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Develop an intelligent puzzle generation system using machine learning algorithms that can create unique logic puzzles across different disciplines while maintaining appropriate difficulty curves. The system should analyze existing puzzle patterns, player solving strategies, and success rates to generate fresh content that feels hand-crafted. Include quality validation mechanisms, duplicate detection, and the ability to fine-tune generation parameters for specific puzzle types. The generator should integrate with the existing puzzle management system and provide metadata about generated puzzle characteristics for difficulty classification.
Labels: feature, ai, machine-learning, content-generation, backend, research