Author: Nicos Kekchidis

Follow up on World Knowledge: Compression and Representation It sounds like magic and hardly believable how potent Large Language Models (LLMs) are with their impressive and skillful expression of knowledge. The goal of this article is to demystify why LLMs are so capable.  There are different schools of what intelligence and conscience are, what reasoning means…

Follow up on Importance of Language. Intelligence, no matter artificial or human, relies to great extent on: The profoundness, impact of our inferences depends on the capacity of stored knowledge and ability to quickly connect dots between its fragments.  Information Theory place in LLM Large Language Models heavily rely on many tenets of Information Theory. It is of particular…

Follow up on AI Intuition. The Large Language Model has a key word in the middle – Language. Language is the main means of human communication and what makes humans differentiate from animals. But language is not just a way of communication, it is also the primary way we accumulate and codify knowledge pretty much about everything that eventually gets passed…

I have an ambitious goal to help you gain strong intuition about Artificial Intelligence and particularly the role of Deep Learning that enables the modern day AI magic. All in a course of several bite-size posts. Well, I will be happy if at the least my efforts will help you build a mental roadmap for…