The Deep Redundancy Onion
Peel back automation's effects from jobs to effort, identity, and meaning
- Difficulty
- Expert
- Time to result
- ~ongoing to results
- Steps
- 6
- Confidence
- 97%
Treat full automation as an onion. The outer layer is shallow redundancy: machines can perform all economically valuable labor, so retraining merely moves workers between jobs that will also become automatable. The next layer forces institutions such as education to shift from producing workers toward helping people live well. Deeper still, technology provides shortcuts to outcomes outside work: fitness, knowledge, home design, charitable projects, and other personal efforts can be completed better and instantly. Human effort then becomes unnecessary not only in markets but across instrumental life, creating deep redundancy. A plastic world adds malleable minds and bodies, making even boredom or desired traits adjustable. The final question is no longer distribution alone, but what can provide structure, striving, meaning, and objective interest when every outcome has a shortcut.
Origin
Nick Bostrom develops the onion metaphor and names shallow and deep redundancy while describing the solved world explored in Deep Utopia.
Core principles
- 01Follow automation beyond first-order job loss
- 02Distinguish material abundance from meaningful agency
- 03Look for shortcuts that make effort instrumentally unnecessary
- 04Separate subjective satisfaction from objective worth
How to run it
- 1
Remove paid labor
Assume virtually every human job can be performed by machines and inspect the immediate economic effects.
Pro tip Do not stop at occupations already exposed today.
Watch out Retraining is not a complete answer under general-purpose automation.
- 2
Rebuild worker institutions
Identify systems, especially education, whose current purpose is largely to produce employable workers.
Pro tip Ask what the institution would optimize if earning a living were unnecessary.
- 3
Audit personal projects
List valued activities outside employment and identify technological shortcuts to their outcomes.
Pro tip Include health, learning, aesthetics, service, and self-improvement.
- 4
Diagnose deep redundancy
Determine whether effort remains needed for anything or merely remains optional despite superior shortcuts.
Watch out Optional activity can carry a cloud of pointlessness even when enjoyable.
- 5
Add human malleability
Consider how direct control over mental and physical traits changes boredom, learning, motivation, and identity.
Pro tip Distinguish changing experience from changing the objective quality of an activity.
- 6
Search for enduring structure
Evaluate which relationships, experiences, forms of agency, or self-imposed challenges could still make lives flourish.
Pro tip Test both subjective fulfillment and objective interestingness.
Watch out Material abundance alone does not answer the meaning question.
In the wild
A person can either spend hours training or take a pill with exactly the same physiological effects. Exercise remains possible, but if the outcome arrives instantly and perfectly, the effort may feel instrumentally pointless. The example shows how automation can remove the need for effort outside employment.
→ The analysis moves from unemployment to the deeper role of striving in a meaningful life.
Common mistakes
Stopping at retraining
Retraining addresses shifting jobs, not a scenario where virtually all jobs and many non-work efforts become automatable.
Equating pleasure with meaning
A malleable mind might eliminate subjective boredom while leaving a life objectively repetitive or trivial.
Is it for you?
Best for
It is best for educators, policymakers, and individuals thinking through full automation rather than partial job displacement.
Not ideal for
It is not ideal for short-term forecasts limited to one occupation or current-generation tools.
From the transcript
“So it's not just some jobs that would be automatable by but but but but virtually all jobs in this scenario right so so I…”
“The shallow redundancy would be you're not needed on the labor market. deep redundancies. Your efforts are not it seems needed for anything.”
“there are shortcuts to any outcome and our own nature becomes fully malleable and the question then is what gives structure uh to human lives.”
From the episode
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