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Mental Models

Replication Without Diversity

Repeated copying can preserve errors, while a lack of variation can leave a population or organization vulnerable to shared weaknesses. The article illustrates these mechanisms through successive photocopies and close-relative marriages in the Spanish Habsburg line.

THE IDEA

Replication preserves information, but it can also reproduce existing mistakes or introduce new ones. Checking copies against a reliable source helps control copying errors. Diversity serves a different purpose: it reduces dependence on a single inherited pattern or response.

The Habsburg Example

From their rise in the 11th century to their rule in the 18th, the Habsburgs used marriage to consolidate power. Close-relative marriages were part of this strategy. Their motto was "Let others wage war; you, happy Austria, marry."

Repeated marriage among relatives can increase the likelihood that children inherit two copies of harmful recessive variants. The account describes health and fertility problems in the Spanish Habsburg line, including those of Charles II, whose death ended that branch’s male succession. This was not the extinction of the entire Habsburg dynasty.

Photocopy Analogy

Imagine a teacher photocopying a worksheet, then using each copy as the master for the next. Marks and distortions can accumulate. Keeping a clean original avoids repeatedly copying those defects.

The examples show different mechanisms: photocopies can accumulate reproduction errors, while inbreeding can expose harmful variants already present. In organizations, the practical question is whether repeated practices are being checked and whether alternative approaches are available when conditions change.

When to use it

  • Business strategy: A company that only promotes internally and never hires outside talent might replicate outdated practices and suffer from groupthink, leading to strategic errors.

  • Software development: Repeatedly copying code can spread an existing bug and make later fixes harder to apply consistently.

  • Personal habits: Following the same routine without adapting to new information can lead to stagnation and missed opportunities.

  • Ecosystem management: In agriculture, monocropping without genetic diversity makes crops vulnerable to pests and diseases.

FROM THEORY TO EVERYDAY LIFE

In practice

01

The Habsburg Dynasty

Close-relative marriages in the Spanish Habsburg line increased the likelihood of inherited disorders. Charles II’s infertility and death brought that branch’s male succession to an end.

02

Photocopy Degradation

A teacher photocopies a worksheet for years, each time using the previous copy as the master. Over successive copies, marks and errors accumulate, making the text unreadable.

✳

A MOMENT TO REFLECT

Put it to work.

  1. Which practices do you repeat without checking whether they still work? Which benefit from consistency, and which need revision?

  2. Can you think of an organization or system that collapsed due to inbreeding of ideas? What could have been done differently?

  3. How can you introduce small variations or external inputs to prevent the compounding of errors in a repetitive process?

References

  1. The Habsburgs — Benjamin Curtis

CONTINUE THE CONVERSATION

Source texts

  • The Great Mental Models Volume 2 Physics, Chemistry and Biology
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