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“Circuits in Superposition 2: Now with Less Wrong Math” by Linda Linsefors, Lucius Bushnaq
37:38
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2025/6/30
LessWrong (30+ Karma)
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What's the Motivation Behind This Post?
Key Takeaways from the Post
How Many Circuits Can We Fit in a Network?
Each Circuit Uses a Small Subset of Neurons
What Are the Implications for Experiments?
Reality and Its Surprising Detail
How Is the Construction Done?
What Assumptions Are Made?
Embedding Circuits into the Network
Real Python Code and Properties of E and U
How Are Errors Calculated?
Adding Up All the Errors
What's the Summary of the Post?
Discussion: Noise Correction and ReLU Activations
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