a list of interesting scientific articles:
Language Models are Injective and Hence Invertible
https://arxiv.org/abs/2510.15511
really interesting article proving “almost surely” that llms are injective and therefore also invertible.
this can have some interesting results in the coming years, so worth keeping an eye on.
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