Net

than to write my own code most of the time, so no. I usually use it for small helper functions that can be checked at a glance and boilerplate which I mostly trust to get right without a ton of checking, but otherwise I don't see the value everyone else is seeing. It might be a years-of-experience thing, or it might be nobody using botcode actually understands their codebases, I'm not sure which is more likely.

I don't know if you're a russian bot or some deluded idiot, but it amuses me to do a breakdown of your post.

NATO turned what was originally intended to be a mostly peaceful show of force like the temporary invasion of Georgia into a war of attrition.

First of all the "peaceful show of force" "temporary" invasion of Georgia involved a few hundred dead in the first two days, and another 5000+ civilians killed in the ethnic cleansing after that, all for a land-grab to seize control of territory covering half of Georgia's coastline that Putin wanted.

Secondly, the "peaceful show of force" "temporary" invasion of Ukraine involved hundreds dead, ballistic and cruise missile attacks on all of Ukraine's largest cities, and Putin publicly admitting the goal of overthrowing the Ukrainian government... and that's just within the first 36 hours. Within two and a half months Russian officials began admitting the intent to permanently annex parts of Ukraine, proceeding with a constitutional amendment a few months later claiming to annex vast territories that Russian had not remotely taken control of, and which Russia is not remotely capable of capturing. Donetsk alone has a population of over a million, two million if you include the metro-area. Russia spent months and many thousand of lives to capture, and later lose, villages in the range of low tens of thousands.

Remember WWI when the lines were pretty much static for years and then suddenly it was all over?

Yes, I remember. As I recall it wasn't exactly "sudden". As I recall... Russian casualties were around five million killed, wounded, or captured, the Russian economy was collapsing, Russia was running out of food, and Russian literally lost it's own capital to civilian rebellion. A few months later the Russian government collapsed and surrendered vast territories including Finland, Estonia, Latvia, Lithuania, parts of Poland and Ukraine to Germany and its allies (known as the Central Powers). Right about that point the U.S. joined the war reinvigorating the Allied Powers. Germany&friends knew they couldn't win a protracted war. They attempted a quick win, and, in short, they failed. The Allied powers steadily beat them down, with the allies eventually breaking through the lines and progressively liberating territory. With the Allies steadily advancing and the war obviously lost, German forces began rebelling and Germany surrendered.

That's what's happening here. Russia has most of Donbas plus a buffer zone in some other regions that directly border Russia. Ukraine is throwing men at the front lines for Russia to kill but is running out. Territory held is largely irrelevant compared to the number of men killed and weapons destroyed.

So much to unpack there, but it's amusing how you cite "territory held is largely irrelevant" given that the tide has turned and Ukrainians are now the ones breaking through lines and liberating territory from Russian occupation. It's not much yet, but all the map trackers show the reversal. Russia is now officially loosing more territory than they gain. Russia WAS slowly gaining small bits of land, largely through sending meat waves of untrained ill equipped soldiers at Ukrainian lines until the Ukrainians ran out of ammo and had to fall back. However now 7 out of 10 Russians killed are killed by drones. The "no man's land" between the two sides is now many kilometers wide. Any Russian trying to advance gets hit by a drone. Russia has also losing on average 1 air defense system every day, and rapidly depleting. Russian supply lines are getting pummeled by drones. Russian refineries are getting pummeled by drones, with progressively worsening fuel shortages for both the military and for the increasingly rebellious population. Cheap advanced Ukrainian drones are taking out expensive crappy Russian drones, including Russian's new jet-drones. Practically every country on earth is asking Ukraine for their military drone tech, the Russians can't remotely match it. Russian's economy is also fucked, but that topic pretty needs a separate book to cover.

Interesting side notes on weapons destroyed. Russia is destroying it's aircraft almost as fast as Ukraine is, between incompetence and maintenance failures and friendly fire shooting down their own aircraft. Also the nation that is the biggest donor of tanks to Ukraine is... Russia. Ukraine captured countless Russian tanks intact because the Russian military is so abysmal incompetent and corrupt. And as I mentioned, Russian air defense units are depleting. The war is now approaching 5 years, longer than the entirety of WW1. Ukraine is a small fraction of Russia's size, and Russian is literally losing and headed towards another soviet-union-style collapse. The biggest shock to the world of this entire war is just how worthless Putin has made Russian military, through systemic corruption and systemic incompetence.

Polls show the Ukrainian population isn't interested in surrendering. They are defending their homes. It's simple, the war will end when all the soldiers go home. When Russian soldiers go back to their homes in Russia, and when Ukrainian soldiers go back to their homes in the currently occupied parts of Ukraine. Although that's not likely to happen until Putin either expires or is overthrown. Not only is he fanatical enough to drive his country to collapse in the attempt, he knows if he did end the war in failure he'd get killed or overthrown for it.

Anyway, pointless reply to a bot or a useful idiot. But maybe some random passer-by will find some bits interesting. I don't know about the rest of the world, but mainstream US news rarely mentions the Ukraine war anymore, and certainly not in any detail.

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it's for the protests triggered by the shockingly Russian-like election results we're about to see

That's not the issue - insurance companies have no problem giving insurance to humans which have "individual learning capabilities."

The problem is that while insurance companies can extract compensation from humans - essentially they can coerce the humans to work "for them" to pay them back - they can't get compensation from the AI, and there isn't a good framework to get compensation from the AI developers.

The issue isn't that the AI learns - the issue is that our legal framework doesn't have a good way to get "compensation" from errant AI - because the AI itself doesn't care if it gets shut off. You can't hold the AI itself "liable" like you can a person. So until we change the liability framework, we'll be stuck. This isn't a technical problem, so much as a social one.

Part of self-driving cars being safer than people is that they don't drive "very close together" - they follow at the appropriate following distance and speed for the lines of sight. This alone accounts for a large portion of the improved safety performance of these systems.

Autonomous cars are actually very good at the driving task. Where they fail is when they encounter situations that are "abnormal" and I think the industry has a problem here; state of the art is either to train specifically for every situation (impossible in the limit) or to kick the decision to a human in a support center somewhere. Things like emergency vehicles, school buses, farmer markets, construction zones, etc.

The industry needs to figure out how to get their systems to "get confused, then reason their way out of a situation."

This long tail is where humans still do better - when there is some "new" scenario, like a particular combination of debris in the roadway, on a Tuesday, with gawkers, during a fireworks display. You will never be able to "train" your way out of that - you need the correct structural formulation for the problem space.

The big takeaway I have from their study is that their study areas - major metropolitan centers - is that cities have way, way worse than average incidents per vehicle mile travelled.

I mean the national average is only something like 1.25 fatalities per 100M miles, injuries only 75 per 100M miles, and "all" incidents like 140 per 100M miles. But the benchmark numbers on the linked websites range from 200 to almost 700 injury incidents per 100M miles in those cities.

Like, if you are using the average number, you can't even reduce the number of incidents by 841 over 271 million miles, because the expected value is only 203. You have to have a rate of at least 300 injury-incidents per 100 million miles to reduce by 841 at over 271 million miles. So really, their results are driven by San Francisco, Austin, and Atlanta.

Their confidence bands are also pretty low; for example they quote 2 serious or greater injuries in San Fran, which on 82 million miles there is a rate of "0.02 per million miles". But 2 injuries is not really enough to make a statistical inference.

Least of all because all the miles are with different versions of their software - you can't make any predictive claim.

Statistics never lie, but you can make them say whatever you want...

We're playing with machines that we don't fully understand, which can move faster than we can, and we're giving them more and more autonomy. AIs don't have to kill ALL humans for us to legitimately begin to worry. A black swan event where a bunch of automated systems all suddenly begin maximizing the wrong expectation value at the same time could cause a massive global catastrophe so fast the damage would be done before anyone even knew it was happening, let alone be able to halt it.

Oh, you just mean every who isn't on the approved list.

If the AI companies want to guarantee their AI does not get used, they could add text to their EULA that says all data discovered to be connected with political campaigns or super-PACs will be made public and searchable, including contact and payment information. Boom, nobody would touch it.

They won't, of course, because they secretly LOVE the idea of pollical campaigns using their tools, but man, wouldn't it be cool if we have heroes instead of villains in the AI space?

Every time people hear what it actually involves is outrage and opposition, at least all the way back to when Intel first announced that they wanted to hardcode identity numbers inside CPUs in 1999. But the corporations involved have been relentless, and have sunk countless billions of dollars steadily forcing it forwards, and building front organizations to obfuscate and whitewash it.

With Windows 11, Microsoft was finally able to FORCE Trusted computing hardware into every new computer. Not just every new Windows computer, but every computer.

Every new Intel PC CPU has built in Trusted Computing enforcement hardware. Every new AMD PC CPU has built in Trusted Computing enforcement hardware. Every new ARM PC CPU has built in Trusted Computing enforcement hardware. The only processor lines that DON'T have it are the microcontrollers.

There are some unlocked smartphones available, but as far as I can determine it's literally impossible to buy a smartphone that doesn't have hardware trusted computing built in.

I specified that enforcing Trusted Computing at the internet access level is still a long term goal, they couldn't get away with it today. However they are well on the way to success. Virtually all new hardware supporting trusted computing, all the front groups rolling out standards and systems, and as it gets incorporated into things everyone is going to increasingly running into situations where they get locked out of stuff if they're not Trusted Computing compliant. Streaming already restricts you to the worst quality if you're not compliant, and it's only going to get worse as pre-Win11 computers fade out and as more things require it.

I'd hardly call exact date of birth "low information content".

And yes this does reveal exact date of birth, regardless of the bullshit obfuscation that it supposedly only reports age range. The server simply tracks the reported result every time the user connects, and on some specific day the result CHANGES to announce their date of birth.

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marketing managers at BMW

I should get back into security consulting. We're about to enter a new era of extremely poorly reviewed code deployed directly to production.

This is based on SLSA (Supply-chain Levels for Software Artifacts), brought to you by the same fuckers making Trusted Computing and the TMP (Trusted Platform Module). It's part of the same shitstack to prohibit you from altering your software and to lock you out of your own files, and to send spy reports out over the internet so you can be cut off if you "fail" the Trusted Computing check.

The software can use a TPM's (Trusted Platform Module) Sealing function to encrypt your data such that it's impossible to access your own data if the software is modified. It can then pass control over that data only to software updates that carry a signed security certificate from Broadcom (or any other company using this system).

It is no longer open source, your system no longer works as you can no longer access your Sealed data if you change so much as a single letter of the code. Even recompile unaltered code won't work, unless you magically manage to get your build environment absolutely identical to the company's build environment and get byte-for-byte output. Even that may be impossible with the newer levels of non-deterministic compiler optimizations.

Also, with TMP's Remote Attestation feature can be used to transmit your machine's software configuration over the internet, so that you can be cut off if your system doesn't match Broadcom (or other company's) cryptographically signed certificate.

And then of course there's Network Access Control (NAC) / Trusted Network Connect (TNC). In the long term, the goal is for ISPs to use NAC/TNC to interrogate your computer for Trusted Computing compliance, and deny you any internet access whatsoever if your machine isn't compliant. Software with this sort of "security" certificate would pass inspection, while any attempt to alter the code would be detected as "tampering". You then get "quarantined". What "quarantine" means is that you are denied internet access - with the exception that you do get very restricted access which can only be used to download the approved software to "fix" your computer into Trusted Computing compliance.