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Cake day: November 6th, 2026

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  • I know it is but I do not want to call it an algorithm? I’m asking as someone who doesn t work in it but pretty close. As I see it, AI is a set of functions turned into tensor operations in a dimensional space (basically my university matrices class) and the parameters weights are adjusted based on collected data (human data as i understand in this case it could be reddit comment libraries or books or Meta data ).

    That last bit is why I don’t confuse it with an algorithm since then it would be a heuristic. Algos are predictible, like running a graphic simulation that uses a physical and logic model, yeah id agree that s all a system of algorithms. Heuristic in terms of structure and method may look like algorithms but they are “rule of thumb” approximations for specific problems where we cannot build a math system (like an algo). At this point it is the human element and adaptation of the AI to you that would make it a heuristic.

    Makes sense?




  • Algorithms are discrete operations done in a sequence, they are typically blind to ideas or personal opinions and are used for data processing, filtering, or calculations. Facial recognition algorithms are typically what you would call a complex algorithm as it uses conditions based on what the camera captures to make decisions as to where the face of said person is, if it is a person, are they smiling? What are their physical traits? Do they have white, brown, or dark skin, to adjust the contrast level for a good photo.

    Artificial intelligence models are not math driven. They are language models, trained through machine learning and operating on a transformer architecture. Not only do they not replicate the reasoning a human (they predict the probability of action based on statistics of choices of others) and are most definitely going to be used to influence choices and opinions, not in an educational manner but in coercive and controlling manner. And it will become very hard to understand what AI produced propaganda will become. Even scarier though to me, is that it will be even harder to understand the effects of AI use, since all political actions have a direct effects which are often easy to predict, but they also cause these “ripple effects” which are the more dangerous side of politics and these ripple effects caused by AI use in politics will be impossible to predict for me, you and the AIs due to their early stage.



  • Political battles and wars do not start this abruptly, thinking that anyone on the world stage would tolerate Putin waking up and taking over Crimea on a whim is either a misconception on your end or misplaced sarcasm. Crimea was invaded by russia due to the impeachement of the Viktor Yanukovych, which was illegal and overwhelmingly proven to be linked to US action. Furthermore, Russia had a naval base on the black sea that would have been reclaimed by the united states if the support of ukraine shifted to Nato following the impeachment of Yanukovych. It was a strategic necessity and a means of incentivizing ukraine to reconnect with Russia as an ally rather than attempt to side with NATO.

    Russia had retreated back into it’s borders in 2014 and just like with Finland and Austria, it respected surrounding nations borders as long as they did not engage in Nato expansionism.But to add one last point, Europeans are insane to the rest of the world when they think it rational to prefer the united states to Russia… Who between Russia and the US participated in 70+ assassination attempts of foreign politicians, undermined global peace and countries’ senses of agency and ruined Serbia, Afghanistan, Georgia, Iraq, Syria, Libya, and Venezuela? The last thing Russia needs is a regime change…

    As far as ukrainian journalists spoke of it, was politically motivated since Yanukovych was on good terms with Putin and part of the senate wanted to westernize if they had US backing to engage martially with Russia. Instead the US gave a solid year of military support and cut it s costs when came the time.