Absolutely. I think that it is a major concern for political economists and e.g. the authors of Gradual Disempowerment and The Intelligence Curse (and also what I try to address empirically with point #2 -- I may try to make that more explicit)
Stephanie Chan
@scychan.bsky.social
1K followers 277 following 23 posts
Staff Research Scientist at Google DeepMind. Artificial and biological brains 🤖 🧠
![What do representations tell us about a system? Image of a mouse with a scope showing a vector of activity patterns, and a neural network with a vector of unit activity patterns
Common analyses of neural representations: Encoding models (relating activity to task features) drawing of an arrow from a trace saying [on_____on____] to a neuron and spike train. Comparing models via neural predictivity: comparing two neural networks by their R^2 to mouse brain activity. RSA: assessing brain-brain or model-brain correspondence using representational dissimilarity matrices](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:e6ewzleebkdi2y2bxhjxoknt/bafkreiav2io2ska33o4kizf57co5bboqyyfdpnozo2gxsicrfr5l7qzjcq)
