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Even if it's not right now, it's hard not seeing this happening at some point

This isn’t the first time Google Cloud has seriously messed with a customer’s account: https://cloud.google.com/blog/products/infrastructure/detail...

It feels like AI is speeding up bug discovery faster than security can keep up. Curious if this is temporary or just the new normal.

It only getting worse now that AI is also writing bug faster than humans

> faster than security can keep up

What does that even mean? Bugs are finite, at some point they'll just all be patched and you'll be left with bug-free software.

AI bug discovery getting better is an incredible advantage for defenders.


> Bugs are finite, at some point they'll just all be patched and you'll be left with bug-free software

From "The Tao of programming": "The highest sounds are hardest to hear. Going forward is a way to retreat. Great talent shows itself late in life. Even a perfect program still has bugs. "


In the UK we don’t get temperatures like this, but it doesn’t take much heat before parts of the country start feeling completely unprepared for it

Because air conditioning in homes is so rare in Europe and so widespread in the US, the gap between the number of Europeans and (North) Americans that die each year from heat waves is already larger than the total number of Americans that die from guns. <https://www.pewresearch.org/short-reads/2025/03/05/what-the-...>

> the number of Europeans and (North) Americans that die each year from heat waves is already larger than the total number of Americans that die from guns.

This doesn't mean much on its own. People have to die from something eventually, if someone is living a longer life due to not dying for other reasons, they get older and are more susceptible to heat.


On a long enough timeline, a piano could fall on your head

A lot of Europe rarely has a need for air conditioning. I'm in Norway, so I'm an exception - I generally only want it a couple weeks per year, if that. It'll be more widespread here, I think, but that is more because of the popularity of heat pumps, which come with some cooling.

Further south - England and Poland and all those coastal areas - are tempered by the ocean. Summers just aren't as hot.

Even further south - Italy and Greece - air conditioning is common. You know, because it is hot there. Further south = hotter summers = air conditioning. Further north = moderate summers = little cool air needed.


I'm in Scotland and I've never wanted air conditioning at home and I'm someone who really doesn't like warm temperatures. Mind you - it doesn't get that cold here as we are next to the sea but it also never gets unpleasantly warm.

Except that source article doesn't make that claim, only number of gun deaths. The best source[1] I could find on heatwave related deaths on short notice has the following summary:

> Asia observed the highest heatwave-related mortality, accounting for 47.97% (85,611 deaths) of the global excess death, followed by Europe (37.23%, 66,443 deaths), the Americas (13.15%, 23,467deaths), Africa (1.61%, 2,881 deaths), and Oceania (0.05%, 83 deaths).

That of course muddles the picture by combining both American continents, though further down it quotes 9,666 for "Northern America" in table 1; though the Europe number also includes all of Russia. Those numbers are from 2023. Additionally, Europe has more than twice the population of North America. Without doing the maths, the gap claim sound about right; however, that doesn't necessarily mean it's due to a lack of air conditioning in Europe.

[1] https://www.sciencedirect.com/science/article/pii/S266667582...


Just an opinion. There is more AC in Asia and South Asia and more heat waves related deaths.

You number, approximately right but means nothing and the link AC => Less deaths by Heat Wave isn't supported by any fact.

Others factors like percent of the population > 70y, difference between usual temp / mean temperature in an heat wave and access to fresh and clean water should be more correlated than "AC implantation per hundred inhab".


It is no longer rare. You can see the AC units popping up almost everywhere nowadays, usually together with solar panels.

I'm in the UK and we have AC. I do indeed see it popping up everywhere around where I live. You see more and more homes getting fitted with minisplits.

Yeah but it's mostly old people who are near death anyway.

Imagine how hot it would be if everyone in Europe did have AC. The few that can't afford it would have to suffer even more.

Can't afford? It's not about that, it's cultural. AC is cheap.

You won’t have to imagine much longer.

The biggest problem is not how the heat affects people -- that can be partially mitigated with AC, etc. -- it's how it affects crops and livestock.

Cheers! I was originally planning on going down that route but since my goals were to simplify workflows, having both a Githhub workflow and PandaCI file didn't sit well me.

I have been experimenting with running Github extensions inside PandaCI which could be a good way to make use of my new syntax without sacrificing the great resources Github workflows have to offer


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