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Justin Angel
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AI/ML. Worked at Meta, Uber, Amazon, Apple, and Microsoft building apps, developer platforms, and hardware. Tweeting about LLM psychotherapy.
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I gave claude a new physics RL problem to test out Weight-Space Programming.
It vibe coded 298 weights for a 71-layers deep neural-net, correctly one-shotting the problem using weights.
🧵 Here's why it's not "weight space programming"...
x.com/rikiyatakehi/s…
It vibe coded 298 weights for a 71-layers deep neural-net, correctly one-shotting the problem using weights.
🧵 Here's why it's not "weight space programming"...
x.com/rikiyatakehi/s…
0:23
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
