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Symbolic Approaches to Aya
We've seen in the past how a clever guesses about the architecture of these systems conserve to, like, really accelerate a performance. Arguably, i guess, transformers move us back in the other direction. But it seems like there's an ebb and flow in the stuff. And actually, this, tisan you mentioned a moment ago, you mention symbolic logic and those sorts of approaches. I'd love to get your thoughts on, like, how that fits in, and whether you see them as being compatible with deep learning, mural networks, reinforcements and that sort of thing.