I couldn’t stop thinking about this. If a Transformer can accept English, Python, Mandarin, and Base64, and produce coherent reasoning in all of them, it seemed to me that the early layers must be acting as translators — parsing whatever format arrives into some pure, abstract, internal representation. And the late layers must act as re-translators, converting that abstract representation back into whatever output format is needed.
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