Oh this is so nice, this is what community is for ... 👨‍❤️‍💋‍👨

https://youtu.be/byQmJ9x0RWA

These AI safety videos really are freaking me out ... 😱

Hey guys, I hope you didn't miss me too much! Today won't have too many exciting new things, but I think it can be considered a good take.
Today I was watching a Crash Course video about how to navigate the internet, and it mentioned two things: vertical reading and lateral reading. I want to explain these concepts and also ramble about what I was thinking at the time.
In short, vertical reading is when you read a piece of content directly from top to bottom. Lateral reading is when you first read about the source from other sources — to understand its intentions and agenda — and then read the original content with that context in mind.
Although this is a good habit to have, I don't think you or I, who are being bombarded with new information left and right, can realistically do this in-depth research for everything we hear. Just today I watched things about the central limit theorem, a method for building curves from moving straight lines, diffusion algorithms, CNNs, and graph neural networks — a lot of things just from morning to evening.
So what I think we should do, or at least the most efficient approach to lateral reading, is to only apply it when you encounter a contradictory claim. Until then, hold your current view as authoritative. But when you do see a contradiction, instead of trying to make the new claim fit your existing belief, first start by uncovering the hidden assumptions behind your own belief through lateral reading — before evaluating the new one. moreover i wander is an algorithm of this kind will bet the efficiency of A* and greedy algorithm, i asked chatgpt and it said it looks similar to lazy algorithms such as dynamic A** so if you guy know anything about this algorithm, or this topic feel free to comment🙂‍↔️🙂‍↔️🙂‍↔️🙂‍↔️

Morning fam 🙌🙌🙌

"የምትወዱት ሰዎች ፈጽሞ አልቅሱለት፡፡

ወየው ወየው ወየው አማኑኤል አምላካችን፡፡

ወየው ወየው ወየው መድኃኒታችን ኢየሱስ፡፡


ወየው ወየው ወየው ንጉሣችን ክርስቶስ፡፡

ወየው ወየው ወየው ጻድቃን ከዕንጨት አወረዱት፡፡

ሥጋውንም ለመገነዝ ከርቤ የሚባል የጣፈጠ ሽቱንና ንጹሕ በፍታን አመጡ፡፡

ቅዱስ እግዚአብሔር ቅዱስ ኃያል ቅዱስ ሕያው የማይሞት የማይለወጥ፡፡

ከድንግል ማርያም የተወለደ አቤቱ ይቅር በለን፡፡

ቅዱስ እግዚአብሔር ቅዱስ ኃያል ቅዱስ የማይሞት የማይለወጥ በዮርዳኖስ የተጠመቀ በመስቀልም የተሰቀለ አቤቱ ይቅር በለን፡፡"

ቅዱስ ዮሐንስ አፈወርቅ

https://github.com/danielgatis/rembg?tab=readme-ov-file

this is an awesome cli tool - u don't have to search for background remover ai free 😁 just use this using

rembg i path.png // or open the http server using rembg s --host 0.0.0.0 --port 7000 --log_level info

So today I was reading this paper: https://arxiv.org/html/2511.22570v1 -> It is the deepseekmath-v2 and u know it is insane, it scored Gold level on IMO 2025, while my brain here still glitches understanding the architecture 😁

It was a good read -> obviously used claude for studying deeply and I made the compressed version of the whole paper in the telegraph below ... anyone interested can read 🙂‍↕️🙂‍↕️🙂‍↕️

https://telegra.ph/DEEPSEEKMath-V2-03-13

Morning Guys 🙌

Today I will post u abt diffusion models if I have time -> @origin_coders asked for it, I think u might also be interested

The Situation We're in
#forfunny

Have a Good Night 🙏

@AAUMEREJA

Claude is currently teaching me what in the world lean is 😁 ...

https://youtube.com/shorts/8zMowckwKK4?si=Su3f91-qCXUSboMk

People are really insane u know 😧😧

https://youtu.be/-ndTTdOW_i4?si=ps2fusFP0QcCNjyO

No one can deny the insanity of the future 😳😳😳

Tomorrow is ደብረ ዘይት(half of the great lent), the day we remember that God will come and give His final decision.

Sometimes I wonder what would I say if He came tomorrow?
Which side would I stand on?

This day always reminds me of my childhood. At Sunday school we used to sing “ኃይልህ ሲገለጥ በሰማይ” every year on this day in front of the church. And in my hometown, it was the day everyone met their Nefs Abat and confessed their sins.

I kind of miss those moments.

So just a small reminder: go to church tomorrow. Sleep early, wake up, and join the Divine Liturgy.

What if God comes tomorrow?
#church
@byte_philosopher

Today I was reading a research paper (obviously 😁) and stumbled on this line:

"Always work on the hardest remaining piece first. If it's impossible, find out now rather than wasting effort on the easy parts."
And like... this just transfers to life no? instead of trying things randomly, just go straight for the hardest version of them — fail fast, blah blah lol
idk it still feels a bit fuzzy to me but something about it just clicks 😕

#random

Have u seen Karpathy's post abt auto research?
https://x.com/i/status/2031135152349524125

I don't think it is a novel idea but the agent performed quite impressively

https://x.com/i/status/2033167146302210058

Quite interesting - this will help see the progress of transformer architecture and all the pile of architectural things added till this time

Hello people I have been inactive for almost two days 🙃🙃🙃

U know most of it was reading research papers regarding the maths ai project I am currently part of and also u know lean 🤕🤕 is giving me hard times ...

Anyone here who has previous lean coding experience would be valuable, I mean it 😉😉😉