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From Cave Scribbles to AI Sages: The Evolution of Large Language Models

10 min readMar 14, 2025
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“Ladies and gentlemen, welcome to the fascinating world of Large Language Models — or as I like to call them, fancy autocomplete on steroids. 🤖✨ These things don’t think, they just predict words so well that we think they think. Give them a prompt, and they’ll generate anything from Shakespearean sonnets to tech support emails that somehow still don’t answer your question. Are they groundbreaking? Absolutely. Do they hallucinate? Also yes. But hey, so do we after too much coffee. ☕ Let’s dive in!”

LLMs: What on Earth Are They?

Imagine you’re a caveman, and all you’ve got is a rock and a wall. You draw some stick figures, hoping your buddy Ugg understands that you want to hunt mammoths, not ride them like a furry Uber. Fast forward a few thousand years, and we’ve gone from grunts and hand gestures to Shakespearean sonnets, scientific research papers, and now — artificial intelligence writing better emails than we do. Enter Large Language Models (LLMs).

An LLM is like the most overachieving student in the universe. It has read more books than any human ever could, understands patterns in language, and can generate text that sounds eerily human. Think of it as a predictive text machine on steroids — but instead of just guessing your next word in a text…

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Agam Johal
Agam Johal

Written by Agam Johal

Constantly challenging the status quo, I delve into the depths of unconventional wisdom, exploring perspectives off the beaten path and uncharted territories.

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