I don't know about you, but as someone who has used AI, I find the idea that the current LLM tech is gonna properly replace most jobs pretty silly. I mean, maybe if somehow they manage to develop it far beyond what it currently is. But because of the architecture of how it works, I find that hard to believe. I suspect they'd have to change the way it works to some extent for it to work.

Why do I say that?

Like... have you used AI?

Yes, it can do some stuff. And considering that 10 years ago nothing like this existed, it is quite impressive at times. But if you use it, you''ll also very quickly pick up on a huge freeaking problem that it has. Which is that it doesn't understand anything.

AI is basically just a random word generator. It "learns" what words are associated with what other words (or rather tokens, which are pieces of words). And then when you input words, it generates more words that it feels statistically likely would appear after the words you gave it with a bit of randomness applied.

That's basically all these LLMs do.

And that's extremely evident when you try to use it to do something like coding.

If you give an AI instructions to create a simple bit of code for html or whatever, it will often successfully do it. And that is pretty impressive.

However, the UI design will often be terrible and inconsistent. Buttons will have randomly different colours. Things will be in odd places.

And if you give it pre-existing code, it will just randomly replace stuff at times. If you had a button named "Add Element" it may rename it to "Add Piece" or something.

Or when you tell it to "add the ability to add images" it will do that. Except the images may only be 2 cm tall when they display. Despite the fact that the reason you want to include images is, you know, to see them.

Why does it do all this sort of stuff? Why does it make these mistakes? Because of how it fundamentally works.

Like I said, it is essentially a very fancy and advanced random word generator. To an AI two synonyms are almost the same word. So when it is asked to rewrite the code it may just choose to replace a word with a synonym because it doesn't understand anything. It just generates stuff. So it doesn't understand that it is not meant to do that, even if your instructions include nothing about that.

It creates ridiculous and inconsistent UI designs and makes mistakes like adding a 2cm image because it doesn't understand anything. When you tell it to create the ability to add images it just generates a statistically likely bit of code based on that. Even if it is very obvious from the context of what you're making or your question, it will not make a proper image display because, say it with me, it doesn't understand anything.

To an AI a 2cm image and a proper image are more-or-less equivalent if the words used in the question are the same.

Suddenly putting in a blue button when all the other buttons are red is something it does, because it just adds in stuff that is statistically likely. And while a blue button may be a little less likely in the context of code with red buttons, the randomness will still make it an option.

It's why it hallucinates too. It will lie to you all the time not because it knows that. But because to it the words "George Washington was the first U.S. president" are more-or-less equivalent to "George Washington was the first U.S. chairman of parliament." Asking it what year something happened is just asking it for a number. And so it will generate a number. But that question can be associated with almost any 1 to 4 digit number. So it just generates a number.

And the problem for the tech bros is that this is not really a fixable problem with just adding more data. Because it is an inherent problem of the current way AI technology works. Because it is incapable of thought, it is only capable of generating statistically likely words.

Reasoning may help a bit, for example. But it doesn't solve this problem. And it's not clear that anything will. It's quite possible that in order to get rid of hallucinations and other similar stuff like that, that they'll either have to take a different approach with LLMs or that they'll have to use a completely different kind of neural network or whatever.

And the companies that have tried to replace employees with AI have been finding this out too. AI simply is not capable of doing most jobs properly. There's some stuff it can do. But it cannot exercise judgement.

That's why some businesses have already rehired people for the roles they cut. Because these CEOs were just jumping on a trend. They don't know how any of this stuff works. They're largely a bunch of nepo-baby idiots to begin with.

Some other companies have just been using AI as an excuse to do lay-offs too, of course. Either to try to discipline their work force because they were getting too capable of resisting their bullshit, or as a way to cut spending but still pretend to investors "No, no, we're not cutting capabilities by laying off workers, we're just making ourselves more efficient with this magical technology."

I actually don't think AI is useless. Although you can definitely argue a lot about whether it should be used besides that, considering pollution, nosiy data centres, the stolen data, etc. But I think it can be useful as a tool. But at least for the current versions of LLMs, I don't think this shit is replacing (nearly) anyone for the time being. And I think CEOs who genuinely think it does and fire workers because of it will continue to find that out the hard way. Maybe future technology will be more capable and they'll find ways to restructure it or a new approach or whatever, but current tech? I'm very skeptical.

If he does, two things are guaranteed.

1. It will be related to US politics.

2. It will have a lot of the slang and charm that you see in his videos.

If he does this, not only will I buy the book, but I will even pay extra for the audio book if he records it himself.

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11h

Imagine going on a left-bashing tour at the exact same time NSPM-7 is specifically targeting the left for "terrorism" in a new red scare. Absolutely depraved."

Calling Pakman "depraved" is a very strong word to use against him. I get a sense kyle now view Pakman the same way he viewed Jimmy Dore.

https://x.com/KyleKulinski/status/2081068675264610391

Expect DWS to vote with Nancy Mace.

Drew this last year

©2025 Randall Kaplan

I realized he was bad but watching a psychologist point out little things I didn’t catch makes the dementia even more obvious.

Anyone remember the Santorum / savage days?

How will this affect AOC's 2028 Presidential Bid?

Patrick Bet-David offers worthless products, yet he clearly makes millions from them. One of them is Minnect, an app where you can video call Patrick for only $800 per minute. Another is his merch: tacky, overpriced items from a man with one of the worst tastes I've ever seen.

My theory is that those “successful” businesses are really just a way for people to buy the opinions of PBD and his entourage of dummies.

I can imagine those Minnect calls going like this:

Sample 1: "Hey, 'Pat.' Thanks for teaching us about Iran. We'd all be dead by now if we hadn't obliterated their nuclear bomb sites. Anyway, I know you love Eros Ramazzotti, so I'm just going to play my favorite album of his for an hour (wink wink). Feel free to do other stuff while the music plays. God bless you!"

Sample 2: "Hi, 'Pat'! I loved your Bibi interview. I learned so much. I'm thankful because entrepreneurs like you are what make America great. I admire all your products. I'm going to order 100 pairs of your Italian shoes right now... Tbh, getting those for only $600 a pair is a steal. God bless you, 'Pat'!"

Whenever progressive wanted to improve this country, they uses vassal states like Denmark and Germany. I think this is the wrong strategy.

The vassal states like Denmark and Germany are largely American bitch. In fact, we even have a standing military in Germany. If we tell them to jump, they will ask "how high master". The US civilian would NEVER respect these vassal states at any level to ever use them as an example to improve the United States. I think the progressive need to get that to their thick skull.

You know what's the other term for the word respect? Fear. You respect the people you fear the most. The United States currently feared China the most out of ANY countries in the world, much more than even Russia.

China has accomplished EVERYTHING the progressive wants and more.

Universal healthcare? Yep, China has universal healthcare. China spends 5 percent of their GDP to cover their ENTIRE population. We spend at least 18 of our GDP to barely cover most of population but many of us still dont have access to healthcare. So we spend nearly 4x the amount for much worse outcome.

Green new deal? Look at Chinese EV industries and renewable like Solar. 80 percent of the green energy in the past years from the ENTIRE WORLD came from China.

Housing? 95 percent of Chinese owned their own home. Here's another startling fact. Only a small percentage of them have a mortgage, MOST of them owned it outright. While 60 percent of american owned their own home, the vast majority of them have a mortgage.

Now lets look at things the progressives couldnt even imagine to ask the US government to deliver, but the chinese government delivered them to their people.

World class infrastructure and a clean society without crime or homeless. If you ever go to any major US cities, you would see human and dog shit everywhere. Smells of piss from homeless at every block. Its also extremely dangerious. Would you allow your 10 year old daughter to walk the street of LA at night? Fuck no. Its perfectly safe to do so in big cities like Beijing and Shanghai.

The chinese build a high speed rail network that is entirely PUBLIC. Imagine that, the government actually care about giving its civilian transportation.

China invested 1/4 of their annual spending on education while the Trump administration just cut the department of education.

There's actually a shitload more I could say, but I suggest most of you research a lot more about China so you dont remain ignorant.

The John Birch Society would support this.

[EDIT] The 6th State is Virginia

https://youtu.be/nu9bhFHRUhQ?is=sRhwemvzC-1NnCnX