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The Great Recalibration - How AI will change labor and society

Posted on 3/31/26 at 11:34 am
Posted by Shexter
Prairieville
Member since Feb 2014
20192 posts
Posted on 3/31/26 at 11:34 am


TL/DR - Mommas don't let your babies grow up to be doctors and lawyers and such





The next decade will be very similar to the Great Depression of the 1920's with a shift to rural life and skilled labor jobs.

Act One: The Disruption (2025 to 2028)
Act Two: The Pivot (2028 to 2032)
Act Three: The New Equilibrium (2032 to 2035)

https://claude.ai/public/artifacts/47da1b30-20de-439f-b22f-c5264293fbd3

quote:

The back-to-land movement of the 1930s is a direct historical precedent for the rural migration scenario emerging in AI displacement projections. Between 1930 and 1935, an estimated 1.2 million urban Americans moved to rural areas, many purchasing or homesteading small farms, not because farming was economically efficient relative to urban wages in good times, but because land represented a form of security that employment had catastrophically failed to provide.

The difference between the 1930s back-to-land movement and the one now taking shape is technological infrastructure. The 1930s migrant left electricity, running water, markets, medical care, and communication behind when they left the city. The displaced white collar worker of the 2030s leaves none of these things behind. They bring them in their pocket, on a satellite dish, and in a decade of technical knowledge that did not exist in 1935.


quote:

The generation formed by the internet's maturation is, by several psychological metrics, the most anxious and least resilient in the historical record. This is not a moral failing. It is the predictable outcome of an environment that eliminated boredom, friction, delayed gratification, and physical competency from childhood development at scale.

The AI generation growing up now and the jack-of-all-trades generation being forged in displacement may represent a correction. Children raised in households where parents work with their hands, build things, fix things, and use AI instrumentally rather than compulsively may develop the psychological substrate their parents' generation lacked. This is one of the more counterintuitive potential gifts of the disruption ahead.


quote:

When a wave of college-educated, technically literate displaced workers begins entering trade apprenticeship programs, as is already beginning to occur, the character of those trades begins to change. The electrician who understands building automation systems, the HVAC technician who can integrate AI-managed climate controls, the plumber who understands smart water monitoring, these are not the trades of the previous generation. They are hybrid roles that combine physical execution with systems intelligence in ways that are both extremely difficult to automate and extremely well compensated.


ACT 1
The early rural movers during Act One have enormous advantages. Land is still affordable. The cultural infrastructure of rural communities has not yet been strained by a large influx. The technical skills of early movers command premium prices because supply is still limited. The window for Act One positioning closes around 2028 to 2029.

ACT 2
The jack-of-all-trades identity begins to carry genuine cultural prestige rather than being coded as a retreat or a failure. The rural homestead with a Starlink dish, a productive garden, a workshop, and a remote income stream stops being an eccentric lifestyle choice and starts being a recognizable aspirational archetype. The media coverage shifts from "people fleeing cities" to "people choosing differently," which is a meaningful difference in how it registers culturally.

The educational reckoning arrives in full force during Act Two. Universities whose revenue model depended on credential scarcity tied to specific career paths face genuine existential pressure as those career paths compress.

ACT 3
The jack-of-all-trades generation has by now raised the first cohort of children who have known nothing else. These children, born in the early 2030s to parents who chose intentionality over efficiency, will enter adolescence with a relationship to physical competency, technology, and community that no prior generation has had in the same combination. They are comfortable with AI the way their parents were comfortable with search engines, instrumentally and without mystification. They know how to fix things, grow things, and build things the way their grandparents did not. They have the community embeddedness of a small town and the global connectivity of a major city.

Posted by jdd48
Baton Rouge
Member since Jan 2012
23676 posts
Posted on 3/31/26 at 11:40 am to
You had an AI product that's trying to sell you subscriptions tell you why you should buy said subscriptions?
Posted by 0jersey
Paradise
Member since Sep 2006
1932 posts
Posted on 3/31/26 at 11:43 am to
We’ll see!
Posted by lsu777
Lake Charles
Member since Jan 2004
37601 posts
Posted on 3/31/26 at 11:49 am to
so yea im sure State boards are just going to say....yep....everything will be AI now...the same state board run by those in the industries

yall way way over estimate how much yall think AI will do

what it will do is make those professions way more efficient.
Posted by Defenseiskey
Houston, TX
Member since Nov 2010
2084 posts
Posted on 3/31/26 at 11:52 am to
Aren't most rural areas losing population? Im not sure about other states but I know rural areas in Louisiana and Texas are depopulating.
Posted by el Gaucho
He/They
Member since Dec 2010
58903 posts
Posted on 3/31/26 at 11:53 am to
Diesel will be like 20 bucks a gallon so most of us will have to pick crops because it’ll be too expensive to run a tractor
Posted by TigerIron
Member since Feb 2021
3980 posts
Posted on 3/31/26 at 11:54 am to
quote:

You had an AI product that's trying to sell you subscriptions tell you why you should buy said subscriptions?


And then post an AI generated wall of text like it's an analysis we are all going to read.
Posted by StringedInstruments
Member since Oct 2013
20789 posts
Posted on 3/31/26 at 11:58 am to
I was actually just watching a YouTube channel of a homesteading family (More Than Farmers). I was envious of how well they could sustain themselves. They grow most of their own food on just 1/2 acre. They're not totally independent, but they have the knowledge and skills to be if they needed to. They can cultivate from seed, so they could survive as long as the weather allowed them to.
Posted by GeauxTigers0107
We Coming
Member since Oct 2009
10917 posts
Posted on 3/31/26 at 12:00 pm to
quote:

el Gaucho



Posted by Tempratt
Member since Oct 2013
15106 posts
Posted on 3/31/26 at 12:10 pm to
quote:

yall way way over estimate how much yall think AI will do


Won't any of this stuff have an off switch?
Unless we reach the Matrix type power source, everythng needs a source of energy.
Posted by lsu777
Lake Charles
Member since Jan 2004
37601 posts
Posted on 3/31/26 at 12:20 pm to
yep...power outage will hamper those types of things

ill worry when a robot can go and remove the motor from a car and rebuild it on the spot. until then....just makes my life easier.
Posted by FahQGump
Auburn, Al
Member since Dec 2021
1888 posts
Posted on 3/31/26 at 12:25 pm to
Seems like the switching to trades from the computer desk is gaining traction. Those who had to lead their own path will do well, but a majority of them are gonna be in for a rude awakening. I see alot of tradesmen who seem mad about it, I look forward to reading about it on Redditr!
Posted by Shexter
Prairieville
Member since Feb 2014
20192 posts
Posted on 3/31/26 at 12:27 pm to
quote:

Aren't most rural areas losing population? Im not sure about other states but I know rural areas in Louisiana and Texas are depopulating.


That's because we're currently in Act 1 where land is still cheap. Buy land now and get ahead of the crowd.

quote:

The early rural movers during Act One have enormous advantages. Land is still affordable. The cultural infrastructure of rural communities has not yet been strained by a large influx. The technical skills of early movers command premium prices because supply is still limited. The window for Act One positioning closes around 2028 to 2029.
Posted by Shexter
Prairieville
Member since Feb 2014
20192 posts
Posted on 3/31/26 at 12:30 pm to
quote:

ill worry when a robot can go and remove the motor from a car and rebuild it on the spot.


That may happen sooner than you think

Posted by lsu777
Lake Charles
Member since Jan 2004
37601 posts
Posted on 3/31/26 at 12:38 pm to
cool its in place...let me know when it can go work on it in the field.

Im just using a car as an example.
Posted by NIH
Member since Aug 2008
121837 posts
Posted on 3/31/26 at 1:20 pm to
The idea that white collar jobs will vanish with no effect on the economy is retarded. Yeah, I guess blue collar workers will be rich servicing the vehicles and homes of ? Building commercial space for people who are relying on UBI?

Our house of cards economy needed trillions to stave off two months of predicted unemployment in 2020. Poor people defaulting on their mortgages en masse in 2008 threw our economy into a decade long tail spin. The American economy is incredibly reliant on white collar jobs supporting taxes, real estate, spending, etc.
This post was edited on 3/31/26 at 1:23 pm
Posted by Snipe
Member since Nov 2015
16365 posts
Posted on 3/31/26 at 1:25 pm to
quote:

ACT 1
The early rural movers during Act One have enormous advantages. Land is still affordable. The cultural infrastructure of rural communities has not yet been strained by a large influx. The technical skills of early movers command premium prices because supply is still limited. The window for Act One positioning closes around 2028 to 2029.

ACT 2
The jack-of-all-trades identity begins to carry genuine cultural prestige rather than being coded as a retreat or a failure. The rural homestead with a Starlink dish, a productive garden, a workshop, and a remote income stream stops being an eccentric lifestyle choice and starts being a recognizable aspirational archetype. The media coverage shifts from "people fleeing cities" to "people choosing differently," which is a meaningful difference in how it registers culturally.

The educational reckoning arrives in full force during Act Two. Universities whose revenue model depended on credential scarcity tied to specific career paths face genuine existential pressure as those career paths compress.

ACT 3
The jack-of-all-trades generation has by now raised the first cohort of children who have known nothing else. These children, born in the early 2030s to parents who chose intentionality over efficiency, will enter adolescence with a relationship to physical competency, technology, and community that no prior generation has had in the same combination. They are comfortable with AI the way their parents were comfortable with search engines, instrumentally and without mystification. They know how to fix things, grow things, and build things the way their grandparents did not. They have the community embeddedness of a small town and the global connectivity of a major city.


That sounds all nice and fine, but in reality the didn-doo's will mess it up for everyone just like they always do.

Posted by statman34
Member since Feb 2011
3764 posts
Posted on 3/31/26 at 1:50 pm to
quote:

That sounds all nice and fine, but in reality the didn-doo's will mess it up for everyone just like they always do.


Hate to break it to you but in the AI doomsday scenario that the AI companies are hellbent on trying to sell is going to happen, we are all didn-doos reliant on UBI if they would even do such a thing. Everything will collapse on itself if any of the classes are out of work in significant numbers. Party over. Nothing anyone sells with have buyers and buyers have no money. Good luck to all of us if anything close to this actually happens (which it won't)
Posted by SquatchDawg
Cohutta Wilderness
Member since Sep 2012
19800 posts
Posted on 3/31/26 at 2:58 pm to
Yeah…well in 2026 I’m working with Copilot trying to compare data on two spreadsheets and I feel like I’m working with a retard.
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