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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Feilian Huang

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#small language model Open access Sep 2026

Pushdown Is Not Free: A Small-Scale Measurement of Storage-Side PII Redaction in Text-Cleaning Pipelines

Running data cleaning on storage nodes (“pushdown”) promises less data transfer and keeps sensitive content inside storage. We measure this trade-off for an LLM text-cleaning pipeline (heuristic filtering, language identification, regex PII redaction, MinHash signing) over 20k FineWeb documents with synthetic PII at th...

Feilian Huang · 0 citations

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