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India is producing more graduates than ever before. Yet, quality white collar jobs are becoming harder to find. The numbers point to a structural shift: ➤ Nearly 5 million graduates enter the workforce each year, but only around 1.7 million salaried graduate jobs are created. ➤ Graduate unemployment is... show more

Marcellus Investment Managers

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12,486 次观看 • 1 个月前 •via X (Twitter)

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India's banking system looks healthier than it has in years. Bad loans are falling. Defaults appear under control. The RBI's Financial Stability Report paints a reassuring picture. But dig a little deeper into the same report and a different story begins to emerge. ⮞ Household debt has reached a record high as a percentage of GDP. ⮞ Nearly half of household borrowing is now for consumption rather than asset creation. ⮞ Between 5% and 10% of retail borrowers may already be borrowing simply to service existing debt. ⮞ Early signs of stress are rising even as headline bad loan numbers continue to improve. The interesting part isn't that the data is hidden. It's that both the optimistic and the cautious interpretations come from the very same RBI report. So, what should investors make of it? Watch the full analysis between Saurabh Mukherjea and Nandita Rajhansa, CFA as they unpack what the RBI's Financial Stability Report is really saying and what it could mean for India's economy, markets and your portfolio:

India's banking system looks healthier than it has in years. Bad loans are falling. Defaults appear under control. The RBI's Financial Stability Report paints a reassuring picture. But dig a little deeper into the same report and a different story begins to emerge. ⮞ Household debt has reached a record high as a percentage of GDP. ⮞ Nearly half of household borrowing is now for consumption rather than asset creation. ⮞ Between 5% and 10% of retail borrowers may already be borrowing simply to service existing debt. ⮞ Early signs of stress are rising even as headline bad loan numbers continue to improve. The interesting part isn't that the data is hidden. It's that both the optimistic and the cautious interpretations come from the very same RBI report. So, what should investors make of it? Watch the full analysis between Saurabh Mukherjea and Nandita Rajhansa, CFA as they unpack what the RBI's Financial Stability Report is really saying and what it could mean for India's economy, markets and your portfolio:

Marcellus Investment Managers

11,338 次观看 • 13 天前

South Africa's graduate employment gap reveals a stark reality: white graduates face 7.9% unemployment vs 36.9% for black graduates. But why? The gap isn't about qualifications — it's about systems. White graduates benefit from stronger professional networks, giving them access to the "hidden job market" where most jobs are never advertised. Meanwhile, many black graduates rely solely on public job listings, a far less effective route. Institutional reputation plays a huge role too. Degrees from historically white universities are still perceived as more prestigious by private sector employers, creating bias before interviews even begin. Add in unequal access to internships, vacation work, and geographic proximity to economic hubs — and black graduates face compounding disadvantages before they even send their first CV. Fields of study matter as well. Black graduates are overrepresented in humanities; white graduates in engineering, ICT, and sciences — fields with stronger hiring demand. South Africa has made progress since 1994, but structural inequality doesn't disappear with a policy change. Closing this gap requires employers, universities, and government to actively dismantle the barriers that persist.

South Africa's graduate employment gap reveals a stark reality: white graduates face 7.9% unemployment vs 36.9% for black graduates. But why? The gap isn't about qualifications — it's about systems. White graduates benefit from stronger professional networks, giving them access to the "hidden job market" where most jobs are never advertised. Meanwhile, many black graduates rely solely on public job listings, a far less effective route. Institutional reputation plays a huge role too. Degrees from historically white universities are still perceived as more prestigious by private sector employers, creating bias before interviews even begin. Add in unequal access to internships, vacation work, and geographic proximity to economic hubs — and black graduates face compounding disadvantages before they even send their first CV. Fields of study matter as well. Black graduates are overrepresented in humanities; white graduates in engineering, ICT, and sciences — fields with stronger hiring demand. South Africa has made progress since 1994, but structural inequality doesn't disappear with a policy change. Closing this gap requires employers, universities, and government to actively dismantle the barriers that persist.

LambChip

103,279 次观看 • 4 个月前

Marc Andreessen explains that America can win the future of manufacturing by building the advanced products of the future in highly automated factories that create well-paying, high-skilled “blue-collar-plus” jobs: “What you have is a large number of jobs, that are, call them ‘blue-collar-plus jobs’, and then also white-collar jobs, and all the associated service jobs around those that are building and maintaining that new kind of plant to build that new kind of thing.” “I think what you can do is you can leap forward on the nature of the product you’re building.” “By the way, if we don’t do that, all of those things are going to get made in China.” “What an amazing story it would be for America in the 21st century, which is we reindustrialize not to build the products of the past but to build the products of the future.” Marc Andreessen 🇺🇸

Marc Andreessen explains that America can win the future of manufacturing by building the advanced products of the future in highly automated factories that create well-paying, high-skilled “blue-collar-plus” jobs: “What you have is a large number of jobs, that are, call them ‘blue-collar-plus jobs’, and then also white-collar jobs, and all the associated service jobs around those that are building and maintaining that new kind of plant to build that new kind of thing.” “I think what you can do is you can leap forward on the nature of the product you’re building.” “By the way, if we don’t do that, all of those things are going to get made in China.” “What an amazing story it would be for America in the 21st century, which is we reindustrialize not to build the products of the past but to build the products of the future.” Marc Andreessen 🇺🇸

a16z

124,115 次观看 • 9 个月前

Andrew Yang says AI will create new jobs but will destroy millions “AI is going to create many new jobs that we cannot predict. Millions of Americans are going to lose their jobs to AI, both those statements are 100% true” “The issue in my mind is that many of the jobs that are gonna be created are gonna be for different people with different skills than the jobs that got eliminated, and the number of jobs eliminated will be many times higher” “The comparison I make for White Collar folks is when the internet came and did a number on local newspapers. Some people would say, oh, there’ll be new media jobs, which there were…” “But for every 10 local reporters that lost their jobs, maybe you had 3 that then worked at BuzzFeed and now BuzzFeed is disappearing too” “The numbers just don’t match up”

Andrew Yang says AI will create new jobs but will destroy millions “AI is going to create many new jobs that we cannot predict. Millions of Americans are going to lose their jobs to AI, both those statements are 100% true” “The issue in my mind is that many of the jobs that are gonna be created are gonna be for different people with different skills than the jobs that got eliminated, and the number of jobs eliminated will be many times higher” “The comparison I make for White Collar folks is when the internet came and did a number on local newspapers. Some people would say, oh, there’ll be new media jobs, which there were…” “But for every 10 local reporters that lost their jobs, maybe you had 3 that then worked at BuzzFeed and now BuzzFeed is disappearing too” “The numbers just don’t match up”

Jack

70,446 次观看 • 4 个月前

Just in case you forgot: Trump wants to give every F1 Visa holding Foreign Student who graduates from an American college (even jr. college) a Green Card. Not a temp work visa - he wants to give them permanent residency which also means the ability to apply for citizenship. Facts: There are about 11 million 'Degreed Stem' Jobs in the U.S. Between foreign born citizens and foreign work visa holders, about 7.5 million of those jobs are already held by foreigners. There are about 4.2 million native born Americans working in these degreed STEM jobs today. We are already a minority in degreed STEM jobs. There are 12 million American citizens with STEM degrees not working in STEM. How many degreed STEM jobs does Trump think there are? Fyi, you'll often hear numbers for STEM jobs in the 30-35 million range. But that includes nurses, electricians, electronics technicans and many important but lower level jobs. When it comes engineers and scientists. there are only about 11 million jobs available. Why does Trump believe we can just flood in and endless supply of foreigners into the STEM workforce? With 1.2 million F1 visa holders here, the numbers just don't work. Note that he's speaking with the Tech Bros on this podcast. They fill his head with endless lies about shortages and skills gaps. But he never seems to ask: How did we build the entire tech world here in the U.S from the '50s through to the late '90s with mostly American engineers and scientists? There was never a shortage. Rather, what we did is crowd Americans out of universities and entry level jobs. Now the labor market for these jobs is filled with the foreign born. It makes me sick to my stomach listening to him prattle on like this.

Just in case you forgot: Trump wants to give every F1 Visa holding Foreign Student who graduates from an American college (even jr. college) a Green Card. Not a temp work visa - he wants to give them permanent residency which also means the ability to apply for citizenship. Facts: There are about 11 million 'Degreed Stem' Jobs in the U.S. Between foreign born citizens and foreign work visa holders, about 7.5 million of those jobs are already held by foreigners. There are about 4.2 million native born Americans working in these degreed STEM jobs today. We are already a minority in degreed STEM jobs. There are 12 million American citizens with STEM degrees not working in STEM. How many degreed STEM jobs does Trump think there are? Fyi, you'll often hear numbers for STEM jobs in the 30-35 million range. But that includes nurses, electricians, electronics technicans and many important but lower level jobs. When it comes engineers and scientists. there are only about 11 million jobs available. Why does Trump believe we can just flood in and endless supply of foreigners into the STEM workforce? With 1.2 million F1 visa holders here, the numbers just don't work. Note that he's speaking with the Tech Bros on this podcast. They fill his head with endless lies about shortages and skills gaps. But he never seems to ask: How did we build the entire tech world here in the U.S from the '50s through to the late '90s with mostly American engineers and scientists? There was never a shortage. Rather, what we did is crowd Americans out of universities and entry level jobs. Now the labor market for these jobs is filled with the foreign born. It makes me sick to my stomach listening to him prattle on like this.

War for the West

68,342 次观看 • 6 个月前

White-collar jobs are getting hit harder by AI than blue-collar ones right now. Tasks like writing, data analysis, coding, research, and admin work are exactly what current AI excels at, unlike physical manufacturing work. One analysis puts white-collar automation potential at around 30%, compared to under 1% for blue-collar roles. Goldman Sachs says AI could automate 25% of all US work hours, with 300 million jobs globally exposed, though actual displacement over 10 years might be more like 6-7% of workers. What’s actually happening: AI was linked to about 4.5% of job losses in 2025, and in April 2026 it accounted for 26% of layoffs in one report. Entry-level white-collar roles, junior analysts, coders, paralegals, customer service, are seeing the biggest squeeze, with hiring slowing sharply in AI-exposed fields. BCG projects 50-55% of US jobs will change significantly in the next couple years, but only 10-15% get fully eliminated in the next five. A lot of roles are getting augmented, people using AI tools to work faster rather than being replaced outright. It’s still early, so the big wave of losses some CEOs are warning about hasn’t fully materialized yet. The real story so far is fewer new office jobs being created, especially at the entry level.

White-collar jobs are getting hit harder by AI than blue-collar ones right now. Tasks like writing, data analysis, coding, research, and admin work are exactly what current AI excels at, unlike physical manufacturing work. One analysis puts white-collar automation potential at around 30%, compared to under 1% for blue-collar roles. Goldman Sachs says AI could automate 25% of all US work hours, with 300 million jobs globally exposed, though actual displacement over 10 years might be more like 6-7% of workers. What’s actually happening: AI was linked to about 4.5% of job losses in 2025, and in April 2026 it accounted for 26% of layoffs in one report. Entry-level white-collar roles, junior analysts, coders, paralegals, customer service, are seeing the biggest squeeze, with hiring slowing sharply in AI-exposed fields. BCG projects 50-55% of US jobs will change significantly in the next couple years, but only 10-15% get fully eliminated in the next five. A lot of roles are getting augmented, people using AI tools to work faster rather than being replaced outright. It’s still early, so the big wave of losses some CEOs are warning about hasn’t fully materialized yet. The real story so far is fewer new office jobs being created, especially at the entry level.

Patricia 🇺🇸

74,033 次观看 • 2 个月前

Alex Karp (Palantir CEO) at Davos 2026 drops a blunt reality check on AI & jobs: “Philosophy majors from elite schools? That one is going to be hard to market. It was always hard to market.” He argues the real winners will be vocational technicians, battery builders, hands-on operators — people who can be rapidly upskilled into irreplaceable roles. White-collar foundations built on university degrees? Shaken. Karp: “There will be more than enough jobs for the citizens of your nation, especially those with vocational training… These trends really do make it hard to imagine why we should have large-scale immigration unless you have a very specialized skill.” Larry Fink presses: Are we heading toward fewer white-collar jobs overall? Karp: Yes — but we need better ways to test real aptitude. Example: A former police officer with junior college now runs high-end global targeting for the U.S. Army via MAVEN. “Irreplaceable.” Watch the exchange. It’s raw. Your take: Is the university-to-white-collar pipeline overrated in the AI era? Or are vocational + aptitude-focused paths the future? Thoughts below.

Alex Karp (Palantir CEO) at Davos 2026 drops a blunt reality check on AI & jobs: “Philosophy majors from elite schools? That one is going to be hard to market. It was always hard to market.” He argues the real winners will be vocational technicians, battery builders, hands-on operators — people who can be rapidly upskilled into irreplaceable roles. White-collar foundations built on university degrees? Shaken. Karp: “There will be more than enough jobs for the citizens of your nation, especially those with vocational training… These trends really do make it hard to imagine why we should have large-scale immigration unless you have a very specialized skill.” Larry Fink presses: Are we heading toward fewer white-collar jobs overall? Karp: Yes — but we need better ways to test real aptitude. Example: A former police officer with junior college now runs high-end global targeting for the U.S. Army via MAVEN. “Irreplaceable.” Watch the exchange. It’s raw. Your take: Is the university-to-white-collar pipeline overrated in the AI era? Or are vocational + aptitude-focused paths the future? Thoughts below.

Camus

923,138 次观看 • 6 个月前

“We’re hearing from the AI architects themselves saying… that in 12 months to five years you’re looking at a wipeout of 50 percent of white-collar entry-level jobs… The future of jobs for young people is not gonna be just teaching them how to find jobs but how to create them.” Code Red author and Breitbart News media director Wynton Hall sounds the alarm—noting that AI experts predict we are approximately 1-5 years away from artificial intelligence wiping out nearly 50% of entry-level jobs. Watch The Matt Gaetz Show on YouTube TV Today!

“We’re hearing from the AI architects themselves saying… that in 12 months to five years you’re looking at a wipeout of 50 percent of white-collar entry-level jobs… The future of jobs for young people is not gonna be just teaching them how to find jobs but how to create them.” Code Red author and Breitbart News media director Wynton Hall sounds the alarm—noting that AI experts predict we are approximately 1-5 years away from artificial intelligence wiping out nearly 50% of entry-level jobs. Watch The Matt Gaetz Show on YouTube TV Today!

One America News

91,136 次观看 • 5 个月前

Justin Pearson on data centers: We are being asked to sacrifice our drinking water to cool computers whose main use case is to take our jobs. And we're talking about blue-collar jobs. We're talking about white-collar jobs. I know somebody who works in a bank whose job is actively being replaced by an AI bot. You're forced to train your own replacements. That's what we're living in. People with college degrees, people with no degrees—we're all getting got by artificial intelligence, robotics, and automation for the benefit of the billionaire class.

Justin Pearson on data centers: We are being asked to sacrifice our drinking water to cool computers whose main use case is to take our jobs. And we're talking about blue-collar jobs. We're talking about white-collar jobs. I know somebody who works in a bank whose job is actively being replaced by an AI bot. You're forced to train your own replacements. That's what we're living in. People with college degrees, people with no degrees—we're all getting got by artificial intelligence, robotics, and automation for the benefit of the billionaire class.

MeidasTouch

40,668 次观看 • 25 天前

This is Andrew Feldman, the Cerebras CEO, sizing the AI market the lazy way: one software engineer will burn $50,000 to $100,000 a year in AI tokens. There are 47 million of them. That's $5 trillion. Now do India. We have 5 million engineers. At his numbers, that's $250–500 billion a year in inference — and every rupee of it leaves the country, because we make neither the chips nor the models. India's whole crude oil bill is about $130 billion.

This is Andrew Feldman, the Cerebras CEO, sizing the AI market the lazy way: one software engineer will burn $50,000 to $100,000 a year in AI tokens. There are 47 million of them. That's $5 trillion. Now do India. We have 5 million engineers. At his numbers, that's $250–500 billion a year in inference — and every rupee of it leaves the country, because we make neither the chips nor the models. India's whole crude oil bill is about $130 billion.

Himanshu Sinha

41,332 次观看 • 2 个月前

The $10-$15 trillion total addressable market for AI, if it is successful, is actually "terrifying". - The famous "Dean of Valuation", Professor Aswath Damodaran, of NYU Stern School of Business. The reason: AI as a tool is a much smaller market; AI as a replacement for human-jobs is where the giant market story comes from. "The best-case scenario for AI, that $10 to $15 trillion market, will happen if ONLY it replaces people. If AI is a tool, it’s going to be a much smaller market than if AI replaces people. So, the stories we’re telling about $10, $20 or $25 trillion markets are actually terrifying stories for the rest of the world. Why? Because if that story comes true, half of all white-collar people are going to lose their jobs. And what are they going to do instead? Who’s going to come up with the income to buy the products and services? If AI works as well as it’s supposed to and replaces people, how do we deal with that as a society? Because people lose their jobs. Not only do you lose your income, you lose your life’s meaning.." ---- Video from "Excess Returns" podcast (full video in quoted tweet, also link to their YT in comment)

The $10-$15 trillion total addressable market for AI, if it is successful, is actually "terrifying". - The famous "Dean of Valuation", Professor Aswath Damodaran, of NYU Stern School of Business. The reason: AI as a tool is a much smaller market; AI as a replacement for human-jobs is where the giant market story comes from. "The best-case scenario for AI, that $10 to $15 trillion market, will happen if ONLY it replaces people. If AI is a tool, it’s going to be a much smaller market than if AI replaces people. So, the stories we’re telling about $10, $20 or $25 trillion markets are actually terrifying stories for the rest of the world. Why? Because if that story comes true, half of all white-collar people are going to lose their jobs. And what are they going to do instead? Who’s going to come up with the income to buy the products and services? If AI works as well as it’s supposed to and replaces people, how do we deal with that as a society? Because people lose their jobs. Not only do you lose your income, you lose your life’s meaning.." ---- Video from "Excess Returns" podcast (full video in quoted tweet, also link to their YT in comment)

Rohan Paul

120,739 次观看 • 1 个月前

Albanese is lying. Again. The facts are: 🔴These 30 electric trucks are being bought with a $20 million taxpayer gift straight to Labor’s billionaire mate and major donor, Lindsay Fox of Linfox. 🔴These are not “secure jobs” — they are fake, taxpayer-dependent jobs that only exist because of government handouts. 🔴This is not job creation — it’s job destruction. The $20 million ripped from taxpayers and handed to Linfox kills jobs and investment in other industries. The net result is fewer jobs, a weaker economy, and less wealth for Australians. 🔴Only 10 of the 30 trucks taxpayers are buying for Linfox are even assembled in Australia. The rest are fully imported, meaning the majority of the $20 million taxpayer gift is being shipped straight overseas. 🔴The “Made in Australia” claim is a joke. The battery, motor, and major components are all imported. It’s nothing more than final assembly here. This is creative accounting at best — straight-up deception at worst. The ACCC should be investigating this misleading claim immediately. 🔴These electric trucks are completely economically unviable. Subsidising losers with taxpayer money just to funnel millions to your big donors is a proven recipe for national decline. It doesn’t build wealth — it destroys it. 🔴If Albanese genuinely believes crony capitalism, corporate welfare, and donor kickbacks are the way to “strengthen” Australia, it’s no wonder living standards are collapsing under his watch. Australia deserves far better than a dishonest Prime Minister who repeatedly lies to the public while the country slides backwards. Enough is enough.

Albanese is lying. Again. The facts are: 🔴These 30 electric trucks are being bought with a $20 million taxpayer gift straight to Labor’s billionaire mate and major donor, Lindsay Fox of Linfox. 🔴These are not “secure jobs” — they are fake, taxpayer-dependent jobs that only exist because of government handouts. 🔴This is not job creation — it’s job destruction. The $20 million ripped from taxpayers and handed to Linfox kills jobs and investment in other industries. The net result is fewer jobs, a weaker economy, and less wealth for Australians. 🔴Only 10 of the 30 trucks taxpayers are buying for Linfox are even assembled in Australia. The rest are fully imported, meaning the majority of the $20 million taxpayer gift is being shipped straight overseas. 🔴The “Made in Australia” claim is a joke. The battery, motor, and major components are all imported. It’s nothing more than final assembly here. This is creative accounting at best — straight-up deception at worst. The ACCC should be investigating this misleading claim immediately. 🔴These electric trucks are completely economically unviable. Subsidising losers with taxpayer money just to funnel millions to your big donors is a proven recipe for national decline. It doesn’t build wealth — it destroys it. 🔴If Albanese genuinely believes crony capitalism, corporate welfare, and donor kickbacks are the way to “strengthen” Australia, it’s no wonder living standards are collapsing under his watch. Australia deserves far better than a dishonest Prime Minister who repeatedly lies to the public while the country slides backwards. Enough is enough.

Craig Kelly:🇦🇺Foundation for Economic Education

29,850 次观看 • 1 个月前

🚨BOMBSHELL! Border Czar Tom Homan, the one man who TRIGGERS leftists more than anyone but Trump just revealed how HISTORIC the numbers are. Host: "So far this year, more than TWO MILLION illegal aliens have been deported, nearly 600,000 CAPTURED within the United States and expelled, 1.6 MILLION voluntarily deported. What he said is going to send SHOCKWAVES to the Democrats who are doing EVERYTHING they can to keep these illegal aliens in America. "This is HISTORIC, the biggest deportation operation that we've EVER seen." This is what I voted for!

🚨BOMBSHELL! Border Czar Tom Homan, the one man who TRIGGERS leftists more than anyone but Trump just revealed how HISTORIC the numbers are. Host: "So far this year, more than TWO MILLION illegal aliens have been deported, nearly 600,000 CAPTURED within the United States and expelled, 1.6 MILLION voluntarily deported. What he said is going to send SHOCKWAVES to the Democrats who are doing EVERYTHING they can to keep these illegal aliens in America. "This is HISTORIC, the biggest deportation operation that we've EVER seen." This is what I voted for!

Gunther Eagleman™

456,329 次观看 • 9 个月前

This is a clear indicator of how hard the job market is in America right now It is statistically harder to get a job at Dutch Bros than it is to get into Harvard - Over 780,000 people applied for Dutch Bros jobs last year, they accepted just 2.4% of applicants - Harvard's acceptance rate was 4.2% Entry-level hiring is getting overwhelmed with competition due to displacement White-collar workers are losing their jobs, so now a 17 year old high school student is competing with people who have college degrees and work experience for entry-level jobs AI is a contributing factor

This is a clear indicator of how hard the job market is in America right now It is statistically harder to get a job at Dutch Bros than it is to get into Harvard - Over 780,000 people applied for Dutch Bros jobs last year, they accepted just 2.4% of applicants - Harvard's acceptance rate was 4.2% Entry-level hiring is getting overwhelmed with competition due to displacement White-collar workers are losing their jobs, so now a 17 year old high school student is competing with people who have college degrees and work experience for entry-level jobs AI is a contributing factor

Wall Street Apes

120,411 次观看 • 3 个月前