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Before delving into artificial intelligence (AI) projects, it is crucial to avoid the 'shiny object trap.' Instead of pursuing AI for its own sake, focus on identifying real problems and pain points that require innovative solutions. Once the problem and a high-level solution are recognized, the next steps involve discovering how to implement the solution effectively.