A first-principles way to understand AI without demos, math overload, or hype cycles.
Practical frameworks for making better decisions under uncertainty, risk, and incentives.
What actually works when AI meets real organizations — governance, incentives, and execution.
10+ years building AI systems inside real organizations where decisions affect revenue, risk, and real money.
Understand how AI actually works beyond tools and buzzwords.
How AI changes leverage, judgment, and long-term advantage.
How AI breaks inside real organizations and what works instead.
Learn to think clearly under uncertainty, risk, and incentives.
Most people talk about AI tools. Very few understand how AI actually makes decisions and how those decisions phase in real systems.
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