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Snorting the AGI with Claude Code

https://kadekillary.work/blog/#2025-06-16-snorting-the-agi-with-claude-code
155•beigebrucewayne•13h ago•65 comments

Show HN: Chawan TUI web browser

https://chawan.net/news/chawan-0-2-0.html
143•shiomiru•3h ago•17 comments

What Happens When Clergy Take Psilocybin

https://nautil.us/clergy-blown-away-by-psilocybin-1217112/
35•bookofjoe•2h ago•35 comments

DRM Can Watch You Too: Privacy Effects of Browsers' Widevine EME (2023)

https://hal.science/hal-04179324v1/document
22•exceptione•2h ago•4 comments

Benzene at 200

https://www.chemistryworld.com/opinion/benzene-at-200/4021504.article
165•Brajeshwar•9h ago•92 comments

Show HN: Canine – A Heroku alternative built on Kubernetes

https://github.com/czhu12/canine
136•czhu12•5h ago•65 comments

Retrobootstrapping Rust for some reason

https://graydon2.dreamwidth.org/317484.html
77•romac•3h ago•29 comments

Open-Source RISC-V: Energy Efficiency of Superscalar, Out-of-Order Execution

https://arxiv.org/abs/2505.24363
54•PaulHoule•7h ago•11 comments

OpenTelemetry for Go: Measuring overhead costs

https://coroot.com/blog/opentelemetry-for-go-measuring-the-overhead/
91•openWrangler•9h ago•33 comments

Working on databases from prison

https://turso.tech/blog/working-on-databases-from-prison
668•dvektor•11h ago•434 comments

Show HN: Zeekstd – Rust Implementation of the ZSTD Seekable Format

https://github.com/rorosen/zeekstd
170•rorosen•1d ago•37 comments

Show HN: Nexus.js - Fabric.js for 3D

https://punk.cam/lab/nexus
38•ges•3h ago•14 comments

Blaze (YC S24) Is Hiring

https://www.ycombinator.com/companies/blaze-2/jobs/dzNmNuw-junior-software-engineer
1•faiyamrahman•3h ago

Breaking Quadratic Barriers: A Non-Attention LLM for Ultra-Long Context Horizons

https://arxiv.org/abs/2506.01963
39•PaulHoule•4h ago•17 comments

Nanonets-OCR-s – OCR model that transforms documents into structured markdown

https://huggingface.co/nanonets/Nanonets-OCR-s
272•PixelPanda•18h ago•63 comments

OpenAI wins $200M U.S. defense contract

https://www.cnbc.com/2025/06/16/openai-wins-200-million-us-defense-contract.html
29•erikrit•1h ago•18 comments

ZjsComponent: A Pragmatic Approach to Reusable UI Fragments for Web Development

https://arxiv.org/abs/2506.11016
61•lelanthran•9h ago•42 comments

Is gravity just entropy rising? Long-shot idea gets another look

https://www.quantamagazine.org/is-gravity-just-entropy-rising-long-shot-idea-gets-another-look-20250613/
250•pseudolus•23h ago•218 comments

Show HN: dk – A script runner and cross-compiler, written in OCaml

https://diskuv.com/dk/help/latest/
49•beckford•9h ago•5 comments

Adding public transport data to Transitous

https://www.volkerkrause.eu/2025/06/14/transitous-adding-data.html
46•todsacerdoti•2d ago•0 comments

WhatsApp introduces ads in its app

https://www.nytimes.com/2025/06/16/technology/whatsapp-ads.html
197•greenburger•10h ago•282 comments

Why SSL was renamed to TLS in late 90s (2014)

https://tim.dierks.org/2014/05/security-standards-and-name-changes-in.html
511•Bogdanp•1d ago•222 comments

Start your own Internet Resiliency Club

https://bowshock.nl/irc/
521•todsacerdoti•16h ago•294 comments

Denmark tests unmanned robotic sailboat fleet

https://apnews.com/article/denmark-robot-sailboats-baltic-sea-bfa31c98cf7c93320115c0ad0e6908c5
24•domofutu•3h ago•5 comments

Maya Blue: Unlocking the Mysteries of an Ancient Pigment

https://www.mexicolore.co.uk/maya/home/maya-blue-unlocking-the-mysteries-of-an-ancient-pigment
73•DanielKehoe•2d ago•16 comments

Occurences of swearing in the Linux kernel source code over time

https://www.vidarholen.net/contents/wordcount/#fuck*,shit*,damn*,idiot*,retard*,crap*
138•microsoftedging•2d ago•217 comments

The Renegade Richard Foreman

https://yalereview.org/article/jennifer-krasinski-richard-foreman
14•prismatic•7h ago•6 comments

Transparent peer review to be extended to all of Nature's research papers

https://www.nature.com/articles/d41586-025-01880-9
104•rntn•5h ago•53 comments

Darklang Goes Open Source

https://blog.darklang.com/darklang-goes-open-source/
141•stachudotnet•8h ago•64 comments

Childhood leukemia: how a deadly cancer became treatable

https://ourworldindata.org/childhood-leukemia-treatment-history
292•surprisetalk•1d ago•87 comments
Open in hackernews

Transparent peer review to be extended to all of Nature's research papers

https://www.nature.com/articles/d41586-025-01880-9
104•rntn•5h ago

Comments

jostmey•4h ago
This only addresses a small part of the problem with peer-review. The real problem is that peer reviewers can’t possibly replicate the study, and so are forced to look for inconsistencies in the papers. If the paper doesn’t fit what is expected, it will often be rejected. This can also lead to self-reinforcing views that ignore contrarian data. Also, the data can be made up, and if it makes sense to the reviewers, it is generally not questioned
jxjnskkzxxhx•4h ago
Reading your comment makes me think that you believe that the point of peer-review is to ensure that a paper is correct, or at least that specific aspects of it are correct. Is that the case? What do you think the point of peer-review is?
yupitsme123•3h ago
I'm not the person you replied to, but I think that in the lay world, people do indeed think that peer review is as you've described. If it's not, then maybe it should be?

Research gets cited constantly in public debates and is used for policy decisions, so the public should be able to quickly separate the good from the bad, the "maybe this is true" from the "this is empirically proven."

The public has lost a lot of trust in Science because research papers have been used to push political agendas, which can then never be questioned because doing so means arguing with a supposed peer-reviewed scientific consensus.

thomasfedb•3h ago
Nothing is ever “proven”. There is simply more or less support for a theory or proposition.

Replication and meta-analysis are an important part of this.

Most scientists are in fact very conservative with how they claim their results - less so university PR departments and “study shows” clickbaiters.

jxjnskkzxxhx•3h ago
I approve of this comment.
blix•1h ago
I wish this comment was more representative of my personal experience in science.

Instead I got PIs happy to say that weak evidence "proved" their theory and to try suppress evidence that negatively impacted "fundablity". The most successful scientists I worked with were the ones who always talked like a PR puff piece.

jxjnskkzxxhx•11m ago
What field, may I ask?
JumpCrisscross•3h ago
> public has lost a lot of trust in Science because research papers have been used to push political agendas, which can then never be questioned because doing so means arguing with a supposed peer-reviewed scientific consensus

The public has lost trust in science because 10 to 30% of it is scientifically illiterate [1]. (Tens of millions of American adults are literally illiterate [2].)

That's what lets activists and politicians cherrypick bad science that supports their position or cast a scientific consensus as unquestionable.

[1] https://carsey.unh.edu/publication/conspiracy-vs-science-sur...

[2] https://nces.ed.gov/pubs2019/2019179/index.asp

fc417fc802•1h ago
That's certainly true but I think there's also a very real issue as described by GP. Research gets cited in a political setting as a rhetorical tool. That cycle does a lot to erode trust in the establishment because it incentivizes non-scientists (who are otherwise uninvolved) to behave as though the process is a partisan effort to be interfered with for the benefit of one's "team" rather than an objective pursuit to be funded at arms length for the betterment of society at large.

Obviously reproducing results as part of peer review is not a workable (or even coherent) solution. I don't pretend to have any idea what a solution might be. The obvious issue is that academic publications were never intended as political tools and should not be made into that.

On several occasions I've had interactions with laymen where I found myself thinking "if only you hadn't had access to pubmed and way too much motivation we'd both be better off right now" yet I firmly believe that free and open access to information is a huge net benefit to society on the whole.

kergonath•1h ago
> I'm not the person you replied to, but I think that in the lay world, people do indeed think that peer review is as you've described. If it's not, then maybe it should be?

It is not, and it cannot be. It is unrealistic to expect a referee working in their free time to confirm studies that often cost millions of dollars. This is a fundamental misunderstanding of what peer review is and why it is useful in popular or heavy vulgarised science.

Politicians, journalists, and university press offices are guilty of this, and they are those abusing peer review to give some studies more weight than they deserve.

aDyslecticCrow•4h ago
Bad quality work is a much bigger problem than dishonest work. Systematically well-done research with fake results or data is much rarer than just... lazy bad science.

There is a massive incentive to publish. Inflate the value, inflate the results, and stretch out projects to multiple smaller papers, fake results to make it seem important. This is lazy and fast, and can be caught by a stricter review and scrutiny.

Papers that are properly done all the way through, but with faked data meant to push an agenda, can be disproven by counter research.

fc417fc802•1h ago
> Systematically well-done research with fake results or data is much rarer than just... lazy bad science.

Genuine mistakes, logical errors, and other oversights are even more common than that. For all the issues it has, peer review is quite good at catching the things that it's intended to catch.

yummypaint•2h ago
Have you personally reviewed a non-zero number of papers? What is this statement based on? For a thread ostensibly about science, the comments are disappointingly lacking in evidence and heavy on vibes.

Maybe people could learn about what peer review is before posting their strong feelings about it? The purpose certainly isn't to replicate people's experiments, that happens after publication and not by referees. One of a reviewer's duties is to look at whether the study could be replicated given the included information. That is a very different thing.

Also, just because something has made it past peer review also doesn't mean it isn't controversial in the field.

jostmey•2h ago
I’ve only peer reviewed a few papers. I’ve submitted my share of papers for review

This is my academic profile https://scholar.google.com/citations?user=bxn78bkAAAAJ&hl=en

kergonath•1h ago
> The real problem is that peer reviewers can’t possibly replicate the study, and so are forced to look for inconsistencies in the papers.

This is a misunderstanding of the role of peer review. The point is not to prove that a paper is correct, the point is to ensure a minimum level of quality. You are entirely right that most reviewers cannot hope to reproduce the results presented, and very often for very good reasons. If I write 3 proposals over the course of a year to get some beam line on a neutron source, it is completely unrealistic to expect a referee to have the same level of commitment.

I think this hints at a more profound problem, which is that a lot of studies are not replicated. This is where the robustness of a scientific result comes from: anybody can make the same observation and reach the same conclusions under the same conditions. This is the real test, not whether you convinced 3 or 5 referees.

The real value of an article is not in whether it was peer reviewed (though the absence of peer review is a red flag). Instead, it is in whether different people confirmed its main results over the years that follow publication.

dr_dshiv•4h ago
We need more scientific societies. Modern peer review is super modern. Go back to the origins of science and it was all about a real community—setting high standards and having just a few people decide what to publish. It wasn’t trying to be “objective” — it was just high standards, determined invisibly by the members of the society. “Should we publish this?” asked the society.

Alas, scale ruins everything. Nevertheless, I strongly believe “science is friendship”

aDyslecticCrow•4h ago
That model had some major issues. Too many opposing theories to the "established norm" were dismissed, among things we now know were wrong all along.

Although it could raise the standard of the process itself (methodology, writing) to very high levels, it restricted innovative ideas or unpopular outcomes.

striking•4h ago
Sounds like a recipe for serious inequity to me.
JumpCrisscross•3h ago
> Sounds like a recipe for serious inequity to me

If it works better, it works better. The problem with the society method is it didn't work better than a decentralised scientific system.

aspenmayer•3h ago
One of the weaknesses to such a system is human nature. We want to believe, which leads to farces like Piltdown man, which was a farce by a man called Charles Dawson (not Darwin, not the natural selection guy, though I did a double take at first), against the Geological Society and society at large. The farce wasn’t definitively disproven until 41 years later, which is quite the downside risk of the gentlemen’s club research group gatekeeping scholarly research, but the more things change, the more they stay the same. This is a good thing which seems like it’s in response to grumblings about irreproducibility and bias, but those issues will likely always be with us and must be considered anew each time an experiment is designed, and each time a print run is cut.

I’m having trouble finding a downside besides vote buying or voting rings, now that which way one has voted is now attributable. Can you think of any risks under the new system?

HPsquared•2h ago
The trouble is, scientific research is now a livelihood and career for must published researchers. It's not an aristocratic hobby anymore. The incentives are all different.
eig•4h ago
A good step forward. Reading the referee reports and rebuttals from papers that previously opted in to transparent reviewing was incredibly useful to my own paper publishing process. In many ways Nature is ahead of Science on this.

I hope that making things transparent will help reduce the situation where big labs have an easier time getting their work into high impact journals through relationships with the editor.

aDyslecticCrow•4h ago
This is amazing. The trust of peer review as a stamp of quality among academics is dwindling, and distrust of science among the population is growing (within the increasing politicisation of some areas of research). Transparent peer review raises the bar for both academics and enhances the potential trust in the process.

This is desperately needed as AI could further deteriorate the quality of science if the publishing process is not made more strict. This represents a significant step forward in rigorous science. I hope other publications follow suit.

thfuran•3h ago
>and enhances the potential trust in the process.

I highly doubt it's a meaningful factor in public trust.

Ar-Curunir•3h ago
The general public does not distrust science because peer reviews are not public.
kergonath•1h ago
Right. The general public cannot understand the points that are being made during peer review.
jfengel•3h ago
Of the people who distrust science, how many of them have ever read a scientific paper?

I suspect the number is low. If that's the case, they're unlikely to be more convinced by the presence of published peer review, either.

oerpli•2h ago
I would go further: Anyone who has published a "scientific paper" in the last decade or so either "distrusts science" or is more likely than not a mid-wit at best.

Your posting doesn't give me the impression that you're very familiar with "science".

iorrus•2h ago
Absolutely, the quickest way to lose faith in "The Science" is actually to do Science in a formal research institute....
petschge•1h ago
Seeing how the sausage gets made makes you realize ALL the downsides and things you'd rather not have known. That doesn't mean you can think of a way to fix science. Let alone get the required funding to make an actual attempt.
probably_wrong•1h ago
Isn't that true for everything, though? If I weren't a software developer I wouldn't know that I have to worry about questions like "has this plane been rebooted in the last 51 days?" [1] or "does this bank offer anything other than SMS as second factor?".

Maybe structural engineers feel safer after their Master's when they traverse a bridge, but I bet that's more the exception than the rule.

[1] https://www.theregister.com/2020/04/02/boeing_787_power_cycl...

kergonath•1h ago
> Anyone who has published a "scientific paper" in the last decade or so either "distrusts science" or is more likely than not a mid-wit at best.

That is very unhelpful, to say the least. The amount of noise has increased, but it does not mean that the scientists who know their subject disappeared. They are still around and not any less bright than their predecessors were 30 years ago.

NoMoreNicksLeft•2h ago
>Of the people who distrust science,

Why should anyone trust science? Skepticism should always be the default position. Putting it on a pedestal to be worshipped is what led us all into this mess. If science needs trust to work, then whatever it is doing is something I'd like to see fail.

JumpCrisscross•2h ago
> Why should anyone trust science?

When people talk about those who distrust science, they aren't referring to the carefully sceptical. They're talking about people who come to a conclusion and then reject any evidence against it.

mikeyouse•2h ago
Right. RFK supporters aren’t carefully weighing evidence to arrive at their conclusions, they are blindly following someone who is a mindless contrarian with a 30yr vendetta against vaccines. No amount or quality of peer review is going to change any of their minds.
JumpCrisscross•1h ago
> RFK supporters aren’t carefully weighing evidence to arrive at their conclusions, they are blindly following someone

I'd actually be curious what fraction of his supporters share his views on vaccines. It strikes me as more likely that they like one of his random, idiosyncratic views and are willing to excuse the anti-vaccine nonsense to get those policy outcomes.

fc417fc802•1h ago
That, but also people who take the blanket view that none of the work produced by the scientific establishment is trustworthy. An ironic stance considering that it's the inverse of the blind worship that they accuse others of.
kergonath•1h ago
> That, but also people who take the blanket view that none of the work produced by the scientific establishment is trustworthy.

That’s a red herring. No scientist actually says that. What we say is that on some subjects the evidence is overwhelming and to overcome the current understanding you need compelling evidence and theories, not screeches about bias and liberal elites.

No. We are not going to take seriously someone’s pet theory about a new perpetual motion machine, or cold fusion, or lack of global warming, or the ineffectiveness of vaccines, or anything that is contrary to massive amounts of accumulated evidence.

fc417fc802•1h ago
I think you misread my comment? I'm talking about the non-scientist naysayers.
kergonath•1h ago
I just think we do not disagree.
kergonath•1h ago
> Why should anyone trust science? Skepticism should always be the default position.

Skepticism is not anti-scientific. Hell, distrusting results and theories is not anti-scientific. Distrusting the scientific method is. There is a difference.

> Putting it on a pedestal to be worshipped is what led us all into this mess.

Scientists did not ask for this. Amongst all high profile politicians, those who whine about science becoming political are those who made it so, by taking contrarian positions to rile up their voter base. Most people who make this point are not being honest. If you are, you should make specific arguments rather than rehash propaganda.

aDyslecticCrow•1h ago
I think there are a few groups and reasons of distrust. Some more or less valid.

Those that distrust authority as a whole and lean into conspiracies cannot be saved with this kind of thing.

But i think news and science are having similar perception issues recently.

Distrust for news growing among the average population (for some good reasons). People are loosing faith in the objectivity of established media organisations. Most people are exposed to science through these traditional news.

So adding back some sense of confidence and authority to scientific institutions is very valuable to non-academics. Even if they themselves would not read the papers or revews.

kergonath•1h ago
> The trust of peer review as a stamp of quality among academics is dwindling

The thing is, peer review is not a stamp of quality, and never was. It is just the basic level of due diligence. The referees cannot reproduce the results most of the time for a lot of very good reasons. They are here as a sanity check, to ensure that the work avoided common pitfalls and actually makes sense.

What most people do not understand is that articles are not good because they are peer-reviewed; it’s the lack of peer review that is a red flag. Amongst reviewed articles, a lot of them will turn out to be wrong or flawed in ways that are impossible for the reviewers to find out.

probably_wrong•3h ago
I want to stick my neck out to say that this has the potential of being very bad for science.

Imagine saying "no" to a researcher with a big social media profile. Imagine 4chan coming at you with style-detection and deanonymization tools simply because their favorite racist or antivaxer got their nonsense rejected and sent their followers after you. And this is not just me feeling this way - quoting myself from a previous comment, and according to the ACL's 2019 survey [1], "female respondents were less likely to support public review than male respondents" and "support for public review inversely correlated with reviewing experience".

A measure that women ~~and inexperienced researchers~~[2] do not support is a measure that favors only those who are already part of the club.

[1] Original here (currently offline): http://acl2019pcblog.fileli.unipi.it/wp-content/uploads/2019..., summary here: https://www.aclweb.org/adminwiki/images/f/f5/ACL_Reviewing_S...

[2] This part has been correctly pointed out as being wrong.

JumpCrisscross•3h ago
> Imagine saying "no" to a researcher with a big social media profile

"The identity of the reviewers will remain anonymous, unless they choose otherwise — as happens now."

(Also "support for public review [being] inversely correlated with reviewing experience" means inexperienced reviewers are more likely to support it. Not less.)

probably_wrong•1h ago
You are correct about the second point - I'll strike it through once I find out how.

As for the anonymous part, that's why I wrote "with style-detection and deanonymization tools". If the Internet could find Shia Labeouf's flag in a day [1], could they find a reviewer based on their writing?

[1] https://www.dailydot.com/unclick/4chan-shia-labeouf-secret-l...

herewulf•1h ago
Translate into $RANDOM_LANG and then back to English. The perfect prose obfuscator.
b59831•3h ago
What is the alternative?

Or are you just for creating classes of people that just can't be critiqued in any circumstance?

This kind of sounds like, 'Wont anyone think of the grifters?!'

probably_wrong•1h ago
I know every area is different but the "grifters" in the area of Computational Linguistics (the ACL) are "any volunteer[1] whose paper has been accepted at least once", meaning anyone from PhD students to professors and industry researchers.

Not all academia is Elsevier.

[1] This policy has been altered recently, though, and now submitting a paper comes with reviewing duties.

leereeves•1h ago
> support for public review inversely correlated with reviewing experience

"Inversely correlated" means that inexperienced researchers were supportive, not:

> A measure that ... inexperienced researchers do not support ... a measure that favors only those who are already part of the club

lenerdenator•3h ago
I only got as far as undergraduate research assistant in the academia racket, so maybe I'm not "with it" in the way serious researchers are, but is this to suggest that this wasn't being done, by default, on everything already?
fc417fc802•1h ago
Any reputable journal had a reasonably robust peer review process (exact details vary of course) but historically it was strictly confidential. Only over the past perhaps 2 decades has a process where reviews are made public begun to gain mainstream support.
trelane•1h ago
> You have full access to this article via your institution.

I would suggest to Nature that this phrase hints at much larger a problem than showing authors arguing with Reviewer 2.