Estimate conservatively and act on the conservative number
When uncertain, use a pessimistic estimate as your working assumption — not your best guess.
Why it works
The planning fallacy (Kahneman & Tversky) shows that people systematically underestimate time, cost, and difficulty. Using a conservative estimate corrects this systematic bias: the downside error is missing an upside that did not materialize; the upside error from an optimistic estimate is a shortfall you have to absorb. When errors are asymmetric in consequence, conservative estimates are the rational choice.
How to do it
- Make your best estimate, then ask: what would it be if I assume things go 30% worse than expected?
- Use that pessimistic number as your planning baseline.
- Treat any performance better than your conservative estimate as a positive surprise, not a confirmation of optimism.
- Reserve optimistic projections for aspirational goals, not operational plans.
Evidence
The planning fallacy — systematic underestimation of time and cost — is one of the most replicated findings in judgment and decision-making research. (observational)
The planning fallacy is robust for projects with many interdependent steps; for simple, familiar tasks where feedback is rich, overestimation can occur instead.
Sources
- Kahneman & Tversky (1979), intuitive prediction and biases in planning, Psychology of Prediction
- Buehler, Griffin & Ross (1994), "Inside the Planning Fallacy", Journal of Personality and Social Psychology
Common mistake
Making a conservative estimate and then quietly using the optimistic number when making commitments, treating the conservative estimate as a hedge you have already fulfilled.
Practice this with IX Coach
7 days free, then $40/month (~$1.30/day).
More practices for Margin of Safety
- Build in slack — time, money, and energy buffers
Never plan to use 100% of your resources; leave a buffer for what you did not anticipate.
- Design decisions so they work even if some things go wrong
Ask: does this plan require everything to go right? If so, redesign it.
- Discount your estimate to create a margin
If you think something is worth X, only commit at a meaningful discount to X.
- Protect the downside before chasing the upside
Ask what the worst realistic outcome is and ensure you can survive it before evaluating the upside.
- Name the assumptions that must hold for the plan to work
Every plan rests on assumptions — list them and ask how likely each one is.
Related concepts
- Thinking, Fast and Slow, Made Usable
Two systems, the biases they create, and when to slow down
- Circle of Competence
Know what you know, know what you do not know, and act accordingly
- Second-Order Thinking: And Then What?
Tracing consequences of consequences, the way Howard Marks does
- Inversion: Solve Problems Backward
Munger’s “avoid stupidity” discipline, applied to real decisions