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TDS Archive

An archive of data science, data analytics, data engineering, machine learning, and artificial intelligence writing from the former Towards Data Science Medium publication.

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Prompt Engineering Could Be the Hottest Programming Language of 2024 — Here’s Why

16 min readDec 21, 2023

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a woman with dark skin and curly hair wearing glasses, seated at a desk in a dimly lit room, illuminated by the soft glow of her laptop screen. Papers and digital devices are spread out on the table, suggesting a busy work environment. The woman appears focused and engaged with her work, possibly coding or analyzing data, as indicated by the graphical elements on her laptop screen. The setting conveys a late-night work atmosphere with a sense of calm concentration.
Unless indicated otherwise, all the images are generated by the author using Midjourney, DALL-E, and Canva.

“I don’t think it’s accurate to think of Large Language Models as chatbots or some kind of word generators,” Andrej Karpathy, one of OpenAI’s founding members, said. “It’s a lot more correct to think about [them] as the kernel process of an emerging Operating System.”

Wait, but what the heck does that mean?

Large Language Models (LLMs) will gradually become the interface between you and computer systems.

Right now, you’re holding a device that has some computing power inside it, but you can’t directly access that power. Your interaction is mediated by an Operating System (such as Windows, Mac OS, and Android,), which transforms a collection of chips and circuits into a user-friendly interface.

Your Operating System (OS) allows you to perform a wide range of activities (like reading some bald dude’s article) through a variety of apps running on top of it. Each app has its own User Interface (UI) and its own set of tasks it can accomplish. You jump from one app to another, one UI to another, depending on what you need to do.

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TDS Archive
TDS Archive

Published in TDS Archive

An archive of data science, data analytics, data engineering, machine learning, and artificial intelligence writing from the former Towards Data Science Medium publication.

Nabil Alouani
Nabil Alouani

Written by Nabil Alouani

I drink coffee and write prompts || 100% human-generated content || Weekly mails: https://nabilalouani.substack.com