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The corporate ladder doesn't exist anymore. It's structurally GONE. The bottom rungs have been removed. And the data proves it beyond any debate: Employment for software developers aged 22 to 25 has fallen nearly 20% since late 2022. The exact moment generative AI went mainstream. Developers aged 30 and...

11,900 次观看 • 2 个月前 •via X (Twitter)

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A former Goldman Sachs executive just said something on camera that should terrify every lawyer, doctor, and analyst on the planet. His name is Raoul Pal and he used to move billions on Wall Street. He was asked one question: "How disruptive will AI be?" He said it is the single greatest innovation in human history. Greater than the internet or the electricity. The only thing he compared it to was the splitting of the atom. But here is the part nobody is ready for. He said knowledge is now worth zero. Think about that for a second. Why do lawyers charge $800 an hour? Scarcity of knowledge. Why do consultants bill Fortune 500 companies millions? Scarcity of knowledge. Why did your parents tell you to get a degree? Scarcity of knowledge. AI just destroyed that entire model. A teenager with ChatGPT can now draft legal contracts, build financial models, write code and analyze medical scans. No degree, decade of experience and no six figure student debt. And the numbers already prove it. Employment for workers under 25 in AI-exposed jobs has dropped 13%. Wall Street banks are planning to cut 200,000 jobs. 30% of U.S. companies have already replaced workers with AI. 18 million entry level American jobs could disappear entirely. But here is the part that should keep you up at night. The junior roles where people learn, make mistakes, and develop real judgment are being automated first. Which means the experience that AI cannot replace is the exact experience young workers can no longer get. Pal says humanity now faces a binary choice. Merge with the machines or reject them. There is no middle ground and this is not about robots in factories. This is about the collapse of the entire knowledge economy.

Milk Road AI

410,927 次观看 • 4 个月前

Dario Amodei just warned about the next economic crisis on live television. The timeline is 1 to 5 years. Amodei: “We may indeed have a serious employment crisis on our hands as the pipeline for this early-stage white-collar work starts to contract and dry up.” Not factory workers. Not truck drivers. Lawyers. Consultants. Finance professionals. The entry-level jobs that millions of college graduates have used as the first rung of the middle class for decades. Amodei: “AI is at the level of a smart college student and reaching beyond that.” The skills those entry-level jobs require are exactly what AI does best. Summarizing documents. Building financial models. Drafting reports. Synthesizing research. The pipeline doesn’t just shrink. It dries up. And if the entry-level pipeline disappears, there is no path to senior leadership for the next generation. The ladder doesn’t get harder to climb. It gets removed. But here is what makes this different from every other automation warning. Amodei: “We can’t stop the AI bus. Even if all six companies stopped, then China would beat us. I think that’s a big and important threat.” This isn’t a choice between disruption and stability. It’s a choice between disrupting the economy ourselves or ceding that disruption to a geopolitical adversary who will do it without any of the safeguards. There is no pause button. There is no responsible opt-out. So Amodei said something no tech CEO has ever said publicly before. Amodei: “We may want government to find a way to level the economic playing field. Taxing AI companies like us.” The man building the technology that will eliminate millions of jobs is asking the government to tax him for doing it. That isn’t cognitive dissonance. That’s the clearest possible signal that the people building it understand what’s actually coming. The abundance is coming. The disruption arrives first. And the architects of that disruption are already asking who pays for the wreckage.

Dustin

105,246 次观看 • 4 个月前

44% of Gen Z employees are secretly destroying their company's AI systems from the inside. They're literally poisoning the data, faking the results, and making AI look like it doesn't work. This new survey of 2,400 workers by Writer and Workplace Intelligence is genuinely unbelievable... 29% of ALL employees admit to actively sabotaging their company's AI strategy. Among Gen Z workers? 44%. Nearly HALF. What they're doing: - Feeding proprietary company data into public AI tools on purpose - Tampering with performance reviews to make AI look like it's underperforming - Deliberately generating garbage output so leadership thinks the technology is broken - Refusing training - Refusing to log in - Some are even manipulating analytics dashboards to HIDE any productivity gains AI actually delivers They have a name for it too: FOBO. Fear Of Becoming Obsolete. And it honestly makes complete sense when you look at what their CEOs are telling them. Palantir's CEO stood on a stage at Davos in January and said "AI will destroy humanities jobs." Direct quote. Then added "You're effed." Anthropic's CEO said AI could eliminate HALF of all entry-level white-collar jobs. Microsoft's AI chief said ALL white-collar work could be automated within 18 months. These aren't random Twitter predictions. These are the CEOs of the companies BUILDING the AI. Telling the workforce directly that they're about to be replaced. Then those same companies turn around and say "please adopt this tool that's going to take your job." And they're genuinely confused when employees fight back. The data gets even worse though: 60% of executives say they're considering FIRING employees who refuse to adopt AI. 77% say they'll block promotions for anyone who resists. Accenture is literally monitoring weekly AI login data to decide who gets promoted. Meanwhile the job market for the people being told to "adapt or die" looks like this: - Entry-level software postings dropped from 43% to 28% since 2023 - 43% of US graduates aged 22 to 27 are underemployed - 60% of entry-level jobs now require 3+ years of experience - 80,000 tech workers have been laid off in 2026 alone AI was the LEADING cause of job cuts in March 2026 for the first time in recorded history. So the math is simple: CEOs are telling workers AI will replace them. Then demanding they use it. Then threatening to fire them if they don't. All while the job market outside is collapsing. And they wonder why 44% of Gen Z is burning it from the inside. But here's the part that surprised me the most: 75% of the executives in the same survey admitted their company's AI strategy is "more for show than a meaningful guide to outcomes." 3 out of 4 companies don't even HAVE a real AI strategy. They're forcing adoption of tools they don't understand. For strategies they haven't built. While threatening the livelihoods of people who see through the entire charade. 54% of executives also said AI is "tearing their company apart." Well... no shit. This is the first organized sabotage campaign against a technology in modern corporate history. The last time workers systematically destroyed the machines threatening their jobs was the Luddite movement in 1811. Factory workers smashing textile looms across England. History books treated them like idiots. Turns out they were 200 years early. The only difference is that today's sabotage is invisible. Corrupted data, faked metrics, and an entire generation quietly making sure the robots don't work. And the craziest part is that the executives threatening to fire them are the same ones who can't tell the AI is being sabotaged. Because they don't understand the technology either.

Ricardo

280,814 次观看 • 2 个月前

Alex Karp at Davos cuts through the AI jobs debate with something most people aren't prepared to hear. "One of the unfortunate things of the narrative in the west is it will destroy humanity's jobs — like you went to an elite school and you studied philosophy. Use myself as an example. That one is going to be hard to market." Karp points to workers building batteries in America, doing the same jobs as Japanese engineers, who went to high school rather than university. In his view, those are the people the AI economy will increasingly reward. "Those jobs are going to become more valuable. There will be more than enough jobs for the citizens of your nation, especially those with vocational training." When pushed on whether this means fewer white collar jobs, he said yes. But his real point runs deeper than that. He brings up a former police officer who attended a junior college and now manages complex targeting operations for the U.S. Army at a global level. "That person actually is irreplaceable. And I think in the past, the way we tested for aptitude would not have fully exposed how irreplaceable that person's talents are." The old credentialing system was built to filter for degrees, not capability. AI is now exposing that gap. The people who will thrive are those who can be quickly upskilled, apply practical judgment, and work effectively alongside advanced systems. A philosophy graduate from a top university may still struggle to land their first role, while a vocational technician who adapts and grows with the technology becomes the person no company wants to lose. AI is accelerating that shift, and a university degree is no longer the deciding factor in who the economy values.

Big Brain AI

38,795 次观看 • 3 个月前

Karen Hao just revealed that laid-off workers are being hired to train AI on the exact job they were fired from. A marketer gets laid off. They take a data annotation gig. They teach the model how to do marketing. The model learns. The next layoffs come. The cycle repeats. Here's the story: Hao interviewed 300+ people for her book Empire of AI. Data annotation is now one of the fastest-growing categories on LinkedIn. The people doing it are not who you'd expect: - PhD and law school graduates - Doctors who can't find clinical work - Award-winning Hollywood directors annotating in secret to feed their kids Hao says these jobs are "way worse than the jobs that were there." They "break the career ladder" from the middle out. A New York Magazine investigation followed one woman in the system. She said the work was "mechanizing my life, atomizing my work, devaluing my expertise." She said she had "become a monster." The job that replaces your job is teaching the machine to replace the next person. Anthropic's own data shows a 40% drop in entry-level hiring in the roles AI is targeting. Hao calls these companies "empires of AI." Almost nobody is talking about who's absorbing the fallout. — Karen Hao (Karen Hao), author of Empire of AI, on The Diary of a CEO (Steven Bartlett) podcast PS. This account exists to share the underreported stories the tech industry would rather you scroll past. Follow if that interests you — you won't want to miss what's scheduled next.

GeniusThinking

26,933 次观看 • 2 个月前

Mark Cuban said what every CEO in America needs to hear. "There are only two types of companies in this world, those who are great at AI, and everybody else. If you don't know AI, you are going to fail. Period, end of story." Mark Cuban didn't stop there. "Whether you are an employee, you're going to have to understand how AI impacts your job and how you can use it to be better at your job. Same if you're a student. And if you're a CEO, you can't just say, okay, I'm going to get my tech guys to understand it and educate me on it. You have to understand it yourself because it will have significant impact on every single thing that you do. There's no avoiding it." This is coming from someone who built and sold the Dallas Mavericks, who made his first fortune selling a company to Yahoo for $5.7 billion in 1999, and who has spent the last two years going deeper on AI than almost any investor his age. He is describing the Innovator's AI Dilemma, entrepreneurs are right now building AI-native companies designed to displace every major incumbent. If a CEO tears down their company to rebuild it AI native, investors revolt but if they do nothing, AI-native startups eat their market and investors revolt anyway. Either path leads to shareholder lawsuits and there is no comfortable middle. The companies that survive will be the ones where leadership, not just the tech team, genuinely understands what the technology can do. The ones that don't will look back at this moment the same way Blockbuster looks at 2005.

StockMarket.News

163,125 次观看 • 2 个月前

The bottom rung of the career ladder just vanished. Everyone standing on it is in freefall. Dario Amodei stood at Davos and told an entire generation their entry into professional life is gone. Not threatened. Gone. AI doesn’t help with entry-level work. It replaced it. Amodei: “It can do entry-level law. Entry-level finance. Entry-level consulting.” The foundation work that built every career just ceased to exist. Research that took months. Analysis that took weeks. Documentation that built competence over years. All instant. All flawless. All free. The economics are extinction-level. AI transforms senior talent into gods. It simultaneously deletes the proving ground where everyone else learned to be useful. Graduates aren’t competing with each other. They’re competing with tireless intelligence that costs nothing, makes no mistakes, and improves daily. Amodei: “My concern with AI is it’s coming at us faster.” Agricultural revolution: centuries. Industrial revolution: generations. This: everywhere, everyone, right now. Entire professions collapsing in months, not lifetimes. This is speed as weapon. Jobs die faster than replacements spawn. No grace period. No retraining window. Just instantaneous irrelevance across every field that touches a keyboard. Amodei: “We can’t deny that it will also eliminate jobs.” Every prior technology birth more jobs than it killed. AI murders that pattern. It doesn’t disrupt one sector. It automates all human thought work simultaneously. This isn’t about getting more efficient. It’s about economic survival for tens of millions whose education became obsolete mid-degree. One equation matters: create faster than AI destroys. AI accelerates exponentially. Creation crawls linearly. The gap isn’t a problem to solve. It’s a chasm swallowing futures in real time with no bottom visible. Your degree isn’t worth less. It’s worth nothing. And the system that sold it to you has no answer for what you do now.

Dustin

52,537 次观看 • 4 个月前

Goldman Sachs just published the list of jobs AI will eliminate first. 300 million jobs globally. 25% of all US work hours. And that's not in 10 years, it's starting NOW. Highest risk of displacement according to Goldman: 1. Computer programmers 2. Accountants 3. Auditors 4. Legal assistants 5. Administrative assistants 6. Customer service reps 7. Telemarketers 8. Proofreaders 9. Copy editors 10. Credit analysts. 46% of all office and administrative tasks can be automated. 44% of legal work. 37% of architecture and engineering. 36% of science. 35% of business and finance. These aren't warehouse jobs. These aren't factory floor positions. These are the careers parents told their kids to pursue. "Go to college. Get a degree. Get a desk job. You'll be safe." Goldman Sachs just told you that desk is getting emptied. And the data is already showing up in real time: Tech employment as a share of the US economy has dropped below its long-term trend for the first time since records began. Marketing consulting, graphic design, office administration, and call centers are all seeing employment growth fall below trend. Younger workers are getting hit first and hardest. Goldman's lead economist said it directly: "The big story in 2026 in labor will be AI." But here's what the report doesn't mention: Goldman Sachs is one of the biggest investors in the companies BUILDING the AI that eliminates these jobs. They underwrote OpenAI's funding rounds. They're advising on the $700 billion in AI infrastructure spending this year. They profit from every merger, every capex deal, every stock offering tied to AI. The same bank telling you 300 million jobs are at risk is making billions helping the companies that will take them. And the corporate playbook is already locked in: Meta is firing 16,000 people. 20% of its entire workforce. While doubling AI spending to $135 billion. Stock went up 3% on the announcement. Block fired 40% of its staff. Stock surged 24%. Atlassian cut 10%. Same pattern. Over 61,000 AI-linked layoffs since November. 764 people per day losing their jobs in tech alone. Every single time a company announces mass layoffs and says "AI," the stock price goes up. Wall Street has created a system where firing humans is the most profitable announcement a CEO can make. Goldman's report says the jobs most PROTECTED from AI are air traffic controllers, chief executives, radiologists, pharmacists, and members of the clergy. Notice who's safe? The people at the top and the people praying. Everyone in the middle is exposed. The entry-level white-collar worker who spent four years and $200,000 on a degree is now competing against software that works 24/7, never takes vacation, never asks for a raise, and improves every single week. Goldman even admits younger workers in their 20s and 30s entering knowledge and content creation sectors will be "most affected." The generation that was told AI would make their lives better is the one getting displaced by it first. And it gets even WORSE: Goldman says if this displacement happens faster than their 10 year base case, the economic impact "could be much larger." Basically: if companies move fast, which they already are, the fallout will be worse than their projections. They're already moving fast. $700 billion in AI infrastructure this year. Mass layoffs at every major tech company. Stock prices rewarding every single one. The report is 50 pages of data telling you exactly what's coming. Most people won't read past the headline. But you just did.

Ricardo

235,602 次观看 • 3 个月前

There is a prediction circulating in AI circles right now that most people are not taking seriously enough and the data says they should be. Within the next year or two, if you work remotely, your company will be able to create a digital twin of you. A model that speaks like you, writes like you, has learned from everything you have done right and wrong, your tone, your judgment calls, your workflow. It will be you on the other side of Zoom or Slack and no one could tell the difference. The harder question, the one nobody wants to sit with is whether it will actually be worse at your job than you are. Probably not. It will never sleep and it will always learn from its mistakes and it will cost 10 to 100 times less than you do and is tax deductible on top of that. The data is not speculative at this point. Anthropic's own labor market report pulled from millions of real Claude conversations found that AI can already theoretically automate 94% of tasks in computer and math occupations, 60-80% across law, office work, and tech. Actual usage is still at 10-20% of that potential which means we are in the early innings of the gap closing. Companies already know what direction this is headed. One in five companies replaced specific roles with AI in 2025 and by end of 2026, 30-37% plan to do so. Amazon cut 14,000 corporate jobs citing AI, Klarna replaced 700 customer service workers, Duolingo offboarded 10% of its contractor workforce. Anthropic's own first internal role eliminated was the engineer who reviewed Claude Code releases before they went to production. The argument from the clip is that the human in the loop is approaching the point of being a liability, the dumbest person on a team that is otherwise AI. That inflection point, by this estimate, is somewhere in the next 900 days.

Milk Road AI

17,209 次观看 • 2 个月前