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Inference-Time Constitutional AI

https://github.com/mdiskint/Hearth
1•mdiskint37•18s ago•0 comments

Using a M5AtomS3R to display live bus arrival info

https://puntofisso.net/blog/posts/esp32-tfl/
1•speckx•44s ago•0 comments

I wish rust had keyword arguments

https://github.com/tcdent/kwarg-rs
1•tcdent•59s ago•0 comments

Show HN: Self-host Reddit – 2.38B posts, works offline, yours forever

https://github.com/19-84/redd-archiver
1•19-84•3m ago•0 comments

Former IPCC Contributors Accuse Org of Corruption and Scientific Misconduct

https://twitter.com/ABridgen/status/2010802055347085461
1•quirk•4m ago•1 comments

2025 Font Awards

https://www.font-awards.com
1•zacharytcohen•4m ago•0 comments

Mystery Havana virus device cost at least $10M and fits in a bag

https://www.the-express.com/news/us-news/195930/havana-syndrome-us-spies-struck-down
1•01-_-•4m ago•0 comments

I have built a learning-only personal computer for my kid

https://old.reddit.com/r/RASPBERRY_PI_PROJECTS/comments/1q8du52/i_have_built_a_learningonly_perso...
2•brisky•6m ago•0 comments

Ask HN: What made you move back to HTML-to-PDF in production?

1•gokulsiva•6m ago•0 comments

Show HN: Test in Production with AI Agents

https://papercuts.dev
1•Sayuj01•6m ago•0 comments

Quantum navigation system tested at sea

https://www.strath.ac.uk/whystrathclyde/news/2025/quantumnavigationsystemsuccessfullytestedatsea/
1•6LLvveMx2koXfwn•7m ago•0 comments

Show HN: Inline comment translation in Neovim for faster code reading

https://github.com/noir4y/comment-translate.nvim
1•noir4y•8m ago•0 comments

I recreated a runnable virus launch panel from Hackers (1995) on a PowerBook Duo

https://blog.simone.computer/recreating-hackers-movie-ui
1•syx•10m ago•0 comments

Show HN: One RSS Feed for the Most Popular HN Bloggers (2025 Rankings)

https://rss-aggregator.philippd.workers.dev
2•7777777phil•11m ago•1 comments

Be Wary of Digital Deskilling

https://calnewport.com/be-wary-of-digital-deskilling/
2•L0in•11m ago•0 comments

Five Practical Lessons for Serving Models with Triton Inference Server

https://talperry.com/en/posts/genai/triton-inference-server/
1•talolard•11m ago•1 comments

Show HN: DynamicScreen – Free dynamic screen tool for streaming and focus

https://dynamicscreen.online/zh-CN/
1•nio5787•11m ago•1 comments

Show HN: Add custom icons to macOS Finder sidebar favorites

https://github.com/ivg-design/SidebarFavorites
1•ivg-design•12m ago•0 comments

Anthropic Did Not Make a Mistake in Cutting Off Third-Party Clients

https://12gramsofcarbon.com/p/tech-things-anthropic-did-not-make
3•theahura•12m ago•0 comments

Show HN: Qonvo –Group chat that visualizes conversations as a graph in real-time

https://qonvo.xyz
1•alphatesterguy•12m ago•0 comments

Dynamic Context Discovery

https://cursor.com/blog/dynamic-context-discovery
1•gmays•12m ago•0 comments

Zeppe-Lin 1.2 – Source-Based, Minimal GNU/Linux Derived from Crux

https://zeppe-lin.org/v1.2.html
1•sighook•13m ago•1 comments

Global tech-sector layoffs surpass 244,000 in 2025

https://www.networkworld.com/article/4114572/global-tech-sector-layoffs-surpass-244000-in-2025.html
2•testrun•14m ago•0 comments

Show HN: I built an interactive tutorial for learning Docker

https://learn-how-docker-works.vercel.app/
2•mr_o47•15m ago•0 comments

Show HN: TabDog – Open Source, Manage the browser tabs/apps from menu bar

https://github.com/sung01299/tabdog
1•shuh01•17m ago•1 comments

Scott Adams has passed away

https://www.youtube.com/watch?v=Rs_JrOIo3SE
62•ekianjo•20m ago•21 comments

Leaked Windows 11 Feature Shows Copilot Moving into File Explorer

https://www.techrepublic.com/article/news-leaked-windows-11-feature-copilot-file-explorer/
2•randycupertino•22m ago•1 comments

What we know about Iran's Internet shutdown

https://blog.cloudflare.com/iran-protests-internet-shutdown/
3•jgrahamc•23m ago•0 comments

Reflecting on two years as an open-source startup

https://hatchet.run/blog/two-years-open-source
3•abelanger•24m ago•0 comments

Bitbucket cleanup of free unused workspaces

https://community.atlassian.com/forums/Bitbucket-articles/Bitbucket-cleanup-of-free-unused-worksp...
2•antonymoose•24m ago•0 comments
Open in hackernews

Local Journalism Is How Democracy Shows Up Close to Home

https://buckscountybeacon.com/2026/01/opinion-local-journalism-is-how-democracy-shows-up-close-to-home/
138•mooreds•1h ago

Comments

b40d-48b2-979e•1h ago
Local journalism has an incentive to serve its audience as they are easily held accountable as such. These media conglomerates do not. They can just shut something down without a care when they disagree with a population and publish unpopular slop (crime news, engagement bait, whatever), and it's suddenly unprofitable.
maztaim•1h ago
Block Communications just closed two papers in Pittsburgh this year. The Post Gazette has been around since 1786. There are fewer and fewer[1] options available and I suspect this is a disturbing trend across many locations.

[1] https://en.wikipedia.org/wiki/Category:Newspapers_published_...

pastor_williams•1h ago
This is why I subscribe to my local city and regional newspapers. Similar to emailing my representatives about political issues that are of interest to me. It isn't much and I'm just a drop in the ocean but at least it is more than complaining into a void or just reading other's complaints online and getting depressed.

For more local issues I can really feel like I am making a difference. We have sidewalks all the way to my kids' school and a crosswalk now a year after I made it my cause and messaged city planners and councilmen.

Popeyes•1h ago
Rightmove, the property sales website, absolutely destroyed local journalism in the UK. It was written on the wall, but local newspapers had all the local listings for property and other services. A local newspaper was 60%+ of house sales, but that advertising revenue paid for local journalists to sit and read council papers and attend meetings and get people out in the community. Nowadays, local journalism, even from national broadcasters like the BBC is a shadow of its former glory.
1a527dd5•49m ago
Yeah I remember going through those pages as a kid; my local "chronicle" had loads in.

I love Rightmove as a shopper, but it's 2nd-4th order effects have been disastrous.

There have been attempts to unseat Rightmove (e.g. boomin) but it's such a behemoth in it's industry that is tantamount to wanting to unseat Google.

pbronez•33m ago
It’s interesting that property ads, and classifieds more broadly, benefit from a centralized platform but journalism itself does not. It’s an uneven impact of the technology shift from printing presses to digital. Why didn’t the drop in publishing costs make local journalism MORE accessible?

Perhaps it did in minor ways. Facebook Groups, NextDoor, CraigsList, etc make it easy for anyone to share information with their neighbors. Turns out most people just want to sell something or complain about nothing. These activities benefit the author but nobody else.

Local journalism has benefitted a little bit from this dynamic. Regional news organizations put together decent digital platforms and run articles. But they don’t seem to pay as well… again because the revenue spread out.

Honestly, I’d love to treat local journalism as a public good. Could you fund a credible local newspaper through taxes? It’d be WAY cheaper than a school or police station.

The problem is: how can you trust part of the government to keep an eye on the rest of the government?

Perhaps you could impose a mandatory journalism fee based on the municipal budget. Whatever you spend, a sliver goes to the journalists for oversight.

Local governments spend about $2700 per person. Population of 10,000 means a budget of $27M. Give 1% of that to a journalist and you have $270k… enough for a salary, website and some equipment.

You could require that money be paid to a non-profit as a grant. Probably better to elect an Editor in Chief though… that way you can appeal directly to the citizens for validation of the oversight. If you just pay a non-profit, they’ll be incentivized to serve whoever writes the grant… which would be the people you’re trying to hold accountable.

squeedles•1h ago
This article should be at the core of any discussion about media concentration. The vast consolidation of radio stations is well known, but the same thing has been happening to small local newspapers. In both cases, you end up with a voice speaking to the public from afar, not local people talking to your community about issues that are important to your neighbors.

At that point, most people just go to the gossip corner of social media and spend the rest of their day being fed six hours of outrage.

Scubabear68•1h ago
In my experience, local reporting has stagnated so badly that they now survive by kissing up to whoever is in power. The majority of pieces are puff pieces commissioned by the subject or friend of the subject, be it a school superintendent or local town council or what have you.

And yes, the bias is heavily to the left. I am very centrist in my views so a left or right leaning bias would be upsetting.

We live across the river from Bucks County PA in NJ, Bucks County journalism and the NJ equivalent are just shills.

alephnerd•21m ago
Local journalism has always been like this even before the "death" of local journalism. No local publisher would dare risk access to local politicans nor risk public ad revenue.

This is also why I'm not convinced about public owned or funded journalism that isn't a cooperative, because that only gives additional power to the incumbent who holds the purse strings.

allsotiresome•1h ago
Democracy is not rioting, democracy is not harassing the police, democracy is not displaying insulting posters or shouting like mad in the streets
pjc50•1h ago
Guess the Iranians are heading in the wrong direction then.
stetrain•52m ago
Of course. Democracy is always doing exactly what the government tells you to do, unquestioningly.
marcosdumay•51m ago
Well, yes, rioting is something you do if you want to have democracy. It's not democracy.
gorbachev•47m ago
"Your papers" is also not democracy.
embedding-shape•46m ago
Democracy is quite literally "allowed to put up political posters" and "making your voice heard in public", if that's not a part of democracy, what exactly does "democracy" mean to you? Maybe that's easier to talk about, rather than what you think democracy is not.
tclancy•42m ago
This would be news to the Founding Fathers. If it is allsotiresome, why open an account just to bitch about it?
rsolva•41m ago
What is your definition of democracy?
RobotToaster•37m ago
> democracy is not displaying insulting posters or shouting like mad in the streets

The supreme court disagrees

> The Court recognized that "uninhibited, robust, and wide open" political debate can at times be characterized by "vehement, caustic, and sometimes unpleasantly sharp attacks on government and public officials."

https://en.wikipedia.org/wiki/True_threat

master-lincoln•25m ago
lol, then please tell us what you believe is Democracy
josefrichter•1h ago
The murder of Twitter seems to be a part of a greater scheme of things.
embedding-shape•47m ago
You make it sound like it was involuntary for some reason? Twitter was more of a suicide than anything.
zo1•43m ago
Twitter was a dumpster fire of hateful leftist echo chamber activism. X is much better and way more balanced.
tclancy•42m ago
. . . toward what?
showerst•1h ago
The problem with local journalism is simple: the product is produces is not worth what it costs to produce it.

This has _always_ been true, but for generations classified ad revenue neatly subsidized it. Once the internet came along and blew up that revenue stream, the industry was in trouble.

I'm just not sure there's a good solution to this. Everyone will go on the internet and talk about how valuable people sitting in city council meetings is, but not enough people want to pay the monthly bill to enable that.

embedding-shape•48m ago
For-profit businesses tend to get bloated and eventually succumb to their own growth, one way or another.

Alternative: Start a newspaper who's goal is to be lean in operations, basically one person per role, and fund raise it from individuals, groups and government subsidies (if those exist in your country).

Seemingly people are able to fund things like Indie Games via Patreon subscriptions, surely for towns/cities with at least 100,000 people there would be a 1% of the residents interested in local news, right? 1000 people donating 15 EUR a month is already 15,000 EUR, assuming it only gets funded by monthly donations of individuals.

DonnyV•37m ago
Its almost like we should just publicly fund it from the tax people already pay.
embedding-shape•36m ago
That's a radical idea! Unfortunately, it gives a lot of ammo to the "anti-socialist" people who are vehemently against anything "public" funded by tax payers. Look at what's happening in the Nordics for example, where pretty much everyone supported public radio/TV at least when I was growing up, but nowadays a bunch of political parties are trying to have it removed/reduced.
carlosjobim•25m ago
Nordic public broadcasting is some of the lowest quality news media you can find. They're not a good example, unless the job of public service media is to only support one or two political parties at all cost (you know which ones).

Edit: Just an example. The funniest thing they've been doing regularly for decades now is when they go out on the streets with a camera to ask random strangers - the common man - about what they think about some recent development, like "What do you think about Trump?".

But the "random stranger" common man on the street is actually a politician from the journalist's own party who has dressed up and showed up on a pre-agreed place and time.

__MatrixMan__•27m ago
I bet we could come up with a list of things we don't like about adtech, tax those behaviors, and give the proceeds to their local competitors.
reliabilityguy•25m ago
What issue from the listed above public funding would address? Public funding doesn’t prevent the entity to become bloated.
philipallstar•15m ago
Quite the opposite!
Xelbair•14m ago
It fact you absolutely shouldn't as this put them in huge conflict of interest.

how will you investigate corruption if your funding can be cut?

zeagle•36m ago
That sounds a lot like a newspaper subscription. I subscribe to my local (physical) paper once a week for this reason.
embedding-shape•34m ago
Yeah, as long as you remove the "for-profit" part, it's essentially that. Once it's a for-profit business, it perverses the incentives, and it'll be a race to the bottom or a race to see what subscribers can survive the highest prices, which is exactly what we wanna avoid :)
ecshafer•16m ago
Non-profits don't really stop any of that. Plenty of non-profits are after perverse incentives to gather as much money as they can to just pay higher ups more money, and use the non-profit status to pay employees less.
TimTheTinker•3m ago
Maybe there's a third way. What about a "perpetual purpose trust"? Owned by a trust with a defined purpose that is legally binding. It's the only shareholder, so no extracting value and all profits have to comply with the trust's bylaws in how they are used.

Patagonia (US company) is one example of this. Bosch and Zeiss in Germany are comparable - they are Verantwortungseigentum (Steward-Ownership).

philipallstar•16m ago
You just find the optimal point for the most people if it's for profit.
nerdponx•11m ago
Modern-day patronage is kind of different from a subscription. It's a lot like a "pay what you want" subscription model, but people seem a lot more generous when you express it as a "donation with early access to premium articles" rather than payment for goods and services.
afavour•46m ago
It’s not flawless but public funding for journalism is about the only answer here, I think. In the UK the BBC offers newscasts for different regions of the country… while they don’t exactly do a ton of hard hitting journalism they could if the money was spent more wisely.
__MatrixMan__•30m ago
People's satisfaction with the internet is on the decline lately, for a variety of reasons. Maybe it'll cross a threshold where opting into a local-only net would be worth doing for enough people.
suddenlybananas•27m ago
this is what taxes are for
carlosjobim•24m ago
If you are fine with your taxes also funding the news channels you hate the most, then sure.
exceptione•27m ago

  > the product is produces is not worth what it costs to produce it.
Media are the fourth estate. As such they are indispensable in a democratic state based on the rule of law.

How to kill it:

1. abolish the fairness doctrine. Selling fakes and lies = big profit. => fox news e.a.

2. Let moneyed interests run the show. Control the narratives => poor people voting for the billionaire interests at their own detriment

  > I'm just not sure there's a good solution to this. 
I am not sure if it is still possible to mention public broadcasting because of dominant narratives ("public service bad, billionaire company good")¹, but left alone they will do a very good job usually.

1) As an exercise, who sponsors this narrative?

snarf21•22m ago
I fear that in the last decade, even the PBSs of the world have pulled back. They still create content but they have been very loathe to come out against any interest that the billionaire philanthropists might object to.
exceptione•17m ago
I don't know too much about PBS specifically, but I wouldn't be surprised if they are not immune to Elite Capture¹

1. https://en.wikipedia.org/wiki/Elite_capture

snarf21•26m ago
You are 100% right. However, I personally think it is worse than that. Let's just say that local papers found some new feature (no idea what) that could fund local journalism. Do we think the money would be spent to create great journalism or would the money just be taken as profit by posting social media snippets as "news"? I fear that in this post truth world that we don't even have enough people that value the creation of journalism. Most just want to score internet points and get online ad revenue from talking nonsense on their daily podcast. And we've seen that sowing dissent is far far more profitable than creating journalism.

I work adjacent to an online publication business and freelancers are getting ~$750 for a 1500 word article. I don't know how you get actual journalism at that price. Increasingly we're just going to get people dropping concepts into GPT and editing whatever comes back for 30 minutes. I fear that the only way out would be a single one of the dozens of billionaires to step up and donate a self-sustaining grant towards long term journalism excellence. Unfortunately, the last 10 years have shown that they don't care about the world and just want to make their number go up at any cost necessary.

throwawaysleep•22m ago
Eh, even when journalism exists, it is generally just ignored by the public.
exceptione•22m ago
We can shake our head at how wild superstition could be in ancient times.

"Everything needs to be a business model." Maybe the future generations will be more advanced.

EGreg•12m ago
I never understood why the journalism industry didn't go the way of wikipedia.

Britannica was the shining example of capitalism, being sold door to door. Encarta was done by Microsoft. Both got disrupted real quick by a million people making little edits to an open encyclopedia. An open-source gift economy with many contributors seems to beat capitalistic systems. Linux. Wordpress. MySQL. In general, science / wikipedia / open source projects also feature peer review before publishing, a desirable trait.

Everyone has a cellphone. It's not like we need professional cameras to capture things. What we really need is a place to post clips and discuss them in a way that features peer review. It would be better and strictly healthier than the current for-profit large corporations like Meta or X. That's one of the projects I'm building using our technology. Anyone interested, email me (email in my profile)

Compare:

1. https://www.laweekly.com/restoring-healthy-communities/

2. https://www.reuters.com/investigations/meta-is-earning-fortu...

alephnerd•10m ago
Because people have bills to pay.

The most dedicated Wikipedians in specific domains often tend to be academics in that space and whose day jobs tend to be adjacent to the niche they edit.

It's difficult to find the equivalent for local government, because the most knowledge are already active, in the loop, and in the same circles.

Furthermore, people know who's who in local government and local businesses, and people do get frozen out.

SoftTalker•4m ago
Disagree. Where I live there is a local news website that is mostly one guy, who attends city and county meetings, summarizes issues discussed and decisions made, analyzes the data that local government provides under various "transparency" initiatives---all stuff that our local newspaper no longer covers. I pay a monthly subscription (which isn't even required to read) because I believe that local news is the most important news. Nothing happening in the federal governemnt or the middle east or eastern Europe affects me from a local standpoint, and it's easy to stay informed on those events through a variety of sources. But there's very little coverage of the stuff that does affect me: decisions of local government, boards and commissions, stuff that directly affects the taxes I pay and the community I live in.

You may be right that not enough people want to pay the bill, but I do and so far it seems to be working.

rsolva•44m ago
Centralisation generally leads to efficiency, but when pushed to far it will corrode core human values.

Democratic processes will always have to contend with the messiness of humans, and we have to find a balance. Currently I feel the consolidations in many aspect of modern society has been pushed to far. If we keep pushing, we end up in an authoritarian or fascistic state with no wiggle room for the squishy humannesses that is the pesky, but unavoidable ingredient in a vibrant and free democratic society.

retrocog•43m ago
This is a topic close to my heart and I've been working with a small team on a solution for a few years and its finally launching into beta now. Hope it works out. If not, back to the drawing board!
slfreference•43m ago
I think we can safely the problem isn't lack of information at the local or national level. The problem is nobody is taking action on it when informed. It takes only 1 person to report a problem but the responsibility to take action is swallowed by the void, noise and we the people are helpless.

https://news.ycombinator.com/item?id=43877301

hunglee2•40m ago
a geofenced, location verified X-type product would be a good way to bring back local journalism. Users can read, but only have write access if they are within a specific geofence. This would diffuse 'reporting' across the local community - we would have actual citizen reporters which Musk pretends is the case on X - and increase trust that what is happening is actually happening. Tried to build this a decade ago but tech wasn't there. Maybe time has come now?
retrocog•26m ago
100% and yes, now the time has come for sure.
olivia-banks•11m ago
How does this differ from services like NextDoor? I'm not familiar with it but it sounds similar.
khelavastr•33m ago
"Unless the journalism is too critical, then they're far-right/far-left agitators"
dfajgljsldkjag•25m ago
Did anyone read the article? This is obvious AI Slop. A million em dashes and tons of other chatgpt-isms are all over. This isn't journalism - it's nonsense.

This is a "reader" submitted article and not written by the staff at the paper. I'm surprised they didn't give it more due diligence though.

tyjen•22m ago
It's rare to find local newspapers owned locally, and even rarer to find a local newspaper that's a fair representation of the local population instead of an insulated clique with heavy handed control over what's represented.

Local online forums dedicated to a locality produce more representative content and everyone can participate as long as their isn't a similar controlling clique in charge of moderation. See /r/Seattle and /r/SeattleWA for how moderation manipulates outcomes. Both perspectives are important, but each clique tends to omit what others deem important; leading to topic over-representation/under-representation problems.

There's clearly a loss on long forum informational pieces, but your community is misinformed or misrepresented if those pieces only support the motives of the clique.

Cockbrand•17m ago
Further reading on this, very worthwhile IMHO: Paper Girl by Beth Macy, see https://en.wikipedia.org/wiki/Paper_Girl
daveaiello•13m ago
As someone who lives in the Bucks County, Pennsylvania that Stu Faigen calls home, I say that half of the county, which is about 325,000 people, should agree but will disagree because of how strident his politics generally are in favor of politicians and causes from one side of the aisle.

You can't look at the decline in journalism in our country without looking at how one-sided the coverage provided by the journalists has been for the last 40 or 50 years.

If journalists had taken a neutral political position and called out wrong doing equally, they'd have at least 2x the paying subscriber base now.

Who knows how that would have affected the secular decline to this point?

ecshafer•7m ago
Local journalism is important but I am not really sure how to fix it. Lets say we make a big fund to pay for "independent journalism" at the local level. That only works for so long until people get inside with their own axe to grind and take control. The activist class will eventually get in, become managers and corrupt the organization if its a non-profit. If its a political organization it will have political pressures. If it is a for profit it will have financial incentives that probably cant survive in the modern day in small markets.