open access starting this year[1]. Papers are now going to be CC licensed, with either the very open CC-BY[2] license or the pretty restrictive (but still better than nothing!) CC-BY-NC-ND[3] license.

Computer science as a discipline has always been relatively open and has had its own norms on publication that are different from most other fields (the top venues are almost always conferences rather than journals, and turn-around times on publications are relatively short), so it isn't a surprise that CS is one of the first areas to embrace open access.

Still, having a single example of how this approach works and how grass-roots efforts by CS researchers led to change in the community is useful to demonstrate that this idea is viable, and to motivate other research communities to follow suit.

[1]: https://authors.acm.org/open-access/acm-open-for-authors-hom...

[2]: https://creativecommons.org/licenses/by/4.0/

[3]: https://creativecommons.org/licenses/by-nc-nd/4.0/deed.en

renewiltord•30m ago
> Academia is so cutthroat that anyone who righteously gives up an advantage will be outcompeted by someone who has fewer scruples. What we have here is a collective action problem.

And what, pray tell, is this advantage? If there is no utility to anyone in publishing in Science or Nature then how can it be an advantage.

I suspect it’s simply that these guys are a curation service. They separate the cranks from the science. They can be imperfect at this so long as important people separate the cranks from the science.

This kind of winnowing is pretty useful in general. Many universities are pretty much that and people pay to attend them.

It makes sense that a credentialing service would charge for the credential. It doesn’t make that much sense to say “no credentials allowed; you and timecube guy must be considered the same”. I want you to show your credentials. We all do because science is an empirical field and empiricism depends on facts. I cannot process your paper with pure reason.

If you looked under the microscope and saw light I don’t know that you didn’t. At scale I need someone to figure out “this wasn’t a Photoshop situation; that’s totally fluorescence”. Arguing that we should remove these organizations is similar to saying you should remove diplomas and so on. Anyone can continue to attend universities. They just can’t hand out diplomas. So no credentials. Only learning. Simple thing. Or perhaps not so.

The credential is the useful thing.

cs702•28m ago
The OP is exactly right, in my view: the current charade of paywalled-journal "peer review" is broken beyond repair.

See also from the same author:

* https://www.experimental-history.com/p/the-rise-and-fall-of-...

* https://www.experimental-history.com/p/the-dance-of-the-nake...

* https://www.experimental-history.com/p/lets-build-a-fleet-an...

dnautics•25m ago
we should

1) pay reviewers. 2) you can't publish unless a reviewer replicates your work.

yes. It can be done.

https://www.orgsyn.org/

reenorap•19m ago
There should be a journal where it only publishes studies that have been replicated. Too much research slop is being generated for journals and we already know we have a severe reproducibility problem in science right now.
Atlas667•18m ago
Everybody hates capitalism, but no one understands that they do. What you promote as a solution is simply a pebble on the path of the people who want to capitalize.

There are 3 realistic scenarios for your proposed solution:

    - it will not pass

    - it will be reformed later, or, if successful

    - it will just make the capitalists appear at another point in the supply chain
The capitalists design the business models (profit making schemes) and legalize them. This is not an organic development of an industry.

What you hate is capitalism and capitalism will do this to any industry wherever it can attain steady profits.

weirdmantis69•18m ago
The problem with communists always seem to be their math is ridiculously bad. 1 billion in profits to the journals seems like a rounding error in an industry with almost 1 trillion in annual spending.
tastyfreeze•16m ago
SciHub is an amazing resource. I have read so many papers from varied topics out of my personal interest. That would not be possible for me without SciHub. The hold on new papers has stopped me from keeping current. If I were able to also publish papers that others could review that opens "science" to everybody. Then the only benefit of research institutions would be a concentration of big brains. That completely changes the landscape for scientific progress.

SciHub has shown us a new way to spread knowledge to all that are interested. I don't have the rigor for publishing but other individual experimenters might. It would be great if they could contribute to building human knowledge.

I think the only real solution is a distributed federated publishing and review platform. A node would be a library of papers for the host's interests. Just like physical journal collections, bigger institution would host more topics. Anybody can participate in the publication and review process. SciHub nailed storage and retrieval. Review is the hard part. Any rating system can be gamed. It would be very hard to convince people it is trustworthy.

There shouldn't be any prestige in publishing a paper. The prestige comes from being proven correct, from building our knowledge.

sega_sai•8m ago
In astrophysics we now have Open Journal of Astrophysics that is basically an overlay on top of arxiv. https://astro.theoj.org/ It is now catching on with ~ 200 papers published last year, after some of the astro journals started to charge the Golden Open Access publishing fees. I think now people realize how crazy it is to pay for hosting a PDF and for sending your draft to a few referees without paying anything for their work.
0xbadcafebee•4m ago
[delayed]