Notes on LLM-assisted SQL: validation, PII detection, and what privacy means when your copilot can see your warehouse.https://l0l1.skelfresearch.com/en-ushttps://l0l1.skelfresearch.com/blog/privacy-when-copilot-sees-warehouse/https://l0l1.skelfresearch.com/blog/privacy-when-copilot-sees-warehouse/Privacy in AI data tools is usually marketing language. Here is a more honest account of what the threat model looks like, what l0l1 actually does, and what it explicitly doesn't claim.Fri, 22 May 2026 00:00:00 GMThttps://l0l1.skelfresearch.com/blog/validation-first-class-layer/https://l0l1.skelfresearch.com/blog/validation-first-class-layer/If LLMs are going to draft SQL, validation has to stop being a UI warning and start being an architectural surface. Here is how we think about it inside l0l1.Fri, 01 May 2026 00:00:00 GMThttps://l0l1.skelfresearch.com/blog/llm-sql-mostly-correct/https://l0l1.skelfresearch.com/blog/llm-sql-mostly-correct/Why 'looks right and runs' is the most dangerous failure mode for AI-generated SQL, and what a validation layer needs to catch before the dashboard updates.Sun, 12 Apr 2026 00:00:00 GMT