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I Raised $M in Web3. AI is Repeating the Mistake. Here is the crucial lesson I learned that every investor and entrepreneur must apply to their AI strategy. The current AI frenzy has shocking similarities to the Web3 hype cycle. Stop chasing hype, learn the Utility Filter for building systems that actually work. What You Will Learn In This Video In this video, I share the firsthand experience of raising millions in the Web3 space, revealing the core mistake that is now being repeated in the AI world. Don't let your AI systems just run your inefficiencies faster. You will discover: • Why building based on hype is a fatal flaw for long-term profitability. • The 4-point "Utility Filter" for instantly assessing any AI integration. • Why Clarity is the first step, and AI is the last. • How to build AI systems that focus on utility and compound value over time.