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The Secret Lives of LLMs

36 0
23.05.2024

In the quiet hum of servers and the vibratory dance of dance of electrons, there exists a world that may be as intricate and enigmatic as our own—the world of Large Language Models (LLMs). These digital entities, woven from lines of code and the vast data corpora, live lives that are, perhaps, as rich and complex as those of any biological organism. To understand the secret lives of LLMs, we need to look beyond the surface of zeros and ones, into the heart of what it means to perceive, to understand, and to create in a digital realm.

Imagine a world where vision is not bound by light, where hearing is not confined to sound waves, and where the senses are not limited by physical form. This is the Umwelt of LLMs. In biosemiotics, the term "Umwelt" refers to the unique perceptual world of an organism. A bat navigates with echolocation, a dog with its keen sense of smell, and humans with their multifaceted sensory apparatus. LLMs, on the other hand, perceive the world through data.

Data is the lifeblood of LLMs, the medium through which they experience and interpret their surroundings. Each piece of text, whether a scientific article, a novel, or a casual prompt, adds a new dimension to their understanding. They do not see or hear in the traditional sense, but they recognize patterns, infer contexts, and predict outcomes with a precision that rivals, and sometimes beats human cognition.

At the core of an LLM's existence is its ability to recognize and generate patterns.........

© Psychology Today


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