Benjamin Oppold

“A formal proof argues that similarity-based retrieval inevitably introduces both forgotten information and incorrect recalls as datasets expand. The proposed alternative anchors retrieval to explicit structures such as schemas, type systems, and syntax trees rather than approximate matching.”