Ricardo B

Do the best.

[PlayStation Nostalgia @PlayStalgiaX]

POV: You're about to start a game that you will remember forever

[Andrej Karpathy @karpathy]

This is the the quote I've been citing a lot recently.

[PlayStation Nostalgia @PlayStalgiaX]

POV: you're about to play peak

[Brei 🦄 @breyyy06]

Yo despertándome el domingo sabiendo que no soy jurado de votación

[Haider. @haider1]

Mathematician Terence Tao:

Training and running LLMs isn't mathematically difficult; any math undergrad could understand the basics

The mystery is that we have no theory to predict why models excel at certain tasks and fail at others

"we can only make empirical experiments"

[Ricardo B @RBuritica06]

Pure control engineering

[Ricardo B @RBuritica06]

@calcsam BOOK

[Ruben Hassid @rubenhassid]

Andrej Karpathy says you should learn AI depthwise, not breadthwise.

Most education is breadthwise: watch lectures, memorize formulas, and trust you'll need it later.

Karpathy flips this by learning "depthwise, on demand."

What this means:

Pick a project, start building, and learn exactly when you hit a wall.

When he created a tutorial on transformers (the architecture behind ChatGPT), he didn't start by explaining attention mechanisms or complex architectures.

Instead, he started with the simplest possible thing: a lookup table that predicts the next word.

You build that first. Then you try to make it handle more complex patterns.

And it breaks.

Only then, when you've felt the limitation, does he introduce the next concept. Each piece solves a problem you've actually encountered.

As he puts it:

"It's a dick move to present the solution before I give you a shot to try it yourself."

When you attempt the problem first, the solution actually makes sense.

Teaching forces you to learn. "If I don't really understand something, I can't explain it."

When you try to explain and stumble, you've found the gaps in your understanding.

...

Build a project that gives you a reward.

Hit a wall. Learn just enough to solve it. Then explain it to someone else.

Don't consume content. Build the code.

That's how you actually learn.

[Ricardo B @RBuritica06]

@BharukaShraddha AI

[Empire Mindset | Wealth Architect @guideforman]

Project Management

[Elon Musk @elonmusk]

https://t.co/Mg0oHBVoxf

[Elon Musk @elonmusk]

No AI was used to create this

[Massimo @Rainmaker1973]

China is testing a vacuum high-speed train that can travel over 1,000 km/h.

This ultra-fast vacuum tube magnetic levitation system could reduce the travel time between Shanghai and Hangzhou (distance: 200 km) to just 9 minutes.

[Daily Fashion @genamind]

AI Agent trends have drastically changed from 2024 to 2025

[Operador Nuclear @OperadorNuclear]

Alemania cerró sus nucleares y sigue quemando carbón para cargar sus iPhones y Teslas. Todo muy steampunk.

[Ricardo B @RBuritica06]

Opinión | Ciencia sin industria: una advertencia urgente para la ingeniería de control en México

No solo pasa en México también pasa en Colombia https://t.co/OqYlzYNWov

[Cultura Literal @culturaliteral1]

Y luego hay gente que lo llama suerte.

[Ulises @UlisesDavid__]

Eres old pero así de old