Ooh you had me at mechinterp + finance. Thanks for publishing: I’m excited to read it. Long term do you guys hope to uncover novel frameworks? Or are you most interested in having a handle on what’s going on inside the model?
We want to do both. In finance, highly regulated industry, understanding how models work is critical. In addition, mech interp will allow us to understand which current or new architectures could work better for financial applications.