A new Yale paper reveals the brutal reality of the AGI economy:...
Ruben Hassid@rubenhassid
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Oct 01, 2025
~2 min read
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A new Yale paper reveals the brutal reality of the AGI economy:
Half the population could stop working tomorrow and GDP wouldn't budge.
Humans become economically meaningless.
The paper suggests we'll keep our jobs but lose something far more important:
Half the population could stop working tomorrow and GDP wouldn't budge.
Humans become economically meaningless.
The paper suggests we'll keep our jobs but lose something far more important:
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We lose our economic purpose.
For centuries, human labor drove progress. We built cities, advanced science, created wealth. Work meant you mattered.
In the AGI economy, that connection breaks.
We keep jobs but lose our role as drivers of growth and progress.
For centuries, human labor drove progress. We built cities, advanced science, created wealth. Work meant you mattered.
In the AGI economy, that connection breaks.
We keep jobs but lose our role as drivers of growth and progress.
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The key insight comes from distinguishing "bottleneck" vs "accessory" work:
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AGI automates ALL bottleneck work because it's essential for growth.
Some accessory work stays human, not because AGI can't do it, but because we already have too many workers and it's not worth the compute.
i.e. therapists, craftspeople, fine dining servers, etc.
Some accessory work stays human, not because AGI can't do it, but because we already have too many workers and it's not worth the compute.
i.e. therapists, craftspeople, fine dining servers, etc.
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Wages get capped at the computational cost of replacing human work.
You're not paid for your skills or contribution.
You're paid exactly what it costs in compute to replicate what you do and nothing more.
You're not paid for your skills or contribution.
You're paid exactly what it costs in compute to replicate what you do and nothing more.
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As computational resources grow exponentially (think Moore's Law), human "compute-equivalent" becomes tiny.
Labor's share of GDP approaches zero. All income flows to owners of computational resources.
The economy keeps growing, and we, humans, stay in place.
Labor's share of GDP approaches zero. All income flows to owners of computational resources.
The economy keeps growing, and we, humans, stay in place.
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The transition matters enormously.
If technology develops faster than compute scales, we get jagged, unfair disruption where some workers randomly get huge premiums before crashing down.
If compute scales faster, we get gradual, predictable decline in wages.
If technology develops faster than compute scales, we get jagged, unfair disruption where some workers randomly get huge premiums before crashing down.
If compute scales faster, we get gradual, predictable decline in wages.
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We should stop trying to save jobs and start figuring out how to redistribute the income generated by compute.
Universal dividends or treating computational resources as public goods become essential.
Universal dividends or treating computational resources as public goods become essential.
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The existential question is:
Would people still choose to work when it's economically meaningless... and when your contribution doesn't matter for progress or prosperity?
Let me know your thoughts and follow me @rubenhassid.
Would people still choose to work when it's economically meaningless... and when your contribution doesn't matter for progress or prosperity?
Let me know your thoughts and follow me @rubenhassid.
