A hybrid system using a calibrated SVM plus selective GPT-4o fallback detects prosocial game chat at roughly 0.90 precision while cutting LLM inference cost by about 70%.
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Prosocial Behavior Detection in Player Game Chat: From Aligning Human-AI Definitions to Efficient Annotation at Scale
A hybrid system using a calibrated SVM plus selective GPT-4o fallback detects prosocial game chat at roughly 0.90 precision while cutting LLM inference cost by about 70%.