- StartupHakk · Field Notes
The Blog.
Sharp takes on AI ownership, cost, and shipping real systems. Written from the build.
A model can keep the same name, sit behind the same subscription, and still give you a very different experience.
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Introduction: The Comforting Lie of Isolation For years, the tech industry has trusted one comforting idea. If critical data runs
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Introduction: The $4,000 Experiment That Sparked a Bigger Question A developer recently spent $4,000 on a fully loaded MacBook. His
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Introduction: Education Is Colliding With Reality More educated people are unemployed today than at any point in recent history. One
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Introduction: The AI Industry’s First Real Wall The AI industry has hit its first undeniable wall. For years, the story
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Introduction: The Biggest Lie in Modern Tech The biggest lie in modern technology is not that artificial intelligence will replace
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Introduction: The AI Obsession No One Questions Every executive I speak with talks about AI. The message never changes. AI
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Introduction: The Billion-Dollar Question OpenAI stands at the center of the AI boom. Billions of dollars flow into its vision
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Introduction: When You’re in a Hole There is an old rule of survival: when you find yourself in a hole,
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Introduction: The $1.4 Million Reality Check A company recently spent $1.4 million on Microsoft Copilot licenses for 4,000 employees. The










