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Kaleidoscope reveals that a structured, context-aware evaluation process can significantly enhance the reliability of automated scoring in AI applications.
Forget massive models: a lightweight content moderator using OpenAI embeddings and localized data beats leading commercial systems in multilingual benchmarks.