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I think in general one should not assume anything in Edge is done correctly. Microsoft Edge is the place where things get tried out my Microsoft, that's why it changes so fast. It has a built-in updater that is not tied to Windows update, and as such they can iterate incredibly fast.

Now do Red Alert 2 and Yuri's Revenge!

As a 37 year old male with 2 THRs I'm glad the AI was NOT used in my diagnosis. All the models that I used to look at my x-rays said nothing was wrong, even when adding symptoms. When adding age it said the patient was too young.

(I was ~3 months away from wheelchair bound in those x-rays).

The worst one was Gemini. Upload an x-ray of just the right hip, and it started to talk about how good the left hip looked like.

I think with AI taking over it's gonna be harder to get a solution when your problem isn't the run-of-the mill.


All versions and levels of Gemini have terrible spatial reasoning. I don't know why. That kind of task seems to be simply outside of the abilities of the model.

The general AI models are useless if you need precision. They are designed to create/analyze pretty pictures.

But specialized models can be inhumanly good. I know, our main product is a model that does _precise_ analysis :)


I'd love to see the output of your system for my x-rays!

Sorry, it's on the entirely wrong side of the spectrum. We're doing geospatial analysis. Although it'd be hilarious to see what it thinks about X-Rays.

have you heard of *IBM Watson Health* ?

I was in the market for a new car, and was looking at an M4.

The iPad taped to the dash was horrible. Too many presses to do anything climate related, which is something you do mess with a little more when driving a convertible with the top down.

But the worst part was when you start the car and it starts to heat / cool. While it is working to reaching your desired temperature, it shows an indeterminate progress bar in the button to adjust the temperature.

REALLY distracting.

Ended up getting an M8, the pinnacle of BMW before hybridization and full touch screens. If only it had an analogue cluster...


current 3/4 series had near perfect interior until 2023 interior update.

Which is the one in the M8, except the temperature aren't dials but up/down buttons.

I'm from Belgium, and even with public transportation, there are a large group of people dependent on their driver's license.

But if you ask someone if they'd drive without insurance, or without driver's license they look at you like you've asked them to do the impossible.

Whereas in the US no-one bats an eye when that happens. Half the time the cops just issue a ticket, and don't even tow the car.

And now people who obey the law need to take out extra insurance for under/uninsured motorists.


> if you ask someone if they'd drive without insurance, or without driver's license they look at you like you've asked them to do the impossible

To wit: Europe's 1.8% (and Belgium's 0.7%) uninsured-driver rates are a fraction of America's 15% [1][2].

[1] https://www.mibi.ie/ireland-may-have-highest-level-of-uninsu...

[2] https://www.iii.org/fact-statistic/facts-statistics-uninsure...


In countries like The Netherlands it is impossible to drive around uninsured. So that is probably why the number is so low.

> it is impossible to drive around uninsured

How?


Because fines are automatic. If you register a vehicle to your name and don't insure it within 28 days you get a €500 fine. The government can fine you up to three times a year for a total of €1500. And that is if you actually pay the fines. If you do not pay the fines and let the fees stack up, you are looking at around €4500 per year.

And if you are caught driving uninsured that is a €700 fine on top of all that. With many police cars now having ANPR systems it just isn't possible to drive around uninsured without receiving fines that cost way more than just getting insurance.


> If you register a vehicle to your name and don't insure it within 28 days you get a €500 fine

Oh, this is actually a really good idea. Wild we don't link those systems.


I still see dozens of unplated mopeds in The Netherlands so the system is not perfect but they are trying to fix it.

And quite possibly your vehicle will get impounded and sold at auction.

> there are a large group of people dependent on their driver's license

Are there "no licence cars" in Belgium and the US ? Basically a moped motor and a seat inside a box. 45kmh and no highway, but a bit more confortable and fast than a ebike for rural environment.


Those do exist in Belgium, but (joke starts here) that's because Belgium is enormous, far too large to get proper public transport going (joke ends). I am seeing more and more cargo e-bikes (e-cargo bikes?), which I find a positive change, though it does differ from place to place (Antwerp's fairly okay for bikes, same for Leuven, Brussels was pretty bad last time I was there).

Not really, the cross section of people who lose their license/insurance and those that could use something like an ebike reliably for their commute is practically zilch. The US is really big and a lot of people have rural 30+ minute commutes where it snows ~6 months out of the year.

Oh I was’t clear: I’m not talking about an ebike but a very small and underpowered car like this one https://www.bbc.com/news/magazine-35210572

There’re somewhat popular here for those that doesn’t have a licence and offer some of the advantage but are less dangerous to others.


> The US is really big and a lot of people have rural 30+ minute commutes

The size of the country in which a commute is contained is immaterial to the length of that commute. What you mean is not "the US is big" but "things are really far apart in the US". Which they are, but precisely because of car-centric (car-only, actually) design.


Things being far apart in the US predates cars. Rail made that possible.

Rails encouraged density around the train stations.

Rail is not responsible for the car sprawling type of communities which are mostly a 20th century phenomenon.


You are right that this happens frequently in the United States compared to Europe, but you are overstating the degree to which this culturally and legally acceptable. People who are doing this are not typically broadcasting it to others, and I can assure you that when they do, for the most part people will tend to "bat an eye" at the very least.

Note that motor vehicle insurance in most of Europe is more tightly regulated and generally more affordable than in the United States. Also, I suspect the car-dependent individuals in urban areas with robust public transportation in Belgium are generally vastly higher income than the typical uninsured compulsory driver in the United States. Happy to be corrected though


> you are overstating the degree to which this culturally and legally acceptable

In Florida it's a $150 fine [1]. If you do it again within 3 years, they charge you $250. If you do it again within that three-year period, they'll just charge you $500 each time. It's not even a crime [2].

[1] https://www.valuepenguin.com/auto-insurance/florida/penaltie...

[2] https://www.kevinkuliklaw.com/is-it-a-crime-to-drive-without...


> But if you ask someone if they'd drive without insurance, or without driver's license they look at you like you've asked them to do the impossible.

> Whereas in the US no-one bats an eye when that happens. Half the time the cops just issue a ticket, and don't even tow the car.

A lot of the people driving without insurance or licenses in the US are illegal immigrants, which means enforcement of driving illegally is caught up in the same cultural-war fight over immigration law enforcement that has dominated American news since Trump got re-elected. "And now people who obey the law need to take out extra insurance for under/uninsured motorists" is specifically an anti-illegal-immigrant talking point.


It’s almost like there’s consequences to making it as hard as possible for people to be legalized.

It's equally a consequence of not immediately arresting and deporting illegal immigrants the moment the government learns about their presence on US soil.

The easy way to accomplish that would be to go after the businesses that employ them. At this point, however, I think it's safe to assume it's not the real objective, and the economy would crash into a ditch if policy was anything but theater.

Ball-joints and tires are still consumables, and they go faster as weight goes up.

Surely wheel bearings too. And you have to do a safety every year to check for rust perforation (at least in the U.S. states that still do that).

I have worked on systems before that exhibited weird bugs like this before.

When you've been a Software Engineer for a while you start to be able to put bugs in certain buckets.

Then there is the last bucket, like the X-Files. They don't belong anywhere else. They have no specific reason. They happened because of a weird set of circumstances, usually due to too many developers working on the same product, without proper abstractions and separations.

And having spent too much time that I'd like working and reviewing code generated by AI, this is exactly what the AI does. It doesn't abstract. It doesn't separate. It just does what it is asked, not that different from the quality of code from outsourcing contractors.


Sadly, there is no provision in this law to allow consumers to sue the companies.

You have to report it, and then maybe the office of the Attorney General _might_ impose a fine on the grocery store:

https://governor.maryland.gov/news/press/pages/governor-moor...

> Governor Moore’s proposal builds on the Maryland Online Data Privacy Act of 2024 by specifically targeting the intersection of data surveillance and essential goods pricing. Under the new legislation, violations would be treated as an unfair or deceptive trade practice under the Maryland Consumer Protection Act. The Office of the Attorney General would enforce the measure, with merchants subject to civil penalties of up to $10,000 for a first offense and up to $25,000 for subsequent offenses.

If a grocer has the finances to deploy a system like this, they're close to the size of Kroger / Walmart. These fines are way too low.


The fines need to be something big enough to notice. There are currently lots of stores with one price on the shelf with a higher price at the register. In the past, it would be easy for it to happen by mistake. Now it is happening so frequently & systematically at the smaller retailers - like Dollar General or Family Dollar - that it is becoming a noticeable issue for states with poorer communities.

> All told, 69 of the 300 items came up higher at the register: a 23% error rate that exceeded the state’s limit by more than tenfold. Some of the price tags were months out of date.

> The January 2023 inspection produced the store’s fourth consecutive failure, and Coffield’s agency, the state department of agriculture & consumer services, had fined Family Dollar after two previous visits. But North Carolina law caps penalties at $5,000 per inspection, offering retailers little incentive to fix the problem. “Sometimes it is cheaper to pay the fines,” said Chad Parker, who runs the agency’s weights-and-measures program.

https://www.theguardian.com/us-news/2025/dec/03/customers-pa...


If a state AG is required to do something it wont happen. Only creating a private right of action changes behavior.

The only way to truly disable 2g on an iPhone is to enable lock-down mode, which is a step too far for me.

Agree. I do a lot of travel and in 3rd-world countries it is quite common to get 2g spam, it's really unacceptable that Apple doesn't offer a way to turn off 2g short of lockdown mode.

Are you sure it's not sourced from the visited network? In that case, 3G or beyond wouldn't help you, as mutual authentication does not imply end-to-end authentication of all traffic between you and your home provider.

It happens specifically when I wander out of network coverage. If I stay in my airbnb where I have coverage, then 0 spam

It's always amusing to me how apple tries to hide basic security features behind there super duper totally secure mode which nobody will enable because it destroys usability.

Meanwhile GrapheneOS in the default mode is as much or much more secure (and private duh) than there marketing mode with little to no usability decrease.


I was curious about this so I looked around a bit. My interpretation is that GrapheneOS still has not cracked this nut. Neither has iPhone, unless you enable "Lockdown Mode"

https://github.com/GrapheneOS/os-issue-tracker/issues/3952 https://github.com/GrapheneOS/os-issue-tracker/issues/6076


4G only, 4G+5G only and 5G only mode has been a thing on GOS for over a year.

https://github.com/GrapheneOS/platform_packages_apps_Setting...

5G-SA only is a separate issue which currently neither devices support.


Yeah, they really go all or nothing with the lock down mode. There are a lot of things from it I’d like to enable but not everything.

At least Pixels have the setting to disable 2G, which is on by default.

I quite often have this issue with async. You get a state machine that is huge because of how Rust builds it.

This clippy lint does a good job of warning you when this might happen: https://rust-lang.github.io/rust-clippy/master/index.html?se...

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