> To be honest, I still don’t fully understand how ideology can cloud the mind so thoroughly that only a single way of thinking remains possible.
From what I know, and please correct me if I am wrong; it relates to fear and cognitive dissonance. First, by creating FUD the perpetrator can cause physical narrow-mindedness within the brain, the amygdala — centre of emotions if you will — takes control which reduces reasoning capabilities. Second, by introducing multiple conflicting viewpoints in that state, you induce what we call cognitive dissonance. The brain is unable to reconcile the two opposing (or even just differing) views. This is a conflict at the circuit level of the brain, and the brain needs to reach a conclusion, and conveniently the conclusion is produced by the perpetrators of fud, those who seek to control/exploit others.
China is on the path to doing just that, and I expect the heads of the government (or at least the people behind the scenes) in both EU and India consider this.
The US has, unfortunately, proven to be a very unreliable partner.
Any reason for creating a new tensor when accumulating grads over updating the existing one?
Edit: I asked this before I read the design decisions. Reasoning is, as far as I understand, that for simplificity no in-place operations hence accumulating it done on a new tensor.
In my view there's two parts to learning, creation and taste, and both need to be balanced to make progress. Creation is, in essence, the process of forming pathways that enable you to do things, developing taste is the process of pruning and refining pathways to doing things better.
You can't become a chef without cooking, and you can't become a great one without cultivating a taste (pun intended) for what works and what it means for something to be good.
From interactions with our interns and new-grads, they lack the taste, and rely too much on the AI for generation. The consequence is that when you have conversations with them, they straggle to understand the concepts and tools they are using because they lack the familiarity that comes with creation, and they lack the skills to refine the produced code into something good.
That is a very weak argument. I don't have any way to decline seeing the ads before I do. I can't disable tracking by disabling js because, like a parasite, tracking software has uses what is necessary technology for websites to function.
In rust, there are two kinds of references, exclusive (&mut) and shared(&). Rustc guarantees you that if you provide an exclusive reference, no other thread will have that. If your thread has an exclusive reference, then it can mutate the contents of the memory. Rustc also guarantees that you won't end up with a dropped reference inside of your threads, so you will always have allocated memory.
Because rust guarantees you won't have multiple exclusive (and thus mutable refs), you won't have a specific class of race conditions.
Sometimes however, these programs are very strict, and you need to relax these guarantees. To handle those cases, there are structures that can give you the same shared/exclusive references and borrowing rules (ie single exclusive, many shared refs) but at runtime. Meaning that you have an object, which you can reference (borrow) in multiple locations, however, if you have an active shared reference, you can't get an exclusive reference as the program will (by design) panic, and if you have an active exclusive reference, you can't get any more references.
This however isn't sufficient for multithreaded applications. That is sufficient when you have lots of pieces of memory referencing the same object in a single thread. For multi-threaded programs, we have RwLocks.
That creates more trading opportunities tbh and eventually the market will calibrate. Similar has happened to trump and his tarrifs plus all those truth/xitter messages.