Model: Decision & Risk

Covers strategies for sound choices under uncertainty, including probabilistic thinking and risk mitigation techniques.

  • Thucydides Trap

    Thucydides Trap

    When a rising power threatens to displace a ruling power, fear and miscalculation can tip competition into conflict unless incentives and guardrails are redesigned.

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  • Thought Experiment

    Thought Experiment

    Use a carefully imagined scenario to test an idea’s logic, expose assumptions, and predict consequences—before you spend time or money.

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  • The Map is not the Territory

    The Map is not the Territory

    All models are simplifications. Don’t confuse the representation (map, metric, plan, narrative) with the thing itself—and update the map when facts change.

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  • Regression to the Mean

    Regression to the Mean

    Extreme results are usually followed by more typical ones—even without any real change.

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  • Redundancy

    Redundancy

    Add independent alternatives so one failure doesn’t stop the outcome; test failover so the backup isn’t imaginary.

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  • Probabilistic Thinking

    Probabilistic Thinking

    Reason in degrees of belief, not certainties: use base rates, ranges, and expected value—then update as evidence arrives.

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  • Opportunity Cost

    Opportunity Cost

    The real cost of any choice is the next-best alternative you give up.

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  • Game Theory

    Game Theory

    Model strategic situations where outcomes depend on your choice and others’ choices—then design moves or rules to shift the equilibrium.

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  • Lindy Effect

    Lindy Effect

    For non-perishable things (ideas, books, protocols), the older it is, the longer it’s likely to last.

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  • Hanlon’s Razor

    Hanlon’s Razor

    Don’t attribute to malice what can be explained by error, ignorance or misaligned incentives.

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  • Margin of Safety

    Margin of Safety

    Deliberately leave room for error—buy below value, build above load, plan beyond the optimistic case—so mistakes and volatility don’t cause ruin.

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  • Leverage

    Leverage

    Use small inputs to create large outputs by applying amplifiers — capital, code, media, process, partnerships. Leverage magnifies both gains and losses.

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