2 papers
cs.LG2025
Model Alignment Search
Satchel Grant
When can we say that two neural systems perform a task in the same way? What nuances do we miss when we fail to causally probe the representations of the systems, and how do we est…
cs.LG2025
Emergent Symbol-like Number Variables in Artificial Neural Networks
Satchel Grant, Noah D. Goodman, James L. McClelland
What types of numeric representations emerge in neural systems, and what would a satisfying answer to this question look like? In this work, we interpret Neural Network (NN) soluti…