In 2026, a founder weighing a $5M seed at a $25M post-money cap against bootstrapping to $1M ARR has 72 hours to decide. A pros-and-cons list flattens the time dimension; a regret-minimization thought experiment skips the immediate emotional reality. The 10-10-10 framework, named by Suzy Welch in her 2009 book of the same title, is the canonical reconciliation: project the decision forward across three time scales and notice where the answer stabilizes.
The framework's theoretical foundation comes from Daniel Kahneman's Thinking, Fast and Slow (Farrar, Straus & Giroux 2011). System 1 — the fast, emotional, “10-minutes-from-now” brain — gets the first say. System 2 — the slower, deliberate, “10-years-from-now” brain — is what we want to hear. The dial is a forced switch from System 1 to System 2, weighted 60% on the long horizon because Kahneman demonstrated that long-horizon prediction averages out short-term affect.
Annie Duke's How to Decide (Portfolio 2020) extended this with the “resulting” bias: never judge a decision by its outcome — only by the process. A great Welch-style decision can still produce a bad result because life is probabilistic. That insight is what powers the Monte Carlo panel: 6,000 perturbed re-runs of your scores estimate expected regret rather than betting on the single point estimate. Jeff Bezos's 1994 regret-minimization story (he calculated regret-at-80 for staying at a hedge fund vs starting Amazon) is the most famous case where the dial answer was an extreme outlier on the 10-year horizon.
Bezos's Type-1 / Type-2 framework (formalized in the 2015 Amazon shareholder letter) explains the reversibility slider. A Type-1 decision — one-way door — deserves deliberation, premortems and slow consensus. A Type-2 decision — two-way door — deserves fast experiments. The Monte Carlo shrinks the regret tail for high-reversibility options because you can change your mind.
Nassim Taleb's “optionality” (Antifragile, 2012) supplies the third slider. Decisions that close doors are penalized; decisions that create future options are rewarded. This is why the tool also recommends a third option whenever the composite Δ is between −1.5 and +1.5: when neither path dominates, a hybrid option that preserves optionality often beats both A and B.
Pair this with the advertising ROI calculator (decisions about marketing budget reallocation) and the partnership ROI tool (decisions about which partner channels to invest in). The dial frames the irreversibility; the calculators frame the financial math.
Last reviewed: 2026-06. Sources: Suzy Welch, “10-10-10: A Life-Transforming Idea” (Scribner 2009); Daniel Kahneman, “Thinking, Fast and Slow” (FSG 2011); Annie Duke, “How to Decide” (Portfolio 2020); Annie Duke, “Thinking in Bets” (Portfolio 2018); Nassim Taleb, “Antifragile” (Random House 2012); Jeff Bezos 2015 Amazon Letter to Shareholders.