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Reducing Hallucinations in Educational Large Language Models: The AI Token Pond Reasoning Framework with T0TTL Lifecycle Management
AI Token Pond Reasoning Framework (AI TPRF); Large language models (LLMs); Educational artificial intelligence; Hallucination suppression; Input preprocessing; Output quality tiering; Temporal management; Educational theory integration; Constructivism; Adaptive learning; Learning analytics; Student profiling; Socratic dialogue., Education
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