Technical solutions / Generative AI
Find a clear diagnosis before you change anything. Each guide explains the symptoms, likely causes, a contextual solution and how to verify the result.
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Locate corpus, access, retrieval, packing, and claim-support failures with safe synthetic traces rather than assuming every error is a model problem.
Read solutionDiagnose malformed or misleading structured output without executing it, silently inventing facts, or retrying without a total budget.
Read solutionDiagnose instruction-like source content and unauthorized proposals with deterministic policy checks, safe evidence, and no real tool execution.
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