1/9 We just hit 99.1% on the LOCOMO benchmark. For context: Mem0 scored 26%. Engram scored 79.6%. Here's how we did it (and why existing memory systems fail):
9/9The lesson: Sometimes the best optimization is removing complexity, not adding it. We spent months on better NLP, synonyms, fuzzy matching. None worked. Removing predicate filtering? 12-point jump.