Memory Canonicalization: A Framework and Benchmark for Cross-Model Drift in Persistent LLM Memory
A write-time pipeline that detects ambiguity, conditional structure, and emotional loading in a raw memory object and rewrites it into an explicit, structurally disambiguated canonical form, with emotional valence represented as a separate field rather than inferred from tone is proposed.
Amit Vadnere, Aishwarya Lonarkar
· 0 citations