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Snowflake AI Research
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Efficiently navigating hierarchical memory can cut token usage by over 77% while boosting task performance in LLMs.
Forget prompt engineering – LSE trains LLMs to self-edit their own contexts at test time, outperforming even GPT-5 and Claude Sonnet 4.5 in Text-to-SQL and question answering.
