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[05] When to Pull the Trigger on FIRE — Monte Carlo Says You're Already Free

DEV Community·soy·about 1 month ago
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#python#finance#fire#params#print#income
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[05] When to Pull the Trigger on FIRE — Monte Carlo Says You're Already Free This is Part 5 of a 6-part series: Building Investment Systems with Python The Problem with Target Numbers "You need 25x your annual expenses." That's the standard FIRE rule. For ¥9.6M annual expenses, that's ¥240M. Most people see that number and think: "I'll never get there." But the 25x rule assumes a fixed 4% withdrawal rate, zero income, zero adaptability, and a single deterministic path. Real life isn't deterministic. Real life is stochastic. What if instead of a single number, you had a probability? "Given my current assets, income, and dividend trajectory, there's a 94% chance I can sustain my lifestyle for 40 years." That changes the conversation entirely.…

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