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20% unemployment coming

https://archive.ph/xdhkq The AI Job Suck Is the China S...
Buff regret orchestra pit
  05/29/25
it's going to do to white collar jobs what chynuh did to blu...
glittery house-broken alpha
  05/29/25
wtf does this shit even mean anymore. half the people in the...
Hot multi-billionaire area
  05/29/25
...
titillating lilac hunting ground
  05/29/25
...
marvelous electric furnace
  05/29/25
...
red stag film organic girlfriend
  05/29/25
...
Arousing blue tank feces
  05/29/25
...
Buff regret orchestra pit
  05/29/25
...
self-absorbed boyish bbw
  05/29/25
not for long
abusive library
  05/29/25
They're going to automate that away too.
Pale school ladyboy
  05/29/25
lol
appetizing grizzly dilemma cumskin
  05/29/25
...
we have such sights to show you
  05/30/25
We're already at that point. 50% unemployment is coming.
titillating lilac hunting ground
  05/29/25
God lib shill articles are so tedious The Trump admin is ...
self-absorbed boyish bbw
  05/29/25
Describe what the trump admin is doing, what the Chinese are...
Rambunctious Piazza Internal Respiration
  05/29/25
The Trump admin is trying to completely restructure how US t...
self-absorbed boyish bbw
  05/29/25
100%. Worthless fucking boomer portfolio watchers. They r...
Summa
  05/29/25
When I started my in-house faggy job, it took me 50 hours a ...
Fiercely-loyal affirmative action turdskin
  05/29/25
nobody believes you
marvelous electric furnace
  05/29/25
idk what to tell you, brother. In-house work is becoming an...
Fiercely-loyal affirmative action turdskin
  05/29/25
no that you were working 50 hrs a week or whatever you sound...
marvelous electric furnace
  05/29/25
? you sound confused
Fiercely-loyal affirmative action turdskin
  05/29/25
Explain how to benefit from Python
Buff regret orchestra pit
  05/29/25
Python is an all-purpose language that's easy to write (trad...
Fiercely-loyal affirmative action turdskin
  05/29/25
...
Buff regret orchestra pit
  05/29/25
give an example fag
federal comical background story
  05/29/25
? I literally give a use case in my poast. The code I have ...
Fiercely-loyal affirmative action turdskin
  05/29/25
Why do all roads lead to Engineering
Vigorous Sneaky Criminal Kitchen
  05/29/25
lol it's funny how life works out. I've been in a few diffe...
Fiercely-loyal affirmative action turdskin
  05/29/25
I would've just used md5sum. No reason to use sha1/2 here.
flushed gunner
  05/29/25
I might have used md5, I don't remember the specific hashing...
Fiercely-loyal affirmative action turdskin
  05/29/25
no argument against sha1/2, just that md5 is probably faster...
flushed gunner
  05/29/25
This is how you automate law.
flushed gunner
  05/29/25
How long do you think it will take them to realize that they...
Wonderful Set
  05/29/25
lol. Barring major advances in AI that mean everybody is fu...
Fiercely-loyal affirmative action turdskin
  05/29/25
This is NOT the CR way to do inhouse. 90+% of what counts i...
amethyst parlour
  05/29/25
This is a lot less true of a F100 bureaucracy than some mid ...
Fiercely-loyal affirmative action turdskin
  05/29/25
True that as long as your company is doing well you are safe...
amethyst parlour
  05/29/25
You must be in some true cog role like reviewing dpas and se...
,.,.,.,........,....,,,..
  05/30/25
lol @ believing official unemployment stats
Carnelian native
  05/29/25
...
titillating lilac hunting ground
  05/29/25
Will be more like 75-80%
Buff regret orchestra pit
  05/29/25
its gonna be great
abusive library
  05/29/25
AI will probably bring socialism to USA
federal comical background story
  05/29/25
An even more dystopian socialism
Pale school ladyboy
  05/29/25
Entire departments will just be automated and managed by ske...
umber thirsty chapel idiot
  05/29/25
...
titillating lilac hunting ground
  05/29/25
...
Spectacular water buffalo
  05/29/25
It's 180
flushed gunner
  05/29/25
what's the alternative, butlerian jihad?
wine stirring becky
  05/29/25
"skeleton human crews" https://i.pinimg.com/ori...
Arousing blue tank feces
  05/29/25
What sales jobs are being done away with? A lot of sales is ...
sable cheese-eating corn cake
  05/29/25
we just need fewer people. the world needs to be 2 million p...
jevv
  05/30/25
the "unemployment rate" has been meaningless juice...
mustard crotch church building
  05/29/25
It’s hilarious that no one is skeptical of this messag...
amethyst parlour
  05/29/25
At the very least, lol at taking this kind of shit at face v...
self-absorbed boyish bbw
  05/29/25
Yes, I'm skeptical that AI in its current form will be able ...
naked ivory tanning salon degenerate
  05/29/25
The claude 4 models should give reason for skepticism. They ...
Fuchsia erotic gas station police squad
  05/29/25
Preventing AI from significantly disrupting the American job...
Concupiscible jewess
  05/29/25
"Frazier has suggested that medium and large-sized firm...
Puce violent principal's office
  05/29/25
lol, just had another example of this. Some socialist assho...
Fiercely-loyal affirmative action turdskin
  05/29/25
This sounds like hr birdbrain bullshit
marvelous electric furnace
  05/29/25
l'chaim!
Author;
  05/29/25
Our future is basically this comic strip https://www.newy...
Fucking Fuckface
  05/30/25
...
.,.,...,..,.,.,:,,:,.,.,:::,...,:,...:..:.,:.::,.
  05/30/25


Poast new message in this thread



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Date: May 29th, 2025 10:55 AM
Author: Buff regret orchestra pit

https://archive.ph/xdhkq

The AI Job Suck Is the China Shock of Today

Big economic changes tend to leave some Americans behind. The Trump administration needs to look forward rather than focus on the past.

May 29, 2025 at 10:00 AM UTC

Rearview-mirror policymaking seems as unavoidable as it is self-defeating. President Donald Trump is falling into this trap with his focus on reversing the past quarter-century of trade policy — trying to put the toothpaste back in its tube. In attempting to undo the so-called China shock, he is missing the opportunity to preempt collateral damage from the coming artificial intelligence shock, which will reshape labor markets over the coming decade.

Even relatively positive economic changes hurt some workers. As did the decline of America’s manufacturing hubs, AI is likely to prove a challenge for millions of workers. At the more apocalyptic extreme, Anthropic Chief Executive Officer Dario Amodei told Axios this week that AI could eliminate half of entry-level white-collar jobs and push unemployment as high as 20% over one to five years. While I’m not expecting anything that dire, there are subtle signs — as the Atlantic’s Derek Thompson pointed out last month — that the impacts may be already materializing in the unique and recent increase of the unemployment rate for recent college graduates to the highest since 2021.

Brookings Institution research projects that about 30% of the workforce could see at least half of their tasks disrupted by generative AI. That could include close to 19 million people in office and administrative support; 13 million in sales and related jobs; and 10 million in business and financial operations, according to Brookings’ analysis of OpenAI and Bureau of Labor Statistics data. Geographically speaking, economists Scott Abrahams and Frank Levy found that such work is most concentrated in expensive coastal areas, including the Bay Area and the nation’s capital. For the government, the key is to stand ready to provide help to those who need it.

The wildly uncertain fallout from AI requires modern tools for monitoring trends in employment and wages. In the China shock, the negative outcomes were concentrated in manufacturing communities. By failing to appreciate the scope of the problem early, policymakers allowed parts of the country to fall into a self-reinforcing cycle of decay, engendering a sense of unfairness and lighting a fire under a populist backlash in American politics. In contrast, the Abrahams and Levy study shows that a generative AI shock could nudge workers away from expensive coastal cities to places such as Savannah, Georgia, or Greenville, South Carolina, which offer affordable housing and economies that are less exposed to the job losses.

One source of forward-looking data is online job postings, which can be mined for keywords related to AI, Abrahams told me this week. Such data is far more comprehensive than it was in earlier shocks, and it reveals in real time the areas where companies are expanding and replacing workers — and, equally important, the areas where they aren’t. As Abrahams pointed out, AI’s impact may play out in large part through job-leavers that go unreplaced, rather than large and obvious layoffs.

In terms of the latter, improved disclosure would help. Kevin Frazier, the AI Innovation and Law Fellow at the UT Austin School of Law, has suggested updating the Worker Adjustment and Retraining Notification Act, which generally requires companies to provide 60 days advance notice of closures and layoffs of 50 workers or more. Frazier has suggested that medium and large-sized firms be required to disclose “widespread integration of new AI tools,” whether or not the new technology corresponds with immediate job cuts. Though compliance could be a challenge, this would add a layer of forward-looking visibility. Frazier also wants to change the WARN policy to capture more layoffs and give communities and policymakers more time to respond.

Second, the US should make preparations to provide a strong response to any visible labor market disruptions, including getting its fiscal house in order.1 While some people believe that AI will eventually be so disruptive that it demands a version of Universal Basic Income, the near-term solution is likely to look like an improved and probably costlier version of Trade Adjustment Assistance, the program rolled out during John F. Kennedy’s presidency to help workers sidelined by trade. That program was too bureaucratic and small to blunt a development as big as the China shock. Any new effort would have to cut down on red tape and be better funded. Frazier has suggested businesses themselves be required to pay into rainy-day-type funds for worker retraining.

Third, policymakers should make it easier for workers to move for new opportunities. Many lost jobs will be replaced by new and even better ones, but we can’t take for granted that the labor supply will automatically migrate to the sectors and regions with the greatest opportunity. In fact, one key takeaway from the China shock literature is that, while the labor market migrated, many individuals didn’t. David Autor, David Dorn and Gordon Hanson have found that incumbent workers were “largely frozen in the declining manufacturing sector in their original locations.”

It’s not clear why so many stayed. Personal ties may have motivated some, but others may have faced financial constraints — a problem exacerbated by today’s housing affordability crisis. As for Trade Adjustment Assistance, it provided only a laughable relocation allowance of no more than $1,250, a figure that should be much larger if it’s going to promote labor mobility.

Finally, the US must ensure that the next generation is equipped with the skills of the future, including general AI literacy as well as domain expertise around AI and robotics engineering. The future is also likely to place a premium on the general critical thinking skills and emotional intelligence that liberal arts degrees engender. While the payoffs of higher education may become less clear, it’s likely to remain essential to America’s success. Policymakers can support it through thoughtfully allocated student and research grants, and immigration policies that bring the best inventors and entrepreneurs to our country.

Unfortunately, Trump has paid short shrift to the AI challenge. He’s spending much of his time pursuing a policy of ex post protectionism, seemingly trying to reverse the outcomes of a shock that the US inadequately prepared for a quarter century ago. Instead, if he wants to leave an economic legacy, he should take steps to ensure that AI maximally benefits Americans by mitigating the inevitable dislocations along the way. Left unaddressed, America could face another populist backlash against uneven labor market outcomes, and the Republican Party may well find itself on the wrong side of this one.



(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970555)



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Date: May 29th, 2025 10:56 AM
Author: glittery house-broken alpha

it's going to do to white collar jobs what chynuh did to blue collar jobs

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970556)



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Date: May 29th, 2025 10:57 AM
Author: Hot multi-billionaire area

wtf does this shit even mean anymore. half the people in the us are driving for uber eats.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970561)



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Date: May 29th, 2025 10:58 AM
Author: titillating lilac hunting ground



(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970562)



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Date: May 29th, 2025 10:59 AM
Author: marvelous electric furnace



(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970565)



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Date: May 29th, 2025 11:10 AM
Author: red stag film organic girlfriend



(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970589)



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Date: May 29th, 2025 11:10 AM
Author: Arousing blue tank feces



(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970592)



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Date: May 29th, 2025 11:14 AM
Author: Buff regret orchestra pit



(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970604)



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Date: May 29th, 2025 11:21 AM
Author: self-absorbed boyish bbw



(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970625)



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Date: May 29th, 2025 11:32 AM
Author: abusive library

not for long

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970674)



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Date: May 29th, 2025 1:36 PM
Author: Pale school ladyboy

They're going to automate that away too.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48971065)



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Date: May 29th, 2025 8:43 PM
Author: appetizing grizzly dilemma cumskin

lol

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48972295)



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Date: May 30th, 2025 6:12 PM
Author: we have such sights to show you



(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48974800)



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Date: May 29th, 2025 10:59 AM
Author: titillating lilac hunting ground

We're already at that point. 50% unemployment is coming.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970563)



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Date: May 29th, 2025 10:59 AM
Author: self-absorbed boyish bbw

God lib shill articles are so tedious

The Trump admin is actually doing stuff to try to get in front of AI. In comparison, the Chinese government is doing nothing. They have no fucking idea what is going on. DeepSeek is doing it all themselves

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970564)



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Date: May 29th, 2025 11:32 AM
Author: Rambunctious Piazza Internal Respiration

Describe what the trump admin is doing, what the Chinese are failing to do, and exactly what it is that deepseek is doing tyia please eli5

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970670)



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Date: May 29th, 2025 11:43 AM
Author: self-absorbed boyish bbw

The Trump admin is trying to completely restructure how US trade and economy works in order to prepare for the AI age. All of the comments and sentiments out there about how the tariffs and their other economic policies are "stupid" are completely clueless and motivated by worries about people's own investment portfolios. I can't stress enough how stupid and selfish and dead weight these people are

The Trump admin has cultivated relationships with people in tech in order to understand and integrate themselves into developments in the AI industry. They understand what's coming and I would not be surprised if they are already coordinating with industry leaders behind the scenes. I predict that a focus on AI will be a major part of Vance's platform in 2028

They are trying to repatriate critical industries that will allow us to produce robots and the inputs for robots en masse. They are trying to vastly increase energy capability. Both of these things will be extremely important in the coming years

China on the other hand is doing absolutely nothing. Their leaders don't understand AI at all. They could be throwing their entire state apparatus at it and yet they are doing nothing. DeepSeek is operating almost entirely independently with little if any help from the state. They are doing a great job nonetheless but there is essentially no one else in China developing frontier AI models or integration outside of independent open source users



(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970697)



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Date: May 29th, 2025 11:19 PM
Author: Summa

100%.

Worthless fucking boomer portfolio watchers. They rather get their lower half obliterated rather than deal with a fingr up their anuse for a bit.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48972574)



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Date: May 29th, 2025 11:01 AM
Author: Fiercely-loyal affirmative action turdskin

When I started my in-house faggy job, it took me 50 hours a week. When I got good at it, it took me 40. When I started learning some python and automated a few things myself, I got it down to like 25. Now with AI, I've written scripts so complicated I have it down to like 10. It's insane and they keep giving me "Exceeds Expectations" and more money every year. lmao.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970569)



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Date: May 29th, 2025 11:02 AM
Author: marvelous electric furnace

nobody believes you

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970572)



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Date: May 29th, 2025 11:06 AM
Author: Fiercely-loyal affirmative action turdskin

idk what to tell you, brother. In-house work is becoming an expert in what's relevant to your company, then doing it forever until it's time to retire. It's highly amenable to automation and scripting in a way that's not nearly as true of tranny biglaw (constantly different clients and relevant fields). I can't speak for litigation as I've never done that, but from what I know I suspect they can benefit quite a bit from python as well.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970580)



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Date: May 29th, 2025 11:11 AM
Author: marvelous electric furnace

no that you were working 50 hrs a week or whatever you sound like a faggot/woman/idiot when u say shit like that nobody believes you

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970593)



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Date: May 29th, 2025 11:16 AM
Author: Fiercely-loyal affirmative action turdskin

? you sound confused

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970608)



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Date: May 29th, 2025 11:17 AM
Author: Buff regret orchestra pit

Explain how to benefit from Python

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970616)



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Date: May 29th, 2025 11:28 AM
Author: Fiercely-loyal affirmative action turdskin

Python is an all-purpose language that's easy to write (trade-off is that execution speed isn't that great, but computer processors are so good these days that barely matters for our purposes). It got even easier with AI, you can just say in plain language what you want the script to do and it will get you pretty close-- if it works it works, if it doesn't explain to the AI what the issue is and it will try again. If your job has a repetitive task, then there's a strong chance python can automate it. In my case, there's a lot of legally required reporting that requires data from multiple business units. Each one reports their data in their own way and I had to compile it into a document that meets the regs. I used to actually have to make these reports, now python does it for me and I just check the results. What python can do for you really depends on what you actually do with your day, though.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970655)



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Date: May 29th, 2025 11:52 AM
Author: Buff regret orchestra pit



(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970722)



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Date: May 29th, 2025 11:53 AM
Author: federal comical background story

give an example fag

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970727)



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Date: May 29th, 2025 12:17 PM
Author: Fiercely-loyal affirmative action turdskin

? I literally give a use case in my poast. The code I have is tailored to my company specifically. If you just need working python code, holy fuck bro, you're on the internet and it has AI chatbots now. You don't need me to start with >print ("Hello world") for you.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970802)



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Date: May 29th, 2025 12:37 PM
Author: Vigorous Sneaky Criminal Kitchen

Why do all roads lead to Engineering

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970883)



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Date: May 29th, 2025 1:41 PM
Author: Fiercely-loyal affirmative action turdskin

lol it's funny how life works out. I've been in a few different legal work places and I find that there's a lot of low hanging fruit because lawyers are a bunch of fags who don't know how to use a computer, I'm lucky if they're good enough with excel to do a vlookup.

Just remembered another one from my biglaw days when I got pulled into some deal, I think this was the first time I wrote python for work: The data room was some shit provider and it didn't provide metadata. The deal was ongoing and new documents were being uploaded routinely/old ones being updated. They were, no joke, relying on a representation from counsel that they would alert us if they added or modified anything. I said something like, "Why don't you just pull all the files, run an SHA-2 hash, then use that as a baseline? When you run it again, anything new or that hashes differently need to be looked at." This had never occurred to them and I ended up writing a python script for it. This is like stuff a first year computer science student could do even before AI, but a V20 didn't think of.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48971076)



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Date: May 29th, 2025 2:11 PM
Author: flushed gunner

I would've just used md5sum. No reason to use sha1/2 here.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48971204)



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Date: May 29th, 2025 2:19 PM
Author: Fiercely-loyal affirmative action turdskin

I might have used md5, I don't remember the specific hashing algo. But what's the argument AGAINST using sha 1/2? It's more collision resistant and the hashing part of the script ran pretty quickly (<2 minutes), the bottleneck was fetching the files from the server.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48971230)



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Date: May 29th, 2025 7:12 PM
Author: flushed gunner

no argument against sha1/2, just that md5 is probably faster (not that it matters).

md5 is only shitty for cryptographically secure hashing

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48972109)



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Date: May 29th, 2025 2:10 PM
Author: flushed gunner

This is how you automate law.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48971195)



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Date: May 29th, 2025 1:21 PM
Author: Wonderful Set

How long do you think it will take them to realize that they can replace you?

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48971005)



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Date: May 29th, 2025 2:21 PM
Author: Fiercely-loyal affirmative action turdskin

lol. Barring major advances in AI that mean everybody is fucked, this will never happen. My scripts are mine and nobody knows about them, not that any of the other lawfags would know how to use them even if they had the code. Bringing in a code monkey wouldn't work either because they don't understand the law faggotry. You can go far by being kind of good at two unrelated fields, I understand doctors who are good with computers also do well for themselves.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48971234)



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Date: May 29th, 2025 1:48 PM
Author: amethyst parlour

This is NOT the CR way to do inhouse. 90+% of what counts in inhouse jobs is that you’re invited to the meetings with important execs and when a legal issue comes up live in the room you can be (or at least sound) smart in response to questions off the top of your head. Sitting at your desk autistically and turning docs is a great way to be one of the people who is shockedjustshocked that they were impacted in the layoffs despite years of good reviews. If you don’t have important execs in the business who know your name and care what you think you are easily replaced, AI or not.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48971105)



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Date: May 29th, 2025 2:43 PM
Author: Fiercely-loyal affirmative action turdskin

This is a lot less true of a F100 bureaucracy than some mid level company. The conservatism of law and megacorp combine, if somebody in legal is doing their job and doing it well, they'll be left alone unless there's an actual reason to replace them. That becomes less true if the entire company is fucked, but what I can do is extremely transferable. Fuck, come to think of it, I could also work for the faggy agencies that regulate us. I'm utterly unworried about any of this.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48971311)



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Date: May 29th, 2025 7:58 PM
Author: amethyst parlour

True that as long as your company is doing well you are safe. But the equivalent of “making partner” in house is being a VP/manager of managers and having important execs who respect you and will stick up for you when times get tough. If you’re an expensive individual contributor or first level manager you’re literally the first draft spreadsheet of the proposed layoff candidates because you save the company more money and/or the consultants advising on the layoffs are requiring a recalibration of “spans and layers” on the org chart. TBF by 55 if you’re still an individual contributor you should at least have a network of contacts/former colleagues who can help you find another job to ride out another 5-10 years, but autism is gonna autism.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48972215)



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Date: May 30th, 2025 4:51 AM
Author: ,.,.,.,........,....,,,..


You must be in some true cog role like reviewing dpas and security addenda.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48972789)



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Date: May 29th, 2025 11:01 AM
Author: Carnelian native

lol @ believing official unemployment stats

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970570)



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Date: May 29th, 2025 11:05 AM
Author: titillating lilac hunting ground



(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970578)



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Date: May 29th, 2025 7:07 PM
Author: Buff regret orchestra pit

Will be more like 75-80%

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48972093)



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Date: May 29th, 2025 11:33 AM
Author: abusive library

its gonna be great

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970676)



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Date: May 29th, 2025 11:54 AM
Author: federal comical background story

AI will probably bring socialism to USA

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970729)



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Date: May 29th, 2025 1:38 PM
Author: Pale school ladyboy

An even more dystopian socialism

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48971070)



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Date: May 29th, 2025 12:33 PM
Author: umber thirsty chapel idiot

Entire departments will just be automated and managed by skeleton human crews in the next 5 years. Sales jobs will vanish overnight. Consulting and most finance gigs are easily replaced. Law and most medical diagnostic jobs are actually better off being done by AI with some specialized human crews to oversee them. It's insane that people are just letting this all happen.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970869)



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Date: May 29th, 2025 12:35 PM
Author: titillating lilac hunting ground



(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970873)



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Date: May 29th, 2025 12:39 PM
Author: Spectacular water buffalo



(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970889)



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Date: May 29th, 2025 2:13 PM
Author: flushed gunner

It's 180

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48971209)



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Date: May 29th, 2025 2:38 PM
Author: wine stirring becky

what's the alternative, butlerian jihad?

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48971294)



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Date: May 29th, 2025 8:31 PM
Author: Arousing blue tank feces

"skeleton human crews"

https://i.pinimg.com/originals/0b/aa/bd/0baabd60a870970ff7cdda4d489075a1.gif

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48972268)



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Date: May 29th, 2025 9:04 PM
Author: sable cheese-eating corn cake

What sales jobs are being done away with? A lot of sales is person to person relationships, and I don’t see AI being able to replace those types of sales jobs.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48972334)



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Date: May 30th, 2025 3:16 PM
Author: jevv

we just need fewer people. the world needs to be 2 million people max.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48974172)



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Date: May 29th, 2025 12:56 PM
Author: mustard crotch church building

the "unemployment rate" has been meaningless juiced garbage forever but yea we're gonna have food lines pretty soon at this rate

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48970929)



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Date: May 29th, 2025 1:56 PM
Author: amethyst parlour

It’s hilarious that no one is skeptical of this message coming to you directly from the CEOs of the big name AI unicorns and startups. It obviously will pwn entry level work as it currently exists, but it will also create a giant avalanche of new reporting and insights and for the foreseeable future it will also be important to QA it and make sure it didn’t hallucinate or otherwise fuck up. All that plus the myriad new potential cyber and surveillance risks it creates is at worst a minor skills mismatch that will resolve quickly. Lower rungs of corporate America will be converted to “AI overseer” roles and effectively like a technical account manager of whatever subject matter the AI is supposed to be replacing. Those jobs will be very highly paid until the market catches up and starts producing enough people who can actually do it well, and there’s likely an IQ cap on that number. Ie Trump making H1Bs and foreign students flee in terror will likely extend the timeline for those jobs to be overvalued relative to optimal capacity (which also slows the timeline of the jobs being replaced). I wouldn’t want to be a recent grad right now or before about 2030, but it’s likely going to be a huge career lever for anyone our age who can develop basic competency and an even bigger lever for the 25-30 elder Gen Z cohort that’s effectively where we were at the dawning moment of ITE.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48971140)



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Date: May 29th, 2025 1:58 PM
Author: self-absorbed boyish bbw

At the very least, lol at taking this kind of shit at face value from the frontier AI CEO's

https://x.com/stocktalkweekly/status/1927701640406081709

He said it in All Caps btw. Because he's Extra Serious about wanting you to understand that His Product Is A Gamechanger In The New Computer Ontology

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48971157)



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Date: May 29th, 2025 7:03 PM
Author: naked ivory tanning salon degenerate

Yes, I'm skeptical that AI in its current form will be able to do EVERYTHING unsupervised, especially seeing as OpenAI and Meta are both struggling with their next gen frontier models. I suspect that's a combination of saturating the transformer architecture and already using the entire internet for training data - there's not much space left to improve the models using current approaches. Maybe there will be a new breakthrough allowing for human-level adaptability and intelligence, but I think it's possible there won't be.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48972079)



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Date: May 29th, 2025 7:09 PM
Author: Fuchsia erotic gas station police squad

The claude 4 models should give reason for skepticism. They only really improved on math and coding, which are easy to generate synthetic data for. Everything else had very marginal improvements

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48972102)



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Date: May 29th, 2025 2:15 PM
Author: Concupiscible jewess

Preventing AI from significantly disrupting the American job market will require a mix of proactive policies, regulatory frameworks, and economic adaptations. Here are some key legislative and policy approaches that could help mitigate job displacement while harnessing AI's benefits:

### 1. **AI Transparency and Accountability Laws**

- **Algorithmic Impact Assessments (AIAs):** Require companies deploying AI in hiring, firing, or task automation to assess and disclose potential job impacts before implementation.

- **Right-to-Explanation Laws:** Mandate that workers and employers understand how AI-driven decisions (e.g., layoffs, promotions) are made.

### 2. **Job Displacement Mitigation Policies**

- **Automation Tax or Robot Tax:** Levy taxes on companies that replace human labor with AI/automation, with revenue funding retraining programs.

- **Severance and Transition Support:** Require companies displacing workers via AI to provide extended severance, healthcare, and retraining benefits.

### 3. **Workforce Reskilling & Education Reform**

- **Lifelong Learning Accounts (LLAs):** Government-matched savings accounts for workers to upskill (similar to 401(k)s for education).

- **Expanded Pell Grants for Tech Training:** Subsidize certifications in AI-resistant fields (healthcare, trades, creative industries).

- **National AI Apprenticeship Program:** Fund employer partnerships to train workers in AI-augmented roles.

### 4. **Labor Protections & New Worker Rights**

- **Shortened Workweek Incentives:** Tax breaks for companies adopting 4-day weeks (distributing work more evenly).

- **Collective Bargaining for Tech Transitions:** Strengthen unions’ role in negotiating AI integration terms.

- **Job Guarantee Programs:** Public-sector employment as a backstop for displaced workers (e.g., infrastructure, care work).

### 5. **Incentivizing Human-AI Collaboration**

- **Tax Credits for "Augmentation over Automation":** Reward companies using AI to assist (not replace) workers.

- **Small Business AI Grants:** Help SMEs adopt AI tools without reducing headcount.

### 6. **Sector-Specific Safeguards**

- **Healthcare/Education AI Guardrails:** Limit AI’s role in fields requiring human judgment (e.g., ban fully automated teaching/nursing).

- **Creative Industry Protections:** Copyright reforms ensuring artists/writers are compensated when AI trains on their work.

### 7. **Long-Term Structural Reforms**

- **Universal Basic Income (UBI) Pilots:** Test unconditional cash transfers to offset job market volatility.

- **Data Dividend Laws:** Require AI firms to share profits with workers whose data trained their models (e.g., California’s proposed data dividend).

### **Political Challenges & Trade-Offs**

- **Innovation vs. Protection:** Overregulation could stifle AI’s productivity gains, but inaction risks mass unemployment.

- **Global Competition:** U.S. policies must balance worker protections with maintaining competitiveness against less-regulated nations.

### **Key Precedents**

- The **WORKER Act** (proposed in 2021) aimed to tax automation and fund retraining.

- The **EU AI Act** includes risk assessments for high-impact AI, a model for U.S. rules.

Would you prioritize certain sectors (e.g., manufacturing, white-collar jobs) for protection, or focus on economy-wide solutions?

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48971217)



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Date: May 29th, 2025 8:51 PM
Author: Puce violent principal's office

"Frazier has suggested that medium and large-sized firms be required to disclose “widespread integration of new AI tools,” whether or not the new technology corresponds with immediate job cuts. Though compliance could be a challenge, this would add a layer of forward-looking visibility. Frazier also wants to change the WARN policy to capture more layoffs and give communities and policymakers more time to respond."

These laws are a great example of lib stupidity. It's supposed to protect workers, but the end result is that Google has to announced its laying off 10% of their workforce, so then Microsoft leadership and investors both go "shit we better lay off 10% of our workforce."

Amazing they do't have the foresight to realize forcing companies to announce they're using AI is goig to lead to more companies using AI...

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48972304)



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Date: May 29th, 2025 9:45 PM
Author: Fiercely-loyal affirmative action turdskin

lol, just had another example of this. Some socialist asshole has a reasonable shot of being NYC's next mayor and his big idea is to freeze all rent. The second order effects of this should be obvious, but consequences don't penetrate the lib skull.

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48972386)



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Date: May 29th, 2025 9:47 PM
Author: marvelous electric furnace

This sounds like hr birdbrain bullshit

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48972391)



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Date: May 29th, 2025 11:40 PM
Author: Author;

l'chaim!

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48972600)



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Date: May 30th, 2025 6:36 AM
Author: Fucking Fuckface

Our future is basically this comic strip

https://www.newyorker.com/cartoon/a16995

People will fall all over themselves to be the ones who bring AI into existence as long as they get (brief) wealth, recognition, and power

(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48972858)



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Date: May 30th, 2025 5:17 PM
Author: .,.,...,..,.,.,:,,:,.,.,:::,...,:,...:..:.,:.::,.




(http://www.autoadmit.com/thread.php?thread_id=5731020&forum_id=2).#48974650)