Cosmos

[Cosmos @luvp_21]

So I rebuilt it: pen positions on a 64×64 grid, and a small transformer that writes strokes the way a language model writes words. It's told what to draw by the meaning of the word, not a category number.

Then one sampling knob (classifier-free guidance) took it from scribbles (top) to readable (bottom).

[Cosmos @luvp_21]

Update on my AI that learns to draw ✏️

First thing I found: my old model could never have drawn well. Its "alphabet" was 8 directions × 2 step sizes. Circles became octagons.

Top: real doodles. Bottom: the best that alphabet can do, even with a perfect model.

[Cosmos @luvp_21]

The real problem: I told it what to draw with a category number, not a word.

So it learned a lookup table. "Draw #27" = this cat. It never learned to draw.

Starting over with one question: can it draw something it was never shown?

[Cosmos @luvp_21]

I'm building an AI that learns to draw.

Not image generation. Actual pen strokes, one line at a time, the way you'd doodle in https://t.co/n65qJJZg5I.

The goal: give it a word it has never seen a single drawing of, and it still draws it.

Building it in public

#buildinpublic #AI

[Cosmos @luvp_21]

Backstory: my first version learned from Google's Quick, Draw! dataset. 345 categories, millions of doodles.

It sort of worked. Every drawing looked like a 3 year old made it, and it could only draw those 345 words.

[Cosmos @luvp_21]

@naman03malhotra @Urumi @Asli_Anubhav Applied for LI Batch 2! So excited to build cool things at https://t.co/dnyP4Qk2Pd

[Cosmos @luvp_21]

@Sahil100X @kirat_tw @Adarsh_VMore @ashutosh_sao @jitendar100x @deepanshuliv @Deepjyoti100x @100xSchool @ashu_463 @rohanBuilds @boskykode Dude... Again a great bomber
Btw which tool do you use to edit / create vdos

[Cosmos @luvp_21]

@0xzi11a Cool man!

Here’s mine, go check it out: https://t.co/7uP64N7DBH

[Cosmos @luvp_21]

Never posted my portfolio here, so here it is :))
https://t.co/7uP64N7DBH

drop yours below, need some inspo. roast mine too xD

[Cosmos @luvp_21]

@insanekrishnaa https://t.co/BuuliPErEO

[Cosmos @luvp_21]

@mannupaaji Portfolio / Personal site

https://t.co/IYT5UF1ZvR

[Cosmos @luvp_21]

Pixel endless runner inspired by Chrome Dino.
Leaderboard + unlockable skins.
Runs in your browser.
Play here → https://t.co/Cz8hUQBiOx

[Cosmos @luvp_21]

@aftermagics Pixel endless runner inspired by Chrome Dino.
Leaderboard + unlockable skins.
Runs in your browser.
Play here → https://t.co/Cz8hUQBiOx

[Cosmos @luvp_21]

@ramxcodes I tried putting so much into my portfolio, now I’m worried it’s too much 😅

Would love your thoughts & feedback, especially on the color palette

https://t.co/65jCjVJKKr