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A practical walkthrough on using real Reddit threads to build a small test set for checking whether an LLM preserves the hidden constraints (privacy, offline-only, installation limits) in real-world questions. The author proposes an answer-key workflow that counts constraint violations as failures and separates persuasive-sounding prose from correctness.
Presents an evidence-grounded pipeline for constraint checking in construction documents, evaluating resolution-breadth tradeoffs in PDF evidence allocation on expert-referenced tasks.