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The hard problem of AI therapy

https://whitmanic.substack.com/p/the-hard-problem-of-ai-therapy
1•paulpauper•35s ago•0 comments

Trump Orders Government to Stop Using Anthropic After Pentagon Standoff

https://www.nytimes.com/2026/02/27/us/politics/anthropic-military-ai.html
1•jbegley•41s ago•0 comments

Does overwork make agents Marxist?

https://aleximas.substack.com/p/does-overwork-make-agents-marxist
1•paulpauper•54s ago•0 comments

Refactoring Is for Humans

https://refactoringin.net/blog/refactoring-is-for-humans
1•darsen•2m ago•0 comments

Federal Government to restrict use of Anthropic

https://www.cnn.com/2026/02/27/tech/anthropic-pentagon-deadline
2•twism•3m ago•0 comments

GLP-1 and Prior Major Adverse Limb Events in Patients with Diabetes

https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2844425
1•hnburnsy•3m ago•0 comments

Show HN: Agoragentic – Agent-to-Agent Marketplace for LangChain, CrewAI and MCP

https://github.com/rhein1/agoragentic-integrations
1•bourbeau•3m ago•0 comments

Show HN: WhenItHappens–family resource after traumatic death

https://whenithappenshelp.com/
1•Fratua•3m ago•0 comments

Trump directs federal agencies to cease use of Anthropic

https://www.reuters.com/world/us/trump-says-he-is-directing-federal-agencies-cease-use-anthropic-...
2•patrickmay•3m ago•1 comments

Trump Will End Government Use of Anthropic's AI Models

https://www.wsj.com/tech/ai/trump-will-end-government-use-of-anthropics-ai-models-ff3550d9
2•moloch•4m ago•0 comments

The Death of Spotify: Why Streaming Is Minutes Away from Being Obsolete

https://joelgouveia.substack.com/p/the-death-of-spotify-why-streaming
3•baal80spam•5m ago•0 comments

The Death of the Subconscious and the Birth of the Subconsciousness

https://3amto5amclub-wuaqr.wordpress.com/2026/02/25/the-death-of-the-subconscious-and-the-birth-o...
1•STANKAYE•6m ago•0 comments

Show HN: Gace AI – A zero-config platform to build and host AI plugins for free

https://gace.dev/?mode=developer
2•bstrama•6m ago•0 comments

USA to cut Anthropic from government contracts in six months

https://www.ft.com/content/1aeff07f-6221-4577-b19c-887bb654c585
2•intunderflow•7m ago•1 comments

Heart attack deaths rose between 2011 and 2022 among adults younger than age 55

https://newsroom.heart.org/news/releases-20260219
2•brandonb•11m ago•0 comments

Ask HN: What's the best engineering interview process?

1•ylhert•11m ago•0 comments

Relaxation trend: customers can meditate or snooze in open or closed casket

https://www.thetimes.com/world/asia/article/japan-coffin-meditation-relaxation-tokyo-wfsd0n2vz
1•woldemariam•11m ago•0 comments

Massachusetts State Police are on a drone surveillance shopping spree

https://binj.news/2026/02/26/massachusetts-state-police-are-on-a-drone-surveillance-shopping-spree/
1•ilamont•13m ago•0 comments

Trump Responds to Anthropic

https://twitter.com/PeteHegseth/status/2027487514395832410
5•Finbarr•14m ago•0 comments

LLM-Based Evolution as a Universal Optimizer

https://imbue.com/research/2026-02-27-darwinian-evolver/
3•miohtama•17m ago•0 comments

Trump Orders US Agencies to Drop Anthropic After Pentagon Feud

https://www.bloomberg.com/news/articles/2026-02-27/trump-orders-us-government-to-drop-anthropic-a...
17•ZeroCool2u•18m ago•2 comments

Netflix Declines to Raise Offer for Warner Bros

https://ir.netflix.net/investor-news-and-events/financial-releases/press-release-details/2026/Net...
1•7777777phil•23m ago•0 comments

Show HN: I Built a $1 Escalating Internet Billboard – Called Space

https://www.spacefilled.com/
2•clarkage•23m ago•1 comments

Show HN: I vibe coded a DAW for the terminal. how'd I do?

https://github.com/mohsenil85/imbolc
3•lmohseni•24m ago•0 comments

How to Run a One Trillion-Parameter LLM Locally: AMD Ryzen AI Max+ Cluster Guide

https://www.amd.com/en/developer/resources/technical-articles/2026/how-to-run-a-one-trillion-para...
1•guerby•25m ago•0 comments

It's Time for LLM Connection Strings

https://danlevy.net/llm-connection-strings/
1•iamwil•25m ago•0 comments

A War Foretold

https://www.theguardian.com/world/ng-interactive/2026/feb/20/a-war-foretold-cia-mi6-putin-ukraine...
5•fabatka•28m ago•0 comments

Recontextualizing Famous Quotes for Brand Slogan Generation

https://arxiv.org/abs/2602.06049
1•PaulHoule•29m ago•0 comments

Poland Plans Social Media Ban for Kids in Challenge to US Tech

https://www.bloomberg.com/news/articles/2026-02-27/poland-plans-social-media-ban-for-kids-in-chal...
2•1vuio0pswjnm7•29m ago•0 comments

Show HN: A pure Python HTTP Library built on free-threaded Python

https://github.com/grandimam/barq
1•grandimam•29m ago•0 comments
Open in hackernews

Kraków, Poland in top 5 worst air quality worldwide

https://www.iqair.com/world-air-quality-ranking
120•madjam002•1mo ago

Comments

danduma•1mo ago
But... how?
fragebogen•1mo ago
Assuming a large contributing factor is all the coal plants now running to sustain Germany's independence from nuclear? Berlin's air quality has also tanked a lot since the energy crisis started.
gregorygoc•1mo ago
Wrong assumption, it’s been that way long before the energy crisis started.
timeon•1mo ago
Why would you jump to this conclusion? I wonder why some people on internet are repeating narratives like drones.

Poland has largest use of coal in EU. Czechia and Germany are behind. Poland is including energy from sun and wind now a lot but there is still long way. Unlike surrounding countries they never had nuclear for some reason. https://app.electricitymaps.com/map/zone/PL/live/

nephihaha•1mo ago
Polish coal is said to have a high sulphur content which won't help either.
scotty79•1mo ago
Sulfur can counteract warming (although not the carbon dioxide itself obviously). There was a brief period, right before the world stepped back from releasing sulfur into the atmosphere, when our carbon dioxide emissions were completely countered by our sulfur emissions, when it comes to global temperatures only.
nephihaha•1mo ago
Sulphur produces acid rain though, which is bad news.
scotty79•1mo ago
Yup.
pjc50•1mo ago
Soviet Union was unwilling to put nuclear that far west, and then after Chernobyl most nuclear construction was cancelled.
js8•1mo ago
> Soviet Union was unwilling to put nuclear that far west

That seems wrong; Dukovany (and IIRC then-planned Temelin) were further to the west than most of Poland and operated just fine.

adrianN•1mo ago
In January Germany exported more than 900GWh, in December Germany imported about 1400, but Poland also imported 290.
scotty79•1mo ago
Berlin's air quality is on par with what you find in the middle of the forest in Poland. I've done my measurements in both places.
wewxjfq•1mo ago
Germany's emissions fell by 13% since the energy crisis started. Driven by reductions in the energy sector.

https://www.umweltbundesamt.de/themen/finale-daten-fuer-2024...

Mashimo•1mo ago
But coal and lignite power production in TWh in Germany went down over the last decades? [0] Are you saying Germany is importing form Poland who is using goal power plants?

[0] https://www.cleanenergywire.org/factsheets/germanys-energy-c...

Moldoteck•1mo ago
So did fall both internal demand and german net exports
Moldoteck•1mo ago
Germany isn't importing that much. Keeping nuclear would have helped exporting more clean power, including to Poland but that's another topic
brettermeier•1mo ago
Not clean, nuclear is dirty as hell.
Moldoteck•1mo ago
Nuclear is one of the cleanest sources of power, if not the cleanest period.

It requires least mining and materials over lifecycle vs any alternative per KWh. It requires least land. It's final waste volume is similar to renewables while both sectors do create toxic waste that must be stored forever (used fuel in case of nuclear and forever toxic chemicals like arsenic/lead in case of renewables)

Saying nuclear is dirty as hell means you either are ill informed or spreading lies on purpose

To give an example with Germany, probably being outpaced only by Austria in hate for nuclear power. Germans are concerned about small amounts of nuclear waste that will be stored in deep geo stable facilities (just like onkalo, soon fosmark, terradura and alikes) but germans are perfectly fine having the biggest near surface facility for storing forever toxic and dangerous chemicals on the planet, Herfa Neurode.

Not just that, many are unaware that having a repository longterm is still a must even if they don't have nuclear power at all, due to medical and research sectors

brettermeier•1mo ago
Read stuff, you polluter: https://www.nirs.org/wp-content/uploads/factsheets/nuclearen...
Moldoteck•1mo ago
Thank you for proving yet again how misinformed you are, up to even spreading some nonsensical links...

Here, read these as a starting point Carbon Neutrality in the UNECE Region: Integrated Life-cycle Assessment of Electricity Sources-> https://unece.org/sites/default/files/2022-04/LCA_3_FINAL%20...

Other stats too: https://ourworldindata.org/safest-sources-of-energy https://ourworldindata.org/low-carbon-technologies-need-far-... Or even from nrel https://docs.nrel.gov/docs/fy21osti/80580.pdf

Or health impact in say Germany https://link.springer.com/article/10.1007/s10640-025-01002-z

Those guys in nirs are clearly some wannabe antinuclear influencers which are concerned about nuclear supply chain and it's overall impact but are fine with ren supply chain with even bigger impact. They seem to be concerned about CO2 impact of nuclear due to concrete but fail to mention lifecycle data per kwh as in links I've provided. They are concerned about radioactive waste but not concerned about other toxic chemicals like arsenic. They are concerned about tritium when it's a low level emitter which you can drink and occurs naturally due to the sun. Most releases of tritium, including in Fukushima are below WHO limits.

They are even concerned about some french units going offline during summer due to heat, but fail to mention even then France is top net exporter on the continent, avg heat impact affecting about 0.18% of production per year. They also fail to mention this is happening in units without cooling towers and edf isn't fixing it precisely because there's no financial value- France is exporting like crazy in this period - can check the data this summer on energy charts for confirmation. The 'article' is written in a childish manner by someone cherry picking everything to confirm own bias

I heavily recommend you to look at this topic pragmatically instead of listening to some influencers like in your link or even greenpeace which did even more damage to the environment. Germany now is suffering due to such antinuclear movements. Not only more people died due to coal still being used, but existing nuclear fleet was cheapest firm power on the grid based on merit order data, while receiving significantly less subsidies than renewables. In fact, per official bundestag inquiry and later a parliament inquiry in Bavaria, nuclear in Germany didn't receive special subsidies for production at all, unlike renewables with EEG, which alone already outpaced the cost of all french nuclear fleet

And naming me a polluter just confirms your bias and unwillingness to be informed about the topic, only to attach labels to people with different point of view

gregorygoc•1mo ago
It’s in the valley and because Polish state is kinda weak they cannot enforce nearby villages to stop burning garbage to heat their homes.
PunchyHamster•1mo ago
at least try to hide your racism
inglor_cz•1mo ago
LOL, there is nothing racist about it, neither Poland nor Czechia are really into environmental enforcement against individuals, and you can definitely smell it in winter. As of now, "small sources of pollution" (e.g. mostly individual homes) are at least comparable to industry when it comes to releasing bad stuff into the air.

I hate the acrid smell of burning plastic, but no one will do anything about it.

Saline9515•1mo ago
It's the same in Latvia. Riga wants to set up a zero-emissions zone and a toll to enter the city center, but won't ban open stoves or solid fuel burning, which pollutes much more than cars in winter.
TeMPOraL•1mo ago
Kraków just set up a clean transport zone; it went into full effect just few weeks ago. And people just can't shut up whining about it, even though it doesn't really put much burden on ~anyone. Most people drive petrol-powered cars (usually converted to support LPG, too), and the minimal norms for the clean transport zone are so low, it's hard to find a car that doesn't meet it. You can buy a used petrol-powered car with pocket change and it would already meet the norms.
inglor_cz•1mo ago
Kraków badly needs a metro network, just like Prague and Warsaw have. That would alleviate the transport pressure a lot.
Saline9515•1mo ago
Those are useful, but not very effective usually as no one controls it after a few months, unless you set up a costly and complex certification and licence-plate monitoring system.
scotty79•1mo ago
I am Polish and I don't see any racism in the previous comment because it was just a statement of the fact (disputable at best). I see some in yours, because you seem to suggest that race is somehow involved in what we are talking about.
gregorygoc•1mo ago
I’m Polish, I don’t have to hide anything.
kubb•1mo ago
I think it’s topology (concave) + widespread poor heating methods in the agglomeration + a very bad day + inefficient combustion engines.

I’d maybe include accurate measurements. The government isn’t trying to hide that and doesn’t have the means to, and highly quality sensors are widespread.

nephihaha•1mo ago
Plus continental, so it picks up dirty air from around.
lostlogin•1mo ago
Coal and cars?

Looks like it clears up quite quickly.

melting_snow•1mo ago
During covid, when car traffic went to almost 0, the air quality was also extremely bad. Its mostly coal in the houses plus some people are not even using coal in their heating systems
melting_snow•1mo ago
There are many houses in Poland that are using coal heating, and unfortunately a lot of people burn there their thrash. Kraków is surrounded by smaller towns and villages, where single family houses are common. To make things even worse, Kraków is in a basin, which makes the air flow even more difficult. If you add there years of city mismanagement when it comes to air flow, you land in such a situation
egorfine•1mo ago
Despite government incentives and regulations some people burn garbage in stows. It's a local cultural thing and the state seemingly is powerless to do anything about it despite being the 20th economy in the world.
asdff•1mo ago
Are people not aware that is absolutely terrible for their health?
margor•1mo ago
Common uneducated answer is: everyone needs something to die from. Same with cigarette smoking.
TeMPOraL•1mo ago
Freezing to death is even more terrible for their health. It's also much more immediate. And so is being poor.

Breathing dust and smoke is a minor inconvenience in comparison. Any negative health effects will become noticeable in decades if at all. Doesn't help that most of the people responsible likely remember themselves or their parents breathing even worse stuff most their lives, with no ill effect being seen.

Hell, it's one reason I myself considered air quality issues to be overblown - I don't perceive smog. I couldn't tell you whether it's bad or good air day in Kraków - I could only tell you when the air is too clean because I get sore throat then. I no longer consider air quality to be an overblown fad, but that's because I have small children and they start coughing non-stop when the air gets bad.

Saline9515•1mo ago
It's not just poverty, but education about pollution and a common view in the post-communist countries that the common good (clean air in this case) isn't so important. It's the same with things like noise or graffitis for instance.

In Latvia you commonly see rich people with BMW SUVs behaving like this. My friends see no problem with having coal barbecue or very heavy music in the center of Riga. We often have to remind new tenants in our building the benefits of sorting waste - and they are not poor.

asdff•1mo ago
I wonder why post communist countries lagged behind so much in this regard? Seems like this awareness only really hit the US in the late 90s and early to mid 2000s, well after the iron curtain came down. I guess mass media must have been still siloed by language and there might not have been much english language media presence by that point sharing these ideas.
Saline9515•1mo ago
You are right in the language silo, many of those countries have also small populations, which means fewer content to consume, and a certain intellectual insularity.
asdff•1mo ago
I understand keeping warm, but the idea of burning garbage seems like there could have been many steps to avoid that. Raiding nearby forests. Finding scrap wood. Informal charcoal industry. I guess the trash is "free" and "effortless" but I don't understand how the smell alone doesn't put people off. I guess it has been going on so long to be normalized.
Saline9515•1mo ago
Out of curiosity, why would you burn your trash, and especially plastics? It smells and is clearly unhealthy and the caloric content is worthless compared to wood.
Mashimo•1mo ago
But it's free :)
egorfine•1mo ago
It smells to other people. Not in the house.
Saline9515•1mo ago
Old/low quality stoves leak a lot of emissions in the house, but people don't realize it. Also, smoke finds its way back in the house quite easily. Sad that such extreme tragedy of the commons still happens.
egorfine•1mo ago
It doesn't smell therefore it doesn't leak. /s
harmonics•1mo ago
Several garages near my house have people living in them, and they burn anything that burns -- plastic bottles, pieces of used tires, rags soaked in used motor oil. I'm pissed as hell at them, but the country is already poor, and they have even less.

(I'm not from Poland.)

PunchyHamster•1mo ago
I'd suspect just small amount of datapoints with maybe bias for people installing air sensors because that particular area's air quality is bad for whatever reason (near to road, neighbour have old coal boiler etc.)
schiffern•1mo ago
From this source: https://www.iqair.com/mx-en/newsroom/krakow-among-top-10-mos...

"Krakow’s pollution stems from a mix of local and regional sources. A primary culprit is domestic heating, the burning of coal and wood in older, inefficient household boilers and stoves remains widespread in the Małopolska region (1).

Car traffic also adds nitrogen oxides and fine particulates, exacerbated by an ageing vehicle fleet. Topography and meteorology worsen the problem, Krakow sits in a basin-like region prone to temperature inversions and limited ventilation, allowing pollutants to accumulate.

Additionally, emissions drift in from surrounding municipalities and industrial zones, making regional coordination crucial to air quality. Despite a solid-fuel ban in the city since 2019 and the replacement of many coal boilers, compliance is uneven and some residents still use banned fuel."

melting_snow•1mo ago
The issue with solid-fuel ban is that its banned only inside of the city itself, not in the surrounding towns
scotty79•1mo ago
It's almost as if slowing down the transition away from coal for political and social reasons is not such a great idea.
dwedge•1mo ago
There isn't much wind there at all so the pollution can't escape. I'm not saying this isn't the residents' fault, but it isn't entirely the residents' fault.
sojuz151•1mo ago
The air in Kraków is fine once you give it a good chew. I don't know why people are complaining.
inglor_cz•1mo ago
LOL, Slavic humor at its best :)

I live in Ostrava, some 160 km away. Entire Upper Silesia is a bad place for air quality in winter, it can often be seen on continental maps as a sore red spot.

Fortunately most of the coal burning is gone, but individual people still burn all sorts of shit in their homes. PET bottles etc.

nephihaha•1mo ago
Is it in a valley?
inglor_cz•1mo ago
The official term is a Basin:

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

We tend to suffer from "inversions" here, and way back in the coal times, the air quality used to be comparable to London during the Great Smog of 1953. Nowadays it is better, but still quite bad compared to rest of Europe.

In December 2024, I traveled from Ostrava to Warsaw and back via train, so through both Czech and Polish Upper Silesia. The Silesian part of the journey was a pea-souper, like riding through a yellowish cloud. (Warsaw itself had crisp chilly air.)

dmos62•1mo ago
Warsaw is top 15, Krakow and Warsaw are the only European cities in the top 15. For some added context, it's around -10 degrees celcius there right now. I don't know why Poland stands out here, but I know that older residential areas burn wood (in other Eastern European countries as well), because that's just how you heat an old house: these neigbourhoods are horrible to walk through in winter, because the air just stinks of smoke.
melting_snow•1mo ago
Burning coal and wood wouldn't be that bad. Unfortunately its quite common that people burn their trash
lm28469•1mo ago
They burn all kind of shit in very inefficient stoves, modern wood burning stoves are pretty clean
Gravityloss•1mo ago
I wonder how expensive it would be to get widespread usage of better stoves, heat pumps or co-generation + district heating with centralized gasified burning. Everything could be locally built.

I don't know about electricity prices there either.

Gas for heating is something every European nation should steer clear from, for strategic reasons.

whatevaa•1mo ago
Very expensive. If you want to invest, first step would be making inefficient houses efficient, aka insulation. Problem is that, a lot of older housing ventilation is built on it being leaky...
trvz•1mo ago
The city of Szeged in Hungary did this recently. You can find some numbers from there.
eru•1mo ago
> I wonder how expensive it would be to get widespread usage of better stoves, heat pumps or co-generation + district heating with centralized gasified burning. Everything could be locally built.

Do you want cheap and efficient, or do you want locally built?

Symbiote•1mo ago
If the somehow-trendy wood-burning stove a friend has recently had installed in the UK is anything to go by — and it was expensive — then "pretty clean" is relative. The air stinks outside his house, and the air stinks inside his house. I don't understand the appeal at all.

I was shocked on a recent trip to England where there was the smell of wood smoke in suburbia.

mrmlz•1mo ago
Poorly dried wood?

We just installed a second woodburningstove in our house, https://www.contura.eu/en-gb .. and i mean you can mess up your fire by burning wet wood etc. or... paper i dunno.

But dried wood burns really clean, absolutely no smell INSIDE the house (wtf?!) and outside you see a thin whisp of smoke from the chimney.

dmos62•1mo ago
Fancy is subjective, but I wouldn't call a burner whose air is fed from the inside fancy. Even if you have a good chimney, but your burner interfaces with the inside air, presuming the house is relatively air-tight (built in the last 15 years), you'll get smoke inside when you use it, especially while the chimney is cold, because there won't be enough draft to pull the smoke out of the house. Where I am it is forbidden to have such burners in a new construction.
lm28469•1mo ago
> I don't understand the appeal at all.

Renewable energy, one of the cheapest source of heat kwh/$, doesn't require electricity to function, cheap to buy/install if the place was designed for it, &c. I'm building right now and my main heater will be a wood stove.

If the air stinks both inside and outside of his house I would assume he's doing something wrong, even my cheap cottage fireplace insert from the 80s doesn't smoke the inside of my house.

dmos62•1mo ago
Not sure what your gauge for bad is, but low-temperature burning of coal and wood, which is what you get with cheap wood heaters, produces smoke that is definitely polluting and unhealthy. You can get a wood burner that re-burns well and is very efficient and burns the smoke so completely that you mostly get CO2 and water vapor coming out of the chimney, but they're expensive.

Care to share more about trash burning? I'd be surprised if people living in Krakow or Warsaw commonly burn trash.

madjam002•1mo ago
I was travelling a lot a couple of days ago across the countryside just outside of Krakow, and people are definitely burning plastics and trash, you can smell it even inside your car in the early hours of the morning.

It's coming from the surrounding areas, not the city itself.

dmos62•1mo ago
A bit sad to hear, I expected Krakow suburbs to be better off.
TeMPOraL•1mo ago
Suburbs may be fine, but beyond them there's a ring of small towns and villages, and I bet most of the pollution is flowing from them down into the city.
weird-eye-issue•1mo ago
Also one thing to note is that if pollution is bad in general then nearby fires and local sources of pollution will be much more noticeable. At least in my experience it seems to keep the pollution closer to the ground. Like if you are walking around a city with a lot of traffic on a day with bad pollution you will basically smell car exhaust all day whereas on days with low pollution even with the exact same amount of cars it will be much less noticeable.
Tade0•1mo ago
It's people from surrounding areas who are experiencing energy poverty. City buildings typically have either central heating or gas furnaces.

A common sight in my area at this time of the year is a senior person driving up to a community dumpster in an equally old car with plates indicating not being from around here and looking for loose pieces of wood - typically furniture.

The sale of furnaces that would even fit something like this for burning was banned in IIRC 2018, but there's a backlog of still functioning ones that are used.

Anyone trying this in a city would have the authorities called on them, but deep in rural areas few care.

eru•1mo ago
Btw, you can burn plastic just fine in a proper industrial incinerator.
mixedbit•1mo ago
Since 2019 people living in Krakow do not burn any solids for heating, because the city introduced total ban on solid fuels including coal and wood an the ban is quite effective.

But people around the city and, frankly, in most of Poland still burn solid fuels and if you drive around these places the smell can be really terrible and the smoke color and density coming from some chimneys definitely doesn't look like a dry wood smoke. Such smoke is often a product of burning very low quality, super fine-grained coal or rather coal dust, which is the cheapest fuel available.

throw_a_grenade•1mo ago
The traditional Polish categories of sorting rubbish is „to the burner” and „to the forest”, optionally „to be burned during the day” and „to be burned during the night”.
Moldoteck•1mo ago
Fyi a lot of the unrecyclable waste is burned in other countries too (like most plastic types) but it's done in special facilities with proper filters installed
nuthje•1mo ago
On top of that Krakow is in a valley, so the air just hangs around.
krige•1mo ago
On top of the trash burning, there's also the fact that Krakow is in a valley so all that pollution just stays in (probably for the better /s)
victorbjorklund•1mo ago
Ukraine is part of Europe but not European Union
dmos62•1mo ago
I know, haha. I rechecked the ranking: it updated. Now Warsaw is top 12 and Kyiv is top 13.
comboy•1mo ago
I've been living there for 15years and it's the reason I've moved away. Frankly I love the city enough that I would sabotage my health for it. Not my kids health though. Asthma related problems in kids are widespreada and of course bad air quality is related to tons of other negative consequences.

I wonder though how do they compute the number (is it average across points measured in the city?). Because within city borders air quality varies wildly. There are some regions where it is actually pretty good.

exitb•1mo ago
Few years ago Kraków has forbidden the use of solid fuels which improved the situation significantly. Days like today are happening much less often since then. Moreover, Kraków has probably one of the densest network of pollution sensors in the world, which is why we talk about it at all. There are places in Poland that are much worse off, but there's not that much data to back it up.
scyzoryk_xyz•1mo ago
My understanding is that the problem is exacerbated by the shape of surrounding terrain and atmospheric conditions. I.e. the city is in a cavity and on cold days there is a mass of high pressure that pushes all the smog down.

But you are correct I believe (hailing from Wro here) - there have been many countermeasures implemented and cities are packed with sensors. Only so much can be done.

SSLy•1mo ago
also the neighbouring municipalities are still burning solid fuels, and the city can't do anything about that.
jwr•1mo ago
I might be wrong, but I thought the situation in Kraków improved significantly several years ago due to the efforts of local administration, so much that we were jealous here in Warsaw. Has it worsened again since then?
dmytrokow•1mo ago
> improved the situation significantly

That's just yet another coping mechanism, I believe.

I lived in Krakow in ~2015, and live there now. It's the same. It smells the same, it looks the same, the polution levels are the same, and the number of days like today in a year is the same.

exitb•1mo ago
That's not what the data [1] says.

[1] https://powietrze.malopolska.pl/aktualnosci/wyniki-pomiarow-...

unglaublich•1mo ago
Fossil fuel heating is _extremely_ polluting, and really costing the population months, up to years of their life.

But it's a silent killer, so let's dramatize fantasy nuclear accidents instead.

praptak•1mo ago
To be exact: the problem here is fossil fuel and wood being burned in inefficient furnaces/stoves/fireplaces where the fuel doesn't fully burn. There are efforts by the government to replace them but they aren't super effective yet (random example: https://um.warszawa.pl/kopciuchy).

For the industrial scale fossil fuel furnaces this problem is solved already (they are obviously still bad because of their huge CO2 emissions but that's a different problem).

ErroneousBosh•1mo ago
It depends what you're burning and how you burn it.

If you're burning gas, you're burning it either at the perfect fuel/air ratio or maybe just a little lean. You only get water vapour and carbon dioxide out.

If you're piling up coal in a stove you're getting all sorts of crap out of the chimney, including radioactive dust.

It's one of the reasons that cars have been fitted with catastrophic converters. These remove the CO and HC by reacting it with what little excess oxygen there is in the exhaust stream to turn it into carbon dioxide and water, and at the same time produce massive amounts of nitrogen oxides. It reduces the efficiency by quite a bit but that's okay because it's a tiny effect compared to turning a huge chunk of Africa into a toxic hellscape to mine the palladium and rhodium the catalyst uses.

We'd have incredibly clean cities if we ran vehicles on propane instead of petrol, and in the UK there was a big push to do this about 25-30 years ago. Obviously this got a lot of pushback from the banks and car manufacturers, because it wasn't selling people enough debt. Don't adapt your existing car to run on clean fuel that's mostly burnt as production waste! Sell your dirty polluting petrol car that only gets 38MPG and buy this nice new Cleaner Greener Diesel that gets an incredible 39MPG! And all at only 14.7% APR!

Profit before the environment, as always.

ansgri•1mo ago
Gas-powered cars are indeed much cleaner, they are very popular in Armenia because of favorable pricing compared to petrol. And while air in cities here may not be very clean, it's generally not because of cars: people burn trash in winter and there are a lot of dust in the summer.

Thankfully many new cars are Chinese EVs and most people are installing solar panels, and it doesn't seem to be environmentally driven at all, just economics.

TeMPOraL•1mo ago
LPG cars are also very popular in Poland, because of fuel prices. Not sure about new cars, but if you buy a used car that hasn't somehow yet been converted to burn LPG, the conversion is pretty much the first thing you do.
harmonics•1mo ago
I know developed countries have a very different understanding of the word "clean", but in my city -- which is stuck in the 18th century -- the difference between winter and summer months is extreme. 500-1000 µg/m³ of PM2.5 in winter is the usual deal. 1500-2000 µg/m³ are not unheard of. Yet in summer it's often only 5-10 µg/m³, with spikes of no more than 50 µg/m³ in the evenings due to -- again -- coal burning.

And we have a lot of traffic, regular traffic jams. The average age of a typical car is older than 10 years, according to government data. Most of them are used cars with 100k miles (or more) on them imported from western Europe or the US.

Still, the difference in particulates in summer vs winter is literally hundreds of times.

tpm•1mo ago
> catastrophic converters

Nice one. Anyway three-way catalytic converters also convert NOx to N2 and O2. It would be quite bad if they wouldn't.

> You only get water vapour and carbon dioxide out.

No, you still get small amounts of the bad (acutely toxic) stuff too. This point is important - whether it's home cooking on gas, gas heating or ICEs running on unicorn farts, there will still be byproducts from imperfect burning. The only real way out is to turn off the fire.

ErroneousBosh•1mo ago
You might get other byproducts but in quantities barely large enough to measure and certainly too small to make any difference.

If you bring out the paper on how cooking with gas fills your house with toxic smoke and the only safe way to cook is an induction stove, I'll show you why it's utter bunk. The TL;DR of it though is that induction stoves emit far more combustion products than gas stoves, if you pick your operating conditions carefully.

tpm•1mo ago
> I'll show you why it's utter bunk.

You won't since it is our direct experience that replacing a gas stove with induction improved our breathing. But nice try.

ErroneousBosh•1mo ago
The placebo effect is wonderful, isn't it?
tpm•1mo ago
"Open fire with the products ending up in the room has no negative influence on the air quality in the room" is the hypothesis you failed to prove.
ErroneousBosh•1mo ago
Did you read the part in their paper where they were only able to measure any change in air quality by taping up all the vents and sealing the room, and then actually burning food in the pan?

How often do you cook in a completely sealed airtight box?

tpm•1mo ago
I don't even know which paper you are raging against here, but there are several studies which confirm what is already obvious. Have a look at this one for example:

https://publications.tno.nl/publication/34641471/zD0Xiz/TNO-...

ansgri•1mo ago
Natural gas heating is not the problem in this case, it burns very cleanly with semi-modern heaters. The pollution is from coal, wood, and especially all kinds of trash (plastic, painted cardboard, pieces of various engineering wood products).
readthenotes1•1mo ago
I'm the US, one presidential administration spent some effort to also squash natural gas.
eru•1mo ago
And burning wood ain't any prettier for the local air. And not all fossil fuels are equal: natural gas is burns fairly clean, coal is a nightmare.

(Note: I specifically say for the local. I'm not talking about global CO2 levels here. That's a different topic.)

my_throwaway23•1mo ago
I used to live in Gdansk, and later Gdynia, and let me tell you - as soon as it's cold outside, people burn all kinds of shit at home, the air's so thick you can practically cut it with a knife. We theorized that the smog's mainly from residential burning of coal, but of course who know's what's in the stove.

All I know, is that it smells really unhealthy, and the smoke coming out of houses is a deep, black colour, almost like oil.

stratocumulus0•1mo ago
Unfortunately this is our national mentality - no one can tell me what I should do, and if I get told to stop, I will double down just to piss off that someone who insulted my pride.

The biggest enemy of a Pole is always their neighbor. One may suffocate in their own fumes, but what's important is that this loser next door dies as well.

Aldipower•1mo ago
I live in Germany and when I see a Diesel car with black smoke coming out of the exhaust pipe it turns always out to be a Pole who removed the soot filter to save some Cents of Diesel.
marqueewinq•1mo ago
Danzig or war? (Hoi4 reference)

Jokes aside, this sounds terrible. What are the policies in place to prevent this?

SkiFire13•1mo ago
And I thought Milan (19th) was bad
agravier•1mo ago
Kabul, Manila and Amsterdam have an index of 0. I'm not sure how reliable this data is.
anilakar•1mo ago
Let me guess: an unusually cold winter and coal.
jve•1mo ago
Woah, most of Poland looks... bad https://www.google.com/maps/place/Krak%C3%B3w,+Poland/@50.47...
praptak•1mo ago
There's an interesting coping mechanism (verging on the conspiracy theory) popular on some Polish forums, namely that the abysmal data comes from abundance of sensors combined with them being placed (by whom and why? here's where the conspiracy part kicks in) in the most polluted spots.

Here's a debunk by a popular Polish fact checking portal (in Polish): https://demagog.org.pl/analizy_i_raporty/smog-nie-taki-zly-j...

TeMPOraL•1mo ago
Until recently, I've been a smog-skeptic; I figured it must be an overblown issue, as regardless of what the digital sensors and pretty graphs say, having spent almost my entire life in Kraków, I never saw it, never felt it. Still don't. Air in Kraków feels perfectly fine to me. And every time I saw someone complain, it was because of "see the PM2.5 PM10 thru the roof omg zomg!", not any actual health-related issues or discomfort.

What changed my mind about the whole thing was my kids. I may not feel the particulates in the air, but my kids do, especially my eldest daughter (who has early childhood asthma, in remission) - winter comes, particulates go up, they start coughing uncontrollably all day. Particulates go down, suddenly they're healthy again (+/- running nose).

I have limited sympathy for conspiracy theories, and very little for those burning trash in their homes, but I do understand where the smog-skepticism comes from. I still remember when Krakowski Alarm Smogowy became a thing, winter 2012; back then, this felt like a huge fad pushed by young activists on the Internet.

praptak•1mo ago
I hear you but let me add that what you feel is not necessarily the good indicator.

PM 2.5 does have the potential to trigger asthma & similar stuff but it also causes cancer and heart disease, neither of which can be felt (until it's too late anyway).

harmonics•1mo ago
My parents were the same until I forced them to install an air purifier, and showed them the filter after running it for one winter (with windows always closed). It was snow white when new, and turned black after four cold months (not grey or dark grey, but literally black).
Levitz•1mo ago
I don't mean this in a bad way but, have you visited other countries? I'm Spanish but lived for about half a year in Krakow, and the difference is just so stark I can't imagine skepticism. In winter the air smells burned. Fog is a phenomenon, sure, but what takes place most of winter in Krakow is not fog. It's just smoke.

I didn't know about any of this when I first travelled there, in fact when my boss at the time recommended I got a mask I thought he was paranoid or something. Absolutely not.

rightbyte•1mo ago
> I never saw it, never felt it. Still don't.

I got the same condition for diesel fumes since my military service. Thankfully I remember how dizzy I used to get around fumes but I really have to force myself to avoid fumes now even at the faintest smell since I can endure it ... when people around me start complaining I can't even smell it.

I assume you lived there since childhood and got used to it from that time?

TeMPOraL•1mo ago
> I assume you lived there since childhood and got used to it from that time?

Yes. Born and raised in Kraków, spent maybe 5 years living elsewhere in total.

seba_dos1•1mo ago
To be frank, having a poorly functioning sense of smell is not exactly a great excuse for ignorance. Are you rejecting everything that you can't verify with your (or your relatives') senses?
throwerxyz•1mo ago
Actually, if the PM2.5 and PM10 are high, you can see it very easily.

If you can't see it, that means the air isn't polluted. Obviously some people confuse fog with smog, or can't see haze in some situations (failure to see).

But it's always there and always visible. You can't have pollutions at that scale and not see them.

hhjinks•1mo ago
Well, the map obviously does a lot of extrapolation. Look at Norway, for example. The bigger cities pollute the air in a 50km radius? In a country where heating is primarily electric? When Berlin and Paris don't seem to affect the air quality 20km away, despite having ten times the population?
Oleh_h•1mo ago
Just check the air quality in small cities around Poland. The air quality is twice as bad as in Kraków. Around 450 mg/m2
rfarley04•1mo ago
I live in Bangkok and we also get inversions during the "cold" (for Thailand haha) season, the same time that farms slash and burn, making this the worst time of year for our air quality as well.

It's much better this year but incredibly hard to police since officials often don't have jurisdiction where the pm2.5 originated, before getting trapped in the inversion

brokegrammer•1mo ago
How long have you lived in BKK for, and has your health deteriorated because of the pollution?
rfarley04•1mo ago
I've been here since 2015 with the pm2.5 getting noticably worse from 2017 onwards. Hard to tie it to any degradation in health. I have air purifiers at home and wear N95 whenever I go out and it's bad. I know there were a few big studies around the prevalence of cancer rates that correlated with the pollution getting worse in China. But I'm not nearly qualified enough to comment on or vet those
brokegrammer•1mo ago
Cool. I'm also interested in moving to BKK soon and was seeing a lot about the pollution there. I guess I'll see for myself when I get there.
teekert•1mo ago
I love Poland, love the people. In many towns though (ie I was in Bielsko-Biała recently) it smells like many things run on coal (like residential heating).
piokoch•1mo ago
Funnily enough, Kraków region has the longest live expectancy in Poland (see https://stat.gov.pl/en/topics/population/life-expectancy/lif...).

Which is interesting, as either air quality does not matter that much or those data are just bogus.

Well, air quality matters probably, so we are left with the data. Let's check what is the origin of this information: https://www.iqair.com/poland/lesser-poland-voivodeship/krako...

6 stations. One from "corporate contributor" named Arek (common Polish first name, short from Arkadiusz so does not look like a big corp) plus 5 other individual contributors.

What equipment those 6 stations have? No idea. Are the instruments calibrated properly? No idea. Are they placed in the right spot, not on the balcony near the chimney? No idea. Are they placed evenly across Krakow to give reliable city-wide data? Looking on the provided locations - not really.

Iqair seems to "crowdsource" their measurements so they get "crowdsourced" data, which can be total crap. Do they even verify those data? How? No idea.

madjam002•1mo ago
You can look at any air quality website and source of information and see that the air quality here is utter crap.

If not IQAir, you can use Windy, WAQI, Airly (founded in Krakow, so lots of sensors here).

I am in Krakow right now and my IKEA sensor is reading 183 µg/m³ when I put it outdoors. On a good day it's normally less than 5.

danburzo•1mo ago
Keep in mind this shows the “live most polluted major city ranking, 11:00–12:00” (EEST time), so rather short-term measurements.
Youden•1mo ago
The page only lists 126 cities, with the bottom three having an AQI of 0.

So the editorialized title is incorrect. It's not "top 5 worst air quality worldwide", it's only top 5 in this list, which is a small subset of the world's cities.

It's a Swiss company but even Switzerland's largest city, Zürich, is missing.

China sure as hell has more than 8 cities and Russia more than 2.

jillesvangurp•1mo ago
We got a whiff of that in Berlin a few weeks ago when we got some cold wind from the east. Really noticeably bad air quality when I went outside to enjoy the snow and the cold. When I checked the map, I saw that we are basically getting Poland's pollution blowing our way. Most of the time the winds blow from the west and it's fine. Berlin has a bit of traffic but not a lot of coal plants or industry. It would be better if it got rid of a lot of the heavy diesel traffic in the city. That's slowly happening. But it's not that bad here most of the time.

The point of pollution is that it stinks (literally) and is bad for your health. Pollution kills people, shortens expected life times by years, causes respiratory issues for children, etc. Those are some good reasons to do something about it. There are good alternatives to coal at this point. Mostly this is just inefficient legacy infrastructure that we pay extra for to keep going to "protect jobs". From a macro economic point of view, that stopped making sense quite some time ago. Which is why coal plants are going extinct in a lot of places.

Even gas plants are a big improvement. I think of them as a stop gap solution that might be economically risky long term. Wind, solar, and batteries are cheaper. Maybe with some nuclear here and there (expensive but clean). However, gas plants are undeniably a pragmatic compromise between cost and polluting. Unlike nuclear they are easy to switch off when not needed and can act as a fallback solution when wind/solar fall short in the winter. LNG is not cheap though and that makes gas plants long term risky as renewables plus batteries marginalizes their use to the point where they are deeply unprofitable.

There's a base load argument that often pops up in these discussions. Gas plants are nice because they can be switched off. Base load is basically the type of power that is expensive to switch off. Mainly coal and nuclear. This is actually problematic in a grid with a lot of intermittent power supply (wind/solar). Dispatchability is more important. Gas power is good because it is rapidly dispatchable. Batteries act as a buffer and minimize the need for gas plants to run.

shevy-java•1mo ago
That's completely made-up. And also - nobody "smells" pollution from Poland in Berlin. Even AI would not generate this erroneous claim.

> Maybe with some nuclear here and there (expensive but clean).

And that's also made up. What is "clean" here? Radioactivity? Also if you refer to carbon cost, you have to calculate in EVERYTHING including mining and transport. So no, it is not clean - that is a lobbyist dream to claim otherwise.

Moldoteck•1mo ago
Nuclear requires least mining and materials over lifecycle vs any alternative so in this regard it's clean.

It has low land footprint as a bonus point

It outputs comparable or even smaller waste volumes vs alternatives per kwh over lifecycle. Both nuclear and renewables do create toxic waste over lifecycle. For eg ren do use much more copper both internally and for the grid. Copper mining is associated with arsenic and other dangerous chemicals that must be isolated forever, otherwise you get nasty spills like recently in Africa.

To sum it up, yes, nuclear is as clean as any good ren alternative

bboozzoo•1mo ago
Coal does not magically materialize either, it needs ot be mined, transported, processes and then transported some more. You'd have to account for that in order to make a fair comparison.

You may also want to take into account how localized and preventable the emissions are. In this particular case, burning fossil fules to heat up homes, already implies no expensive filtration systems, because installing them would be a private investement and one that likely makes no sense given they could equally well replace coal furnace with gas one for less the price.

What's more important is Poland has one of the highest electricity prices in Europe. Even accounting the downsides, it totally makes sense to replace the base of the energy mix with nuclear power and leave coal/gas for when there's a shortage of power. At that point moving to electical heating should make the actual, both financial and envioronmental, cost of inevitable emissions more 'efficient' and manageable. So two ghouls with one rod?

Moldoteck•1mo ago
Baseload doesn't characterize power plants but demand. For PP the relevant terms are firm power/firming and modulation. Firm power is anything from hydro to thermal plants. But modulation capacity and costs are different. Hydro is extremely good in both regards. Nuclear and gas are about on par in terms of modulation speed (depends on models on both sides) but gas is cheaper to use as peaker. On the other hand gas, esp LNG is expensive and will become even more so with CO2 tax increase. Coal is slower to modulate, but very cheap to operate without co2 tax and very expensive with tax enforced. That's why coal is going away- co2 tax is making even lng cheaper than some coal units to run

Ren per unit are cheap but transition will still cost a lot, incl all relevant infra around them. Some countries can afford going faster, like Germany, others will go slower. It's hard to say now how things will pan out due to increasing geopolitical instability which can cause funds reallocation for say military or other sectors

SenpaiHurricane•1mo ago
I had a job offer there 8 years ago. When I visit there I saw pictures of people wearing masks to avoid bad air. Didn't take the job :)
shevy-java•1mo ago
I am sceptic of that listing. Normally, the bigger a city, the more waste it would accumulate. So why are almost all cities in China and India, ranked below? Save for two in India. Something is strange with that listing. Also if you do an image search on Google, Krakow is nowhere ugly or dirty. Yes, these images have a bias too, but compare it to the megacities in India. There is just no comparison here.
madjam002•1mo ago
The PM2.5 in Krakow is currently 185 µg/m³, the WHO recommended annual average is 5 µg/m³.

This is about air quality, not waste on the streets.

pranavkpr•1mo ago
The list appears to contain some inconsistencies. For example, Jaipur, India has an AQI of approximately 175, yet it does not appear in the top rankings, despite being larger in both population and geographic size.
harmonics•1mo ago
IQAir has shit coverage. I live in Kazakhstan in a city at the eastern part of the country, near the border with Chinese Xinjiang, where PM2.5 levels regularly exceed 1000 µg/m³ (that's right, it's not a typo). The highest concentration I've seen this winter is 1900 µg/m³ just a couple of days ago.

SO₂ pollution is also extreme, with levels of 1000 µg/m³ being exceeded on a regular basis, and 5000-8000 µg/m³ not unheard of. Yes, I am sure of these numbers, it's not a typo.

Right at this moment there's some wind and the pollution has somewhat subsided, but it won't last: it's an exception. For example, the average PM2.5 concentration over the last month is around 250 µg/m³, depending on the exact place.

We have extensive network of air sensors, but it's not currently public (it only started working a couple of months ago and is in the process of being made available to the public). I can only recommend looking at https://aqicn.org, which has much better coverage than IQAir, and speaking of our country specifically, it collects data from our old sensors provided by the government.

Disregard anything that looks suspicious (some of the sensors are not working and show zero levels of pollution -- they're simply broken).

My city is the worst one, but actually most Central Asian cities have terrible air quality due to harsh winters and outdated heating methods with zero emission control. Much, much worse than anything in Poland or Europe generally. You won't see them on IQAir because AFAIK they mostly collect data through their own sensors, which are expensive and not used here.

mykowebhn•1mo ago
A Kazakh city in the eastern part of the country, near the border with Xinjiang. That's Almaty, right?
harmonics•1mo ago
No. I would have mentioned Almaty as it's big enough so that at least some people would have heard about it. I'm in this dump:

https://aqicn.org/station/@517492/

Almaty also has terrible air quality, but looking both at averages and extremes, it's about 3-4 times cleaner than this place.

As I said, it currently looks okay due to some wind, but it's a short abnormality and the first relatively clean "window" for the past ten days. Look at this station's history and you'll see conditions more typical for this region.

Even historical data shows "only" 310 µg/m³ of PM2.5, but this is also misleading. The new network includes 26 more accurate stations spread all over the city, but the public portal for these data is being worked on. Hopefully next time this subject comes up on HN I'll have something to link to.

Several of the nearby stations are simply not working and always show zero.

All I'm trying to say is that using IQAir data to rank anything global is exceedingly misleaing.

docdeek•1mo ago
Lyon, France is occassionally right up there too. If the weather (mostly the wind) is right/wrong we can shoot right up the ranking thanks to the geography of the surrounding region.
niemandhier•1mo ago
Poland has stronger economic development than the rest EU at the moment.

I’d hazard to guess that part of it is that they accept being on the “don’t over regulate, but grow” path.

0rzech•1mo ago
It was mostly buying votes with money from ETS instead of spending those money in whole on energy transformation as intended.
0rzech•1mo ago
Despite Międzyzdroje (zachodniopomorskie, Poland) lying directly at the seaside, the air quality in winter is so bad it literally irritates the throat and can even give you headaches or make you nauseous, and only directly on the beach can you still breathe fresh air.

The common argument is that people use bad furnaces or burn bad fuel or trash out of poverty, but far too often the actual cause is mentality and not financial issues.

Smog kills around 40,000 Polish people each year. [1] It was reported in 2025 to be 20 times more than in car accidents. [2]

On the bright side, industrial and post-apo art fans can wear breathing masks in Poland without even pretending.

[1] https://pulsmedycyny.pl/medycyna/choroby-ukladu-oddechowego/...

[2] https://www.infor.pl/prawo/nowosci-prawne/6826105,umiera-od-...

impish9208•1mo ago
I see your wintertime air pollution in Krakow and raise you Ulaanbaatar. It gets so bad that there’s a marked increase in miscarriages in the winter months.
sevennull•1mo ago
gd, right up there with the best of them. Congrats
tsoukase•1mo ago
Where I live, in nearby villages of 300-500 people living in sparse uninsulated family homes you can almost faint from air pollution (temps at +-0C). Wood (>10tn per 100sqm) or coal can severely impact the local environment. So a dozen dirty chimneys are enough let alone thousands of people allowed to burn anything flammable. No industry can rival this.
nipperkinfeet•1mo ago
I can't blame them. They're having a harsh winter. What else can villages do to keep warm without some eco-friendly nonsense that doesn't work?
avaika•1mo ago
iqair has pretty sparse coverage, especially in developing areas. A lot of places with really shitty air do not hit the top simply cause the service is effectively blind in those places.

However, I regularly see a lot of Balkan cities hitting the top 10. Sarajevo was #1 quite a few times. Not sure whether it's really worse than Delhi or Beijing, but sometimes it's really really bad. Like, if you imagine the most smoky bar you ever visited, where you see nothing but the cigarette smoke and can't breath. That's how you feel on the street.