What role does data annotation play in building reliable LLM and AI models?
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We once attempted to annotate training data internally for a small machine learning prototype, and the inconsistency in labeling nearly ruined the entire model. Looking through AI data annotation, it becomes clear how critical structured annotation workflows and quality checks are when you’re building AI tools that depend on precise, unbiased data.