duchifat.livejournal.com

Ivory Tower of a Hoopoe Bird: where linguistics meets artificial intelligence

If you look at the duchifat page. livejournal. com, you will immediately notice that this is not just a blog, but a kind of intellectual club for those who like to delve into the depths of language and technology. The name Ivory Tower of a Hoopoe Bird (or as it is translated in the description - Ivory Tower of a Hoopoe Bird) sounds a little mysterious, but its essence is quite simple. This is the place where the author reflects on the most difficult things happening now in science and IT. The main theme that the author raises in recent entries concerns how we understand language. He writes that syntax and semantics have long ceased to be something separate. It used to be that the rules of grammar existed separately from the meaning, but now it is clear: they are closely related. The author gives an example from life, saying that sometimes a symbol becomes the key to a real door, and not just a picture. This is important for understanding how the modern world works. But the fun begins when it comes to artificial intelligence. The author explains in detail what distributive semantics is. In simple terms, the meaning of a word is determined by what other words it stands next to. In modern neural networks, this is implemented through embedding - translating words into vectors in multidimensional space. The author jokes that in some systems this space has 12244 dimensions! And at the same time, in his opinion, reality is not needed for AI to work at all. Enough context. He recalls the famous phrase from the Matrix: There is no spoon. That is, meaning is created within the system, and not taken from the outside world. By the way, the author notes that such knowledge is now highly valued in the labor market. Those who understand transformers and latent semantic analysis can expect high salaries, up to two hundred thousand dollars. So if you're a mathematician or linguist, you might want to consider moving into this field. Overall, duchifat blog. livejournal. com is a resource for those interested in how language works at the deepest level and how these principles apply to creating smart machines. Entries are published regularly, the last one was published in August 2025. The author is not afraid of complex terms, but tries to explain them clearly, using analogies from physics and philosophy. .

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