Explore the hidden challenges of context rot in AI and how input length affects large language models. Uncover the paradox of ...

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In the context of dynamical systems, nonlinearity measures quantify the strength of nonlinearity by means of the distance of their input–output behavior to a set of linear input–output mappings. In ...

This letter proposes a data-driven input reconstruction method from outputs (IRO) based on the Willems’ Fundamental Lemma. Given only output measurements, the unknown inputsestimated recursively by ...