Class 8 — Strategy, systems, ethics under pressure, and innovation
Plan several moves ahead, weighing long-term outcomes against immediate gains, the way a chess player thinks.
Map how connected parts of a system affect each other, including feedback loops and unintended consequences.
Work through genuine dilemmas where two right values conflict, using utilitarian, rights-based, and virtue frameworks.
Judge arguments by evidence quality, logical validity, and how well they respond to counter-arguments, not by which conclusion you agree with.
Apply expected value and maximin strategies to decide when to take a calculated risk and when to play it safe.
Use deduction, conditional reasoning, and elimination to solve real-world logic problems.
Break assumptions, borrow ideas across fields, and iterate through testing to find genuinely new solutions.
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