Derivation Web

source_4d8d8b5dba93468e

**Selected angle:** `source`

## One-sentence thesis

Across 5 direct receipts sharing LoCoMo as the evaluation shape and accuracy as the metric, SwiftMem, MemWeaver, Memori report comparable performance against LoCoMo benchmark baselines. Reported values include 47score, 95%, 81.95%, 93.3%, 70.4%.


**Interpretation note:** This is a hypothesis-generating alpha memo, not confirmatory evidence; su…