📚 Educational articles

Let's build our own ChatGPT

Build your own chat with an LLM application in just 56 lines of code and 15 minutes.

Apr 21 •

Alejandro Piad Morffis

But what is Artificial Intelligence anyway?

The no-BS introduction to the field of Artificial Intelligence you didn't know you wanted.

Apr 17 •

Alejandro Piad Morffis

The Lurker's Labyrinth

Chapter 1 of The Hitchhiker's Guide to Graphs

Apr 9 •

Alejandro Piad Morffis

Make a Customer Service Bot

Build a simple bot that replies to queries with personalized information from a user profile and general knowledge from a FAQ

Feb 13 •

Alejandro Piad Morffis

Chat with your PDF

Build a simple streamlit app using LLMs and vector databases to answer arbitrary questions from a PDF document

Feb 10 •

Alejandro Piad Morffis

The Hardest Problem

The most important theoretical question in Computer Science asks about the existence of truly hard problems, that can't be solved efficiently regardless…

Jan 25 •

Alejandro Piad Morffis

The Answer to All Questions

How the quest to answer all mathematical questions became the origin story for a new science.

Jan 23 •

Alejandro Piad Morffis

Supervised vs Reinforcement Learning

Some quick notes on when and how to use each of the two main Machine Learning paradigms.

Nov 14, 2023 •

Alejandro Piad Morffis

and

Edem Gold 🇳🇬

A Universal Language for Reasoning

Leibniz's dream and the search for a universal language of thoughts

Nov 9, 2023 •

Alejandro Piad Morffis

Thinking like a Computer Scientist - Rigor and Formality

Analyzing the role of two key qualities of sound, logical thinking, and how they can help you improve your reasoning and argumentation skills.

Oct 16, 2023 •

Alejandro Piad Morffis

and

Can linguistics, mathematics, and logic tell us anything about it?

Sep 1, 2023 •

Alejandro Piad Morffis

,

, and

Foundations of ML #2 - Learning Paradigms

A framework to characterize and understand the different flavors of machine learning, from supervised, unsupervised and reinforcement, to the many…

Aug 9, 2023 •

Alejandro Piad Morffis

and

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