i want to make two points regarding this.

1 - GIGO ( Garbage-in Garbage-Out ). What mainstream media doesn't want to talk about is that Google Gemini AI Fiasco had nothing to do with AI and everything to do with the garbage google had on their Image Search platform which they fed to the AI.

Of course when images were hand cherry picked they were carefully selected to just the right level of DIE-Versity for any given "Current Year" ( TM ) so that the frogs being boiled wouldn't notice anything odd.

when they fed that shit to AI and it produced Black Vikings and Black Founding Fathers it inadvertently raised the temperature too fast so that even the most brain-dead of Frogs noticed the water was hot.

i just checked and Google Images has mostly fixed it, but in the old times when you searched for "Happy White Woman" you only got images of inter-racial couples of white woman and black man. This was a well known joke on GAB. now you actually get images of happy white women because they had to do damage control after Gemini AI snafu. That said, you still don't get images of a white woman with a white man let alone with white kids. So it's still just as 100% censored as before but less comically and less obviously so.

Amazon Reviews AI has GIGO problem where they group reviews of different items together and then have AI do one composite of all the reviews. again - the AI is not at fault - it's the idiot humans on Amazon who insist on grouping reviews from items that are substantially different. for example they group all Samsung Gaming monitors together even though some are OLED and some are Mini-LED but they combine them all and then ask AI to summarize it in one paragraph.

the 2nd point i want to make is - out of all the mistakes one can make, under-estimating the evil of your enemy is the one mistake you do not want to make. i learned this lesson from having a sadist father who everybody knew was a bad person, but for some reason people assumed there was a limit to his evil. in reality they were simply projecting their own limits on him - this mistake is common in politics - and it is fatal.

our leaders are NOT "just like us" in fact they are the opposite of us, or they would be next to us and not above us.

when Israel bombs hospitals and blocks food, water and humanitarian aid to victims of their bombing that should give you a clue as to what you're dealing with. you're dealing with pure evil and i am not even religious but there is no other way to put it.

the Jews call non-Jews goyim ( for "cattle" ) but white men never treat cattle the way Jews treat Palestinians. White men kill cattle humanely - we don't deny cattle food and water like Jews do to Palestinians.

so if there is one lesson i want you to learn here it's that you should never place a limit to how low you think your enemy will stoop. that limit is your projection of how low you would go in your enemy's place. whereas your enemy might not have any limit at all. in fact the Jews and the Globalists do not seem to have any such limit or at least one was never discovered.