Personalized AI tutors for every student is the kind of breakthrough that can actually redefine education permanently.
@godofprompt
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Focus on strategy, not model choice, for future-proof AI
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11/ Don’t ask, “Which model should we use?” Ask, “What can we build that GPT-6 won’t crush tomorrow?” Because the next wave is coming. Your strategy is your only edge.
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Phase 5: AI as a System for Founders’ Leadership
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9/ Phase 5: Leadership AI isn’t a feature. It’s a system. Founders must:
• Think in compounding systems
• Train teams in evals, safety, costs
• Sell AI internally with ROI, not hype -
Five principles for building durable AI that outlasts wrappers
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10/ This is how you build AI that lasts:
• Moats that compound
• Differentiation users feel
• Design that doesn’t bankrupt you
• Deployment that scales smart
• Leadership that aligns the org Ignore this and get replaced by wrappers. -
Phase 3 Design: Prompt Efficiency, Model Tiering, Smart Caching, Patterns
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7/ Phase 3: Design Every API call costs money. More users = more burn. Design around:
• Prompt efficiency
• Model tiering
• Smart caching
• Product patterns (Copilot, Agent, Augmentation) -

Duolingo’s Data Moat from Years of Learning Data
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3/ Data Moat Duolingo’s edge? Years of learning data → AI no one else can build. Ask:
• Are we collecting exclusive, structured data?
• Does every user make us smarter? No? You’re building a demo, not a product. -

MIT: Zero ROI from GenAI, AI assistant buttons are not strategy
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1/ MIT says most orgs get zero ROI from GenAI. Meanwhile, teams are slapping “AI assistant” buttons on products and calling it strategy. It’s not. If you want to lead with AI – not chase – it starts here:
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OpenAI’s 5-phase playbook to build AI products that compound
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Most founders are building AI wrong. They treat AI as a feature. But the real winners build moats. OpenAI’s Product Lead just dropped the 5-phase playbook to build AI products that compound. Here’s the strategy every founder must see :
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AI used to scale personality, not just productivity
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First time I’ve seen AI used to scale personality, not just productivity.
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Prompt Engineers: The New Creative Directors
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Prompt engineers are becoming the new creative directors.