A five-part plain guide to the Binary Outcome Framework (BOF).
BOF isn't a tool for calculating the right answer — it's a discipline against lying to yourself under uncertainty.
Sort what might happen into three boxes: what you want, damage you can fix, and damage you can't. Never let them blend. Count the permanent box extra — not because it's morally worse, but because you can't steer after it.
Then move anyway, small enough that being wrong is survivable.
Click on the title to listen.
1 - THE BRAKE NOT THE CALCULATOR
A simple decision framework built to fight confabulation under uncertainty, not to calculate the “right” answer. It breaks outcomes into three strict categories—desired, fixable harm, and permanent harm—to show why keeping them separate matters before you act.
2 - WHY THE BOXES CANNOT BLEND
Why weighing a permanent catastrophe against a potential upside on one “balanced” scale is a mistake. Storytelling can hide structural collapse risk, and keeping outcomes in separate boxes makes the danger impossible to talk yourself out of.
3 - IT IS JUST SUBTRACTION
An approachable breakdown of a decision-making formula that prioritizes permanent harm, explaining each symbol in plain English and showing why even small irreversible risks can outweigh bigger reversible ones. The episode also explores why the formula is meant to sharpen judgment rather than produce exact calculations.
4 - ETHICS AS ARCHITECTURE
Permanent harm matters as a structural limit rather than a moral rule, and how that idea shapes a broader decision-making framework. It also breaks down the framework’s four core jobs and shows how the same anti-confabulation bias appears across six different layers of the system.
5 - THREE FAIR OBJECTIONS
Three major objections to a framework for decision-making under uncertainty: that caution can cause paralysis, that uncertainty leads to relativism, and that talking about collapse can sound romanticized. It also clarifies the framework’s real purpose: not to find the perfect answer, but to keep action bounded, mistakes survivable, and the conditions for good outcomes intact.