Post #701

#ai This is more than language models. Somehow many forecasting models also almost fall inside the realm. Somehow the root of this is the latent space. Time series models even classical ones, have enlarged latent space, which is more or less embedding patterns with higher dimensions. However this paper is a bit fishy. I just can't trust the proof of theorem 2.2. Language Models are Injective and Hence Invertible https://arxiv.org/abs/2510.15511