Dangers of AI

There’s been quite a bit of talk recently about the dangers of AI technology – from human jobs being replaced, to terminator-like robots killing all humans.

My take on this, after having seen some of the AI achievements, is that the name “artificial intelligence” is a misnomer – “artificial stupidity” would be more appropriate. Those things are essentially stupid as fuck, and have some extreme limitations, but they do have the ability to quickly iterate across datasets in order to find a solution, if there is a clear way of punishing failure and rewarding success. That’s basically all they do.

I’ve seen neural networks being trained to win in computer games, and the end-result is amazing and exceeds human ability, simply because it’s a scenario where there are clear win/loss events that enable the neural networks to be trained.

In essence, yes, those things can replace a significant number of human jobs; everything that has to do with data mining, pattern recognition and analysis, trivial but seemingly complex work such as programming that consists of finding and adapting code snippets from the web, or iterative “art” that consists of modifying and combining generic tropes – that’s all going to be done with AI. Engineering work that would require too many calculations for a human, such as fluid mechanics solutions – turbines, rocket engines and so on – are all excellent cases for neural networks.

Unfortunately, military use is among those cases, where it is quite easy to create loitering munitions – basically, drones that hover in the air – that can be sent to scan enemy territory for everything that moves, then recognise targets to identify the priority ones, and crash into them. Ground weapons that recognise human targets and take them down with some kind of a weapon also fit this category, as well as underwater drones that use passive sonar to scan for exactly the kind of ship they want to sink, and then rise from the sea floor and hit it from beneath. This is all trivially easy to do with pattern recognition of the kind that exists today, combined with the kind of hardware that exists today. Imagining killer drones as the humanoid terminators is silly, because such a form would not be efficient. Instead, imagine a quadcopter drone hovering above in scan mode, seeking targets, and then using some kind of a weapon to take them down – a needle with some kind of venom would do. It’s all technically feasible.

The more dangerous thing is a combination of neural networks and totalitarian-minded humans, and by that I mean all kinds of leftists in the West. An AI can data-mine the information sources in order to tag “undesirable” humans, and then this tag would be acted upon by the banks, governments, corporations and so on, basically making it impossible for one to send or receive money if not compliant with the current ideological requirements. This already exists and it’s why we must look for all the things the governments attack as “money laundering friendly” and adopt them as means of doing financial transactions, because if it’s “money laundering friendly”, it means the government can’t completely control it, and if the government can’t control it, it’s the only way for us to survive totalitarian governments aided by neural networks. Have in mind that the governments talk about controlling all kinds of criminals and perverts, but what they really mean is you. Targetting universally hated groups is merely a way to get public approval for totalitarian measures that will then be applied universally. What we will probably all end up doing in order to evade fascist governments is transact in crypto tokens, and settle in gold and silver, in some kind of a distributed, encrypted network that will be incredibly difficult to infiltrate or crack.

Basically, the payment and financial systems have been modified to accommodate totalitarian intent for decades already, to the point where now even the common folk understand that something is not right, but they cannot even imagine the danger. If someone restricts your ability to conduct business and purchase goods and services, and connects that to your political attitudes, you can kiss every idea of freedom and democracy goodbye, and that’s exactly what the American “democratic” overlords have been quietly doing, both at home and in their vassal states. Unfortunately, Russia and China are no better, because government power over the populace is just too tempting for any government bastard to resist.

So, basically, I’m not really afraid of AI. I’m afraid of AI being used by evil humans to create a prison for our bodies and minds, and only God can save us from this hell, which is basically why I think a nuclear war that would decapitate all the governments and destroy the technosphere that gives them infinite power is a lesser evil. The alternative, unfortunately, is much, much worse, because a logical continuation of “business as usual” is being completely controlled by the madmen who will cull the population every now and then to “save the planet” or whatever makes them feel good about themselves, and control us to the point where even saying the word “freedom” would put you on some list you don’t want to be on.

Ukraine war status

The Ukrainian “offensive” went about as well as I predicted; after a month of hard work and losing a big percentage of their men and equipment, they are still in the minefield zone in front of the first Russian defensive line, which they haven’t even reached.

Also, there is a NATO summit in Vilnius July 11-12, and Ukraine is acting as if it desperately needs to show some progress before then, because they have probably been told that if they don’t demonstrate the ability to take back “their” territory by then, they will be faced with the very real possibility of having to negotiate a settlement with Russia whereby they would have to cede territory in exchange for survival.

As a result, they have been preparing the public for an attack on the Zaporozhye NPP, which of course they will blame on the Russians, and they are making up stories about having destroyed all kinds of Russian equipment (which is very easy to fake by just taking pictures of their own destroyed stuff or just making stuff up like they usually do) .

The Russians, on the other hand, had very strange developments with Wagner, which is still too weird for me to make sense of; the obvious explanation is that Prigozhin got greedy and lost, but it is still possible that it was all a ruse of some kind I don’t understand. Also, the weather is now ideal for the Russians to go in with full force.

Essentially, heads up.

Offensive

There’s been all that talk about the upcoming Ukrainian offensive, and I keep waiting for people in the West to figure it out, but I’m afraid it’s not happening, so I’ll describe why such an offensive is simply impossible. I mean, it’s possible, but it’s an incredibly suicidal idea.

To put it simply, the way Ukrainians fought this war so far can be divided into two main tactical modes. The first is to dig into concrete installations surrounded by civilians, and make themselves extremely hard to dig out, and force the Russians to kill their own civilians in the process. The examples of this are Mariupol and Bakhmut. The second tactical mode is to use American satellite imagery in order to see what positions are poorly defended by Russians, and make a breakthrough there.

Both tactical modes are the result of battlefield realities: first, the Russians own the sky, they own the option of heavy bombardment, they see everything with satellites, AWACS planes and drones, and facing them in the open means facing a superior army without an element of surprise, which means annihilation. The second battlefield reality is that Ukraine consists mostly of vast empty landscapes – both forests and agricultural land and fields. Those vast swathes of land are basically indefensible, you can’t have enough military coverage to be able to protect every spot against a concentrated attack, and to add insult to injury, the Russians tend to be using extremely low numbers in this war, and I guess it’s called special military operation for a reason, because they aren’t using troop concentrations sufficient to make it a proper war, and on the other hand it’s not a police intervention either. This means that the Russians can’t defend the entire length of the front against a concentrated pin-point attack, and both sides need to give up open land immediately, because any non-fortified static troop placement will immediately find itself under enemy fire. This also explains why the Russians chose to withdraw from certain positions; open land is costly to defend, and you gain nothing except the ability to brag about controlling more land. The corollary is that the war is about controlling key fortified junctions, and after those fall, you also lose huge swathes of land that surround them. Also, the two sides see the war differently; the Ukrainians try to control as much land as possible in order to present this as a victory. The Russians, on the other hand, intend to destroy the enemy, and see control over the land as a result of that; controlling much land before the enemy has been destroyed isn’t necessarily something that incurs benefits, especially if you have a large “fifth column” to contend with on the territory you control, as they did in Kherson city, where a significant minority of the population is virulently pro-Ukrainian and created so much problems for the Russians that they decided to give the city up and destroy the concept of Ukrainian state and nationality first; policing crazy people at this point was more trouble than it was worth.

To put it in simple terms, the Ukrainians want to take the land and genocide the Russians from it. The Russians want to destroy the genocidal Ukrainian ideological leadership and pacify the country so that it is no longer a threat.

This makes any Russian withdrawal a moral issue, because the Ukrainians will kill all “collaborators” (read: normal people) on this territory. This happened in Bucha, it happened in Kherson city, and in many other places. Also, at any point where the Ukrainians get close enough, they will deliberately target Russian and pro-Russian civilians; they even targeted their own prisoners of war in order to discourage surrender. Wherever the Russians take control, they try to establish normality and civility; however, the part of the population that has been infected by the mental virus of Ukrainianism constantly create trouble there, and the Russians have no clear idea of what to do with them. They don’t want to kill them, and nothing else seems to work.

What does this mean to the possibility of offensive warfare by both sides?

As for the Russians, I’m not even sure that they themselves know what they want to do. For them, it’s more about what they don’t want: they don’t want the Americans to continue occupying and indoctrinating increasingly closer countries and installing virulently anti-Russian “democratic” zombies there, not to mention American bases and nuclear-war installations. They also don’t want to cause a nuclear war with America. In addition, they don’t want other countries to dictate what they can or cannot do in their own sphere of interest, for instance trying to restrict trade and the flow of money. Other than that, I’m not sure that they either know or care. They are in the process of figuring out what they are, and so far they can’t decide between the Imperial/Orthodox past and the Soviet past, trying to own the legacy of both, and integrate it with what they see as the good things that came from the West – capitalist economy, freedom of expression, democracy and so on. Unfortunately, this process of figuring out what they are is being interrupted by the West, which would prefer Russia not to be at all, which unfortunately makes it all-but-certain that the most radical, violent and determined fractions within Russia will prevail, because that’s what happens when the country and nation are under attack by a foreign enemy. This means that the goals and methods used by Russia in this war might suddenly change, from the current careful and indecisive approach, to a sledge hammer of genocide that will simply wipe out everything in its path, when they have had enough of this bullshit. This means that the Russians are exclusively limited by political will and ideology, and militarily they can do whatever they want, when they decide that they want it enough to pay the price required for freedom.

The Ukrainians are a different matter. Ideologically, they have no problem with any kind of murder, torture, genocide or plunder required to attain their goals, which are to kill all Russians and create a Ukrainian fake nation with a fake history in their place. Their problem is that they have no military or industrial capacity for any such thing, which necessarily makes them an instrument of the West. They also sustained heavy losses and simply don’t have the manpower left for offensive warfare. They supposedly have 12 brigades trained by the West, in reserve for the “spring offensive”, but if you have in mind that they lost 35 brigades in Bakhmut, and they presently don’t count brigades at more than 50% of conventional numbers, it becomes obvious that they can’t perform serious offensive actions against any position the Russians are willing to defend, and the Russian goal won’t even be to defend a position, as much to kill those 12 “brigades” of virulent Nazis, and once this is done, simply march to Kiev and take over. The Russians won’t fight the Ukrainians over some field, they intend to destroy the hostile Ukrainians, and the easiest way to weed those out is to wait for them to come to you with guns and try to kill you. Then you turn them into graves and repeat the process until they stop coming. At this point you march to Polish border and establish the Democratic Republic of Ukraine as a member of the Russian federation, the way it historically always was.

So, why exactly is it technically impossible for the Ukrainians to perform an offensive? First of all, they don’t have the high ground, which at this day and age means supremacy in space and air. In space, the Americans provide the Ukrainians with all the data, but the Russians see everything as well, so things are equal in that regard. However, the Russians control the air, and for all intents and purposes, the entire Ukraine is a Russian-managed no-fly zone. Whatever flies there is either Russian, or a target. To prepare for an offensive means to stage fuel, weapons, ammunition, food and men close to the point where you want to make a breakthrough. As you do the staging, the enemy does the watching, and when your warehouses and barracks are full, they blow them up. This is what’s been happening in the recent weeks, to great effect, and to a point where the Ukrainians no longer have anything to do the offensive with. Also, when you assemble all those troops, tanks and stuff, it’s very visible from orbit, and a very nice and fat target for the Russian cruise missiles and airforce. On the other hand, the Russians can assemble whatever forces they want in the background, and the Ukrainians can’t do anything about it. This means that the Ukrainians can’t technically perform significant offensive operations, and the Russians can, but whether they actually do it depends on their strategical assessment of the wider war with the West, and their intents on the international scene.

Post-Bakhmut analysis

After the liberation of Artyomovsk (or, should we say, successful accomplishment of the Bakhmut meat grinder operation), some numbers are starting to come up, so I’ll lay down the basic stats.

The Ukrainians seem to have rotated between 27 and 35 brigades in and around Bakhmut. Those units are now mostly destroyed – dead or wounded. The minimal number of Ukrainian dead in this operation was around 50000, although I wouldn’t be surprised at twice as much.

The vast majority of Russian fighters involved in the operation belong to the Wagner private military organization, and the number that is mentioned is around 26000 men, enhanced by some Russian regular troops – marines and paratroopers. The losses on the side of Wagner are not clear – I haven’t seen any actual reports, but I would guess two to five thousand dead, but the number of troops involved in the operation definitely puts the upper limit of 10000 to a total number of Russian casualties in the operation. The Wagner people also seem to be tired, stressed out, and in dire need of being rotated out of the front line.

The Ukrainian positions in Bakhmut were among the most heavily fortified positions in the history of war, and I’m not saying that lightly. There are hundreds of kilometres of underground tunnels and facilities there, plus the Soviet reinforced concrete buildings that are incredibly hard to grind down. They also had all kinds of drones and surveillance equipment, uninterrupted supplies and so on.

The conventional wisdom of war states that you need a 3x stronger attacking force to conduct a successful siege. The fact that the Russians managed to grind down such a powerfully fortified settlement with so few troops is a unique thing in the history of warfare. Their success can be attributed to several factors. First, the Ukrainians tend to approach warfare like moles and ground hogs, digging themselves in and counting on being very hard to dig out. By doing this, they forfeit all initiative of manoeuvre warfare, and basically just postpone their inevitable defeat. Furthermore, the Russians used more and better artillery, advanced tactical and operational skills, and worked against an enemy whose position is fixed and known, with their own force that is flexible and mobile. They also used some very advanced stuff, like electronic tags for preventing blue-on-blue fire, drones, infrared goggles and sights and so on, and they also controlled the air, being able to call on occasional airstrikes, although this happened rarely. The fact that the Russians had a much smaller force contributed to the length of the operation, but to be honest, the nature of the operation was such that you could hardly do this faster by throwing more men at it; you would merely increase your losses, which the Russians tried to avoid, and quite successfully.

So, far from the picture of courageous but outnumbered Ukrainian soldiers fighting against a huge tide of Mordor, the truth seems to be the opposite – the huge number of Ukrainians dug themself deeply into concrete, displayed neither military skill nor tactical intelligence, underestimated their enemy, misread the tactical situation, and were an inferior fighting force by absolutely all standards of warfare, except for the level of equipment, which was of the highest NATO quality and included very current intelligence provided by American military satellites and analysts in Ramstein and other locations via satellite Internet link. Another deplorable thing about the Ukrainians is that they invariably tend to dig in in a civilian settlement, and not just any, but one with Russian population, because they know that the Russians will care about civilian casualties, and to them, the more Russian civilians die, the better. This fact complicates things immensely for the Russians, because they have to restrict the use of weapons of mass destruction, and basically dig out the ground hogs slowly with very granular and localised attacks, and not, for instance, with high-yield thermobaric weapons that would basically kill every living thing in the area, or with enough explosive to level the entire city blocks, which they absolutely could do.

All in all, this confirms my assessment that the Russians were doing this operation with basically their little finger, and one arm and both legs tied. They didn’t use practically any of their military, they didn’t use high-yield weaponry, they were constantly fighting outnumbered, and the enemy could count on NATO intelligence support from satellites and AWACS planes and what not, and they treated this not as some great adversity, but they literally called this “operation meat grinder”. They saw this as a slaughterhouse for the enemy, because they got them to defend a strategically crucial point they can’t afford to lose because it controls the entire area east of Dniepr river and is also the most heavily fortified area in that part of the world, and they knew several things: Russian soldiers are better, Russian tactics are better, and Russian weapons are better than NATO weapons. This sounds incredible, but the results speak for themselves.

Also, it is obvious that the Russians were in no hurry to end this quickly at all cost; they are in fact in no hurry even to end the regular bombardments of Donetsk city. My analysis of their strategy is that they are trying to accomplish two major things: first, not escalate this into a nuclear war if at all possible, because then the losses would be such, that the entire Ukraine would be a rounding error; and second, avoid being so successful in warfare that they destroy their own economy and relations with friendly countries in the process. Winning Ukraine is not really a goal; it’s basically not even something they really want, but rather something they tried very hard to avoid, but couldn’t. If they wanted to get Ukraine, they could do it easily by cutting all Ukraine’s ties to the West by entering from Belarus at the NATO border with several hundred thousand troops and thousands of tanks and other heavy machinery, turning off gas, electricity and water to all population centres of Ukraine, destroying the Ukrainian military, killing their leadership and installing their own military government in Kiev. This is still quite possible, but I have to ask, what would they actually gain, and at what cost? They would demonstrate strength and decisiveness and eliminate a very hostile force that is a puppet of their true enemies. Millions of Ukrainians would die. This would portray the Russians as ruthless, dangerous savages and would result in a serious propaganda victory for the West. Now they look “weak” and “indecisive”, but they also look restrained, careful and rational. Maybe they don’t want to look like someone who has the most powerful military in the world, and no virtue and restraint in its application, no? However, I’m not sure that their restraint works against America, because America seems to be too stupid to understand it or even to perceive it; they implicitly assume that the Russians would just go in and brute-force everything if they could, and the fact that they don’t means that they can’t. The concept that the Russians could easily depopulate Ukraine, but simply don’t want to do it because of moral reasons, is absolutely unfathomable to the Americans, because they see the Russians as a big violent stupid bear that does everything by brute force and great numbers, and they see themselves as surgical-precision superior-technology superpower; however, the mere statistical layout of the Russian victory in Bakhmut, which will be called Artyomovsk from now on, proves the opposite. The Americans are the ones who get by using low-precision (basically, kill them all and let God sort them out), brute force, numerical supremacy approach (so called “shock and awe”), and the Russians are using high-precision, high-technology, strategically and tactically careful approach, succeeding against a NATO force that has satellites and AWACS and all kinds of ground weaponry, and is 3-4x more numerous, and the result was a resounding Russian victory with minimal losses of manpower and equipment.

The silliest thing is, the West still thinks it has a technological and tactical superiority, and believes in magical virtues of “modern NATO weapons” and “NATO training”, both of which proved to be obviously inferior. Unless American military analysts do an analysis similar to the one I made, this is absolutely not going to end well for anybody, because they are going to double-down on their mistakes until they feel they have to resort to a nuclear option, which the Russians are trying to avoid at all cost, but this seems to actually increase the probability of such outcome. I don’t think it’s possible for the Americans to accept the facts of the situation, which are that their technology and tactical training suffered a resounding defeat by a technologically and tactically superior, but vastly numerically weaker enemy. They just had too much of their own kool-aid, and the talk of sending F-16s into Russian air defence umbrella is strong evidence thereof. They just don’t get it that the Russian rocket technology is at least 20 years superior to their own, that Russian radars are superior to their own, and that the Russians also have satellites and AWACS planes, high-precision and long-range rockets, and all kinds of technological wizardry. Unfortunately, after the cold war they stopped being afraid, and they could very much use fear at this point, because they were never so relatively weak against an opponent since their independence war against Britain.

Broke and gay

The unexpected thing that happened recently was that Russia gave Belarus tactical nuclear weapons, and I don’t mean it in the sense that Russia deployed tactical nukes in Belarus under Russian military and political control; no, the nukes are under Lukashenko’s military and political control. This is unprecedented, because the Soviets never allowed the Cubans direct control over nukes deployed in Cuba, for instance; nukes leaving Russian control is an extraordinary move, literally breaking the treaty on non-proliferation of nuclear weapons (NPT) – literally, Article 1 as stated: “Each nuclear-weapon State Party to the Treaty undertakes not to transfer to any recipient whatsoever nuclear weapons or other nuclear explosive devices or control over such weapons or explosive devices directly, or indirectly; and not in any way to assist, encourage, or induce any non-nuclear-weapon State to manufacture or otherwise acquire nuclear weapons or other nuclear explosive devices, or control over such weapons or explosive devices.”

Considering how anal Putin is about domestic and international law, this is really a shocking development and I don’t really understand what it means, in terms of geopolitical strategy. I would venture a guess that this was a concession Putin made to Lukashenko, and since we are not privy to their internal talks, I won’t even try to guess what it’s about. The statements in the news are phrased in a way that makes one assume that the Russian nukes are deployed in Belarus, and that they are Russian-controlled, but that’s not how I’m reading this.

The weapons are deployed in the Western part of Belarus, and, if we assume they are mounted on Iskander missiles with 500km range, they cover Poland and the Baltic states, as well as the western Ukraine. This is the most likely scenario. An extension of this scenario are the nuclear-tipped Kinzhal missiles on Mig-31 planes stationed in Belarus, but I would expect those to be under Russian military-political control. The tactical nuclear warhead is probably a variable-yield 5-50kT device. Since the Belarusian airplanes have already been modified to enable them to use nuclear weapons, this probably means cruise missiles, in addition to the ground-based forces.

In reality, since America is merrily proliferating their own tactical nuclear weapons within NATO, this can be seen as a response, but I still find it shocking. If we combine this development with the fact that the Russians have been arming their ships with tactical nuclear weapons for a while now, things begin to look quite serious.

Another unprecedented event is Admiral Gorshkov frigate (the one armed with Zircon hypersonics and, likely, tactical nukes; the one that made the American analysts freak out because it can sink anything in the Atlantic ocean) arriving in Jeddah, Saudi Arabia. This is obviously a message to America – not only do we no longer need your “protection”, but we invited this specific ship for a specific reason, which is for you to understand that any attempt to bully or intimidate us will end badly for you. The other side of this agreement between Saudis and Russians is the announced OPEC reduction in oil production, which will put pressure on America and its vassals. Also, I would expect American oil theft project in Syria to come to an abrupt and violent end.

In the meantime, in America the liberals are trying to prosecute Trump on some bogus charges related to some slanderous porn star and his lawyer paying her money to shut up, the deranged trans-perverts are shooting people in Christian schools, and the only thing they apparently produce there are rainbow flags that the rest of us find revolting and abominable. This rainbow-mania looks like a combination of a train wreck and something you think must be a joke but then you see that they are actually serious and you just stand there with mouth agape, not knowing what to say to that at first, but then you get your shit together and say “fuck that, you are all insane”. America is a lunatic asylum pretending to be a country, at this point. Basically, the sane half of the country seems to be in a combination of shock, incredulity and panic, and the other half of the country seems to be waging an all-out war against reality. Also, they spent most of their petroleum reserves already, they no longer control OPEC (in fact, Russia seems to be doing that), their economy is producing mostly “financial products” and it all looks like Wile E. Coyote from the cartoon, after he ran off a cliff and is still hanging in the air because he didn’t look down yet. Gold is at an all-time high, but honestly it’s dirt cheap compared to what it’s going to cost once the coyote looks down.

On a comical note, Finland just joined NATO, which at this point looks like a suicide pact of the broke and the gay. No industry and no energy, but plenty of money printing and banning cars because of “climate change”. Also, lots of gay and Ukrainian flags, which seem to be interchangeable at this point, because both stand for Satan.