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Justin Angel

@JustinAngel • 6,569 subscribers

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"...
0:23
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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"...

Justin Angel

31,066 views • 8 days ago

I've solidified a neural net perceptron into a physical circuit. 100 billion of these is ChatGPT. f(x)= wx+b = 1*1 + 1.5 = 2.5 output = weight * input + bias You can change the input, weight and bias and see the output neuron update. Learning ML can be fun!
0:59
JustinAngel's profile picture

I've solidified a neural net perceptron into a physical circuit. 100 billion of these is ChatGPT. f(x)= wx+b = 1*1 + 1.5 = 2.5 output = weight * input + bias You can change the input, weight and bias and see the output neuron update. Learning ML can be fun!

Justin Angel

97,923 views • 5 months ago

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