Amnesia by Design, Memory By Necessity: Persistent State for Document Intelligence.

arXiv:2609.32041v1 Announce Type: cross Abstract: Modern Document AI reads contracts, extracts fields, reasons over tables, and grounds answers to page regions, then forgets everything. Processing an amendment the next day begins from scratch: no schema retain