The Mosaic Memory of LLMs

LLMs memorize through fuzzy near-duplicates, not just verbatim copies (AISP; Nature Communications 2026) — with stated implications for benchmark contamination: canary-based and exact-match decontamination undercount what models actually retain. Completes the lab's memorization triad with Copyright Traps and the MIA SoK.