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Automation and Worker Displacement: A rudimentary consideration of the“AI Boom”

  • Nico Mastrangelo
  • May 29, 2023
  • 5 min read
While a liberal economic view accounts for constant progress and economic
growth over time, workers in the modern era remain frustrated with seemingly
increasing wealth inequality.¹ While economic outputs have invariably grown since
the digital revolution², and time spent at work has somewhat decreased,³ Worker
wages adjusted for purchasing power, seem to have trended down.⁴ Suggesting a
rise in income inequality among many Western nations. It remains unsurprising
then that AI itself has gained considerable traction in almost every sector. Being
used for everything from writing essays for students, copy for business, scripts for
websites, and algorithms for day traders. Needless to say, it has taken the media by
storm, yet little of the conversation seems to be geared toward the socio-political
challenges AI could possibly bring to global and domestic economies. Therefore,
having set the stage for relevance, this essay will attempt to re-consider the notions
of what it means to work, and how a restructuring of our thinking about labor and
employment in the modern world may be necessary in regard to forecasting the
economic change that AI may bring.
An analysis by Goldman Sachs of occupational tasks in the United States
and Europe determined that approximately 66% of existing jobs face some level of
exposure to AI automation. Additional estimates of generative AI say that there is
potential that AI could replace around 25% of current job roles. Furthermore,
applying these findings on a global scale, suggests that generative AI could
automate the equivalent of 300 million full-time jobs.⁵ This kind of replacement of
workers would be what Economists call “Structural Unemployment”, structural
unemployment itself is traditionally remedied by a re-training of the workforce.
And while no one is certain about the likely outcomes, one of three situations
seems likely 1) A large portion of the workforce may lose their jobs and be able to
be ‘re-trained’ and able to find work elsewhere. 2) A large portion of the
workforce will lose their jobs, and either lack of ‘re-training’ or jobs in the market
will lead to a reduction of participation in the workforce. 3) Nothing happens, the
free market adapts and everything ‘levels out’ so to speak. Logically, with regard
to AI point 3 will not need to be discussed, larger conversations about gradual
increases in wealth inequality or workforce participation will occur, yet it would
likely not be in response to AI itself.
So beginning with point 1, it is important to note that the most at-risk
professions in regard to AI exposure are within the domains of administrative,
legal, scientific, or other ‘Highly Qualified’ professions that require higher
education. With the least, at-risk sectors being blue color work such as agriculture,
service, repair, and food preparation.⁵ Considering the amount of education
necessary for individuals in the highly skilled group, it follows that there may be
resistance from these individuals to re-enroll themselves in re-training programs.
Thus some degree of government spending may be required to motivate and equip
these individuals to work in other sectors. Otherwise, a large part of the workforce
would be out of work, poor, and likely angry. Regarding the second camp,
blue-collar workers are typically more at risk of injury, disease, or early mortality.⁶
Thus, if a large section of the workforce was forced into these types of jobs, an
increase in the strain on hospitals is to be expected. (If we learned anything from
COVID-19 hospitals are already understaffed, funded, and strained) likely creating
a need for more government spending once again. Therefore, in tandem with a
likely necessary increase in spending of governments, global growth in GDP,
productivity, and worker output,⁵ there may be a ‘third way’ if you will. Though it
would require restructuring in how we think about the human condition as it is
under the neo-liberal policy.
Currently, I will argue that under such an economic system, we as
individuals have been turned into purely economic creatures, or to borrow John
Stewert Mills's term “The Economic Man”. Such a man in the modern world is
valued only on his/her ability to be a viable economic creature, thus almost all of
our decisions have to be framed under the guise of economic viability. From what
we eat, to what we study, to how we spend our time. This arguably, was the most
efficient mode of progress, rewarding those who can generate revenue because
those who can afford to buy the products will purchase them, allowing them to
improve their lives, and in exchange, those involved in the process get a cut of the
profits. However, If indeed AI creates such a level of worker displacement that
would require public funding, wouldn't it be best to implement some sort of “Lost
Human Operator Tax”? That way, the required funding of public services necessary
to re-equip workers, prepare hospitals, and build more diverse education would put
less of a strain on the already likely “economically insecure worker”, and instead
on the companies that displaced him/her. One might argue that this tax would stifle
innovation by de-incentivizing research into AI and automatization. Though, this is
nothing more than an application of antiquated thinking to modern problems. I
argue that if one is able to succeed in striking the balance of a “Lost Human
Operator Tax” and innovation, we could create a system of both increased public
services, as well as potential UBI. Thus allowing for innovation that may not have
been “Economically Viable” but is still globally beneficial.
For how this may look we can look at the modern Republican Tradition,
pioneered by thinkers such as Philip Petit, Quintin Skinner, and Hannah Arendt,
who understand the Aristotelian notion that philosophizing and cultural growth can
only occur when The People have time to do so. For example, as our democracies
struggle with populist rhetoric through the weaponization of politics of passion,
perhaps the republican ideal of civic participation would provide an outlet for such
feelings of disenfranchisement. As such, large-scale participation required for, vita
activa is impossible in a world where all members of society are required to spend
one-third of their life working, and thus have to hand over the reins of Political
Freedom to representatives. In a world where AI may be able to provide enough
material for people to spend less time working, it may be possible to hand the
reigns of political freedom back over to the people. With large-scale assemblies of
individuals taking place and a public forum revitalized. As we have known for a
long time, the growth of the human condition happens only when we have been
allowed leisure.
Though as it stands, it seems those who are able to invest in these
technologies will be able to slash their costs in terms of human capital, work as we
know it will transition into labor, and as the wealth compounds away from us, our
participation in politics and how we are governed will continue to be hijacked, all
the while watching ourselves become increasingly tired and apathetic as all of our
workdays will end in sweat and blood once again.

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A term used often in contrast to “Vita contemplativa”
(Contemplative life) in Hannah Arendt’s On the Human Condition

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