Survivorship-Driven Best Practices
Strategy copied from survivors ignores identical strategies that died.
"Best practice = winners' archaeology with the losers edited out."
What is Survivorship-Driven Best Practices? Strategy copied from survivors ignores identical strategies that died. Frameworks adopted on selection bias.
'Move fast and break things' adopted long after the strategy stopped working.
Frameworks adopted on selection bias.
Always look at the failure denominator before copying winners.
Flip the incentive. Watch the side-effect move.
Strategy copied from survivors ignores identical strategies that died. Caught in the wild: 'Move fast and break things' adopted long after the strategy stopped working.
In the room: Frameworks adopted on selection bias.
Counter-move from the Atlas: Always look at the failure denominator before copying winners.
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The full taxonomy entry
Every concept in the Atlas uses the same structure — so Survivorship-Driven Best Practices can be compared, recombined, and cited like an element on a periodic table.
- Business
- Leadership
- Government
- Healthcare
- Education
- Sales
- Marketing
- AI
- Negotiation
- Media
- Public Policy
- Relationships
- Where in our org would Survivorship-Driven Best Practices most often show up unnoticed?
- Which metric, ritual, or contract clause quietly rewards Survivorship-Driven Best Practices?
- If we removed every payoff for Survivorship-Driven Best Practices, what behavior would replace it?
- Who benefits when Survivorship-Driven Best Practices persists — and who pays the cost?
- People defend the status quo using the language of survivorship-driven best practices.
- Decisions cluster around the easiest narrative rather than the strongest evidence.
- New data changes the slide deck but not the decision.
- Anyone naming the pattern is treated as the problem.
Every Atlas entry is a node in a knowledge graph. See the related rail below to follow the connections.
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Your nervous system has a region for this.
When you encounter Survivorship-Driven Best Practices, your striatum has built a reward association — and the next time the cue appears, it will push you toward the behavior whether you decide to or not.
Reward learning, habit formation, anticipation, craving, action selection. Habits live here. So do addictions. Variable rewards train this circuit faster than fixed ones.
See Striatum in the Brain Atlas →Picked for you, from the Atlas
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Earn-outs designed to retain founders often demotivate the team they bought.
Funnels rewarded for new logos under-invest in retention and lifetime value.
Cuts that lift margin this quarter erode product quality and brand equity over years.
Narrowly tied bonuses get gamed; people optimize the metric, not the underlying goal.
Re-hires often get raises larger than internal promotions.
Pay tied to stock price encourages short-term price management.
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More definitions to follow
Every term in the Atlas connects to a dozen others. Pick any of these and see where it takes you.
Innovation programs designed to signal innovation, not to produce it.
Choose the option whose worst-case regret is least bad.
Structuring actions so that responsibility can be denied.
Extreme results tend to be followed by less extreme ones.
Much of human behavior is positioning for status.
Demand rises with price because the price itself signals status.
Preferring options with known probabilities over options with unknown ones.
Expensive off-range storage cannibalizes funds needed for on-range management.
Treating multiple data points as independent when they came from one source.
Liability exposure pushes clinicians to order tests for legal protection rather than clinical need.
Remembering past experiences as more positive than they were.
Howard Gardner's theory of distinct intelligences (linguistic, logical-mathematical, musical, bodily-kinesthetic, spatial, interpersonal, intrapersonal, naturalist).