Sergio Galarza Covarrubias
167 posts

Sergio Galarza Covarrubias
@galcovaser
Data analyst, financial analyst, math and computer lover
Katılım Kasım 2023
78 Takip Edilen0 Takipçiler
Sergio Galarza Covarrubias retweetledi
Sergio Galarza Covarrubias retweetledi
Sergio Galarza Covarrubias retweetledi

Sergio Galarza Covarrubias retweetledi

A dev got so frustrated watching his AI agent write 500 lines for a 5-line problem that he built a fix.
He called it Ponytail. Named after the guy every team has - long ponytail, oval glasses, been there longer than the version control. You show him fifty lines; he looks at them, says nothing, and replaces them with one.
Now your agent does the same. Before writing anything, it looks for a reason not to.
80-94% less code. 47-77% cheaper. 3-6x faster.
The best code is the code you never wrote.
GitHub Repo: github.com/DietrichGebert…

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Sergio Galarza Covarrubias retweetledi

If you love computers, you'll love this book. Trust me.
It includes exciting plot twists like "We're out of bits but need to add a new instruction", and then a bunch of "navigating to the moon" stuff. But it's great.
mrdoornbos@mrdoornbos
I love pretty much every pre-1990 computer ever made. But my favorite by a long shot is the Apollo AGC. This is my second time through this book.
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Sergio Galarza Covarrubias retweetledi
Sergio Galarza Covarrubias retweetledi
Sergio Galarza Covarrubias retweetledi
Sergio Galarza Covarrubias retweetledi

MIT JUST MADE A 1048 PAGE COMPUTER SCIENCE MATHEMATICS TEXTBOOK COMPLETELY FREE.
No paywall or signup. Just the full book.
This is the exact math foundation that every serious software engineer, data scientist, and AI researcher needs.
What is inside:
↳ Mathematical proofs from scratch
↳ Logic and logical formulas
↳ Number theory and probability
↳ Graph theory and structures
↳ Algorithms and complexity
↳ Data types, sets, functions, and relations
This is the curriculum MIT charges tens of thousands of dollars to teach in person.
You can read the entire thing for free right now.
The people who will build the next generation of AI systems are not just good at coding. They understand the math underneath the code.
This book is where that understanding starts.
Save this. Share it with every developer, student, and self-taught engineer you know.
Link in comments.

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Sergio Galarza Covarrubias retweetledi
Sergio Galarza Covarrubias retweetledi

@ayesha_fatiima Everything that help you understand code is good.
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Sergio Galarza Covarrubias retweetledi
Sergio Galarza Covarrubias retweetledi

Algorithms by Jeff Erickson - one of the best algorithm books out there.
The illustrations make complex concepts surprisingly easy to follow. Highly recommend this.
jeffe.cs.illinois.edu/teaching/algor…



Vivek Galatage@vivekgalatage
My go-to algorithm visualizer for explaining DSA to students. algorithm-visualizer.org
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Sergio Galarza Covarrubias retweetledi

Grant Sanderson BUILT THE TOOL THAT MAKES MATH LOOK LIKE ART
it's called Manim built by the mind behind 3Blue1Brown
every smooth, beautiful math visual you've seen there..? written in code
here's what actually happened though
he wasn't trying to change math education
he was just annoyed
the tools were bad...the visuals were ugly... the math deserved better
so he did what engineers do when nothing fits
he built it himself
python, opengl...late nights...no audience
just a guy who had a picture in his head & needed a way to put it on screen
then the internet found him
the backprop, the attention mechanism, the transformers, the gradients
the entire mathematics the AI world runs on
he made it look simple using a tool he built in his room
ml engineers, math students, confused undergrads at 2am
all looking for the same thing
someone to make the hard stuff feel like human & Grant did exactly that not by simplifying the math but by making you see it
that's the thing about the best tools
they don't come from product teams
they come from someone who couldn't find what they needed
`pip install manimgl`
→ github.com/3b1b/manim

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@MoureDev La IA es un buscador potenciado; pero el costo de mantenerlo sigue siendo muy alto yo creo que esto es como la guerra de los graficos en los 80s 90s no va a ser rentable hasta que se mejore el haedaware y algoritmos. Ojo rentable al nivel que se espera.
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No creo que haya una burbuja con la IA en sí, pero sí una enorme en el relato de cómo la usan las empresas.
Nos quieren vender que todas funcionan como el equipo más avanzado de OpenAI o Anthropic, cuando la mayoría está a años luz (y muchas ni la usan casi).
Ojo, no digo que no haya que sacarle el máximo partido. Digo que la realidad de la industria no es la de algunas big tech.
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