@rldoeswork
Pinned post
I gave Opus 5.5 a robotic arm and asked it to play tic tac toe with me! 🧩✍️
I’ve seen lots of LLMs painting with SO-101s, but I thought it would be interesting to try a task using a stiffer pen, which requires a bit more precision. Claude admittedly struggled with this a lot, even attempting to redraw once when the X came out very messy.
I want to try this again with a Sharpie or dark highlighter / other felt-tip pen. For those doing painting tasks — did you do any manual setup to teach the LLM the table height (with the writing utensil attached), or did you use servo feedback, even with soft objects like paintbrushes?View quoted post on X
Weight-space programming is like editing images pixel by pixel. It works great, but imagine what you can do in a latent space of model weights! That’s what Weight Space Learning is about. WSL = Stable Diffusion for weights.View quoted post on X
We asked GPT-6 Astra to edit Qwen3.5-0.8B weights to improve math.
It directly changed only 0.016% of weights, fixing 0.8B's reasoning loops & improving math up to 6x and even instruction following 3x, without gradients or training.
We call this Weight-Space Programming: frontier LLMs can now natively read/write neural network weights! 🧵
Blog: rikiyat.github.io/blog/weight-sp…View quoted post on X
