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I dont think anyone has found a good way to map higher dimensional space onto 4D visualizations, yet.

Maybe this is why tokens and language are so useful for humans ? they might be the closest analog we have.

Good point, I think at least some lossy “compression” into a GUI is possible. The guy who’ll make the GUI for LLMs is the next Jobs/Gates/Musk and Nobel Prize Winner (I think it’ll solve alignment by having millions of eyes on the internals of LLMs), because computers became popular only after the OS with a GUI appeared. I recently shared how one of its “apps” possibly can look: https://news.ycombinator.com/item?id=43319726

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