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Damodaran Examines How AI Capital Spending Distorts Financial Statements

Damodaran Examines How AI Capital Spending Distorts Financial Statements

Aswath Damodaran links to a blog post analyzing how trillions in AI capital expenditure affect book capital, earnings and cash flows across company financial statements. He argues the spending is distorting market valuation metrics.

Original post · 1 min read
As companies have invested trillions into AI cap ex, driven by the hope of riches, it is not just markets that have been roiled. I look at how the spending has percolated through financial statements distorting book capital, earnings and cash flows. aswathdamodaran.blogspot.com/2026/10/stock-pri…
aswathdamodaran.blogspot.comStock Prices, Earnings and Cashflows: The AI Effect plays through!A blog about markets, finance and all things money related.
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Musk Questions India's Delay in Granting Starlink License

Elon Musk says Starlink is licensed in more than 165 countries and has complied with Indian requirements for five years, asking why it still lacks a license. He suggests Mukesh Ambani has outsized influence over the government, quoting a post alleging crony capitalism.

Original post · 1 min read
Starlink is licensed in over 165 countries and has spent five years complying with every single law and requirement of the government of India, so why still no license?

Is Ambani the real boss of India?
Dr Aniruddha Malpani, MD @malpani
The government is more interested in protecting the interests of crony capitalists than of citizens twitter.com/TheBigGeek/status/2108062331095908…
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Uber Partners With Adani Airports on AI and Autonomous Vehicles

Uber Partners With Adani Airports on AI and Autonomous Vehicles

Uber CEO Dara Khosrowshahi says he hosted Adani Group leaders Gautam and Jeet Adani at Uber. He notes Uber's partnership with seven Adani airports, including Navi Mumbai, and says the parties discussed AI, autonomous vehicles and the airport experience in India.

Original post · 1 min read
Great to host @gautam_adani, @jeet_adani1 from @AdaniOnline at @Uber. We’re partnered at 7 Adani airports, incl Navi Mumbai, that handle a quarter of India's air traffic. We talked about what’s next: AI, AVs + an even better airport experience for travelers across India, one of the world’s most exciting markets.
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Vishal Misra Examines India's Open Internet and Jio's Role

Vishal Misra argues that India has some of the world's cheapest mobile data and near-universal 4G coverage, crediting Jio, and that India chose the whole internet over a walled garden. He links to a Medium essay drawing on Dr. RS Sharma's account of the Free Basics decision.

Original post · 1 min read
India has some of the world’s cheapest mobile data, impressive bandwidth and near-universal 4G (~99.1% population) coverage. “Prime Minister Ambani” and Jio helped make it happen. But the real story is India chose the whole internet, not a walled garden.

medium.com/@vishalmisra/india-chose-the-whole-…
medium.comIndia chose the whole InternetIndia chose the whole Internet Dr. RS Sharma, who chaired the Telecom Regulatory Authority of India from August 2015 to September 2020, has published his accoun
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Indian Stock Market Adds ₹18 Lakh Crore in Single Day

Indian Stock Market Adds ₹18 Lakh Crore in Single Day

Patterns reports that the Indian stock market added ₹18 lakh crore in a single day, its biggest one-day gain in at least five years. The post includes a photo.

Original post · 1 min read
BREAKING: 🇮🇳 Indian stock market adds ₹18 lakh crore Today

Biggest single-day gain in at least 5 years
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Indian Stocks Surge After H-1B Announcement, IT Firms Lead

Indian Stocks Surge After H-1B Announcement, IT Firms Lead

JM US argues that the Indian stock market gained close to $200 billion after the H-1B announcement, with most gains in Indian IT firms. He contends restricting H-1B visas benefits India and that talent shortages push American firms to offshore work.

Original post · 1 min read
Indian stock market added close to $200 billion dollars today after the H1B announcement. Most gains came from Indian IT firms.

Here's what MAGA doesn't understand;
H1B = America wins. No H1B = India wins.

The US economy is so massive that the 70,000 American citizens that graduate in IT each year are not enough to support the booming IT sector and the talent required to win the AI race against China.

If American tech companies can't hire talent in the US, they off shore it. Because there simply isn't enough talent. Nothing to do with Americans being "dumb". Americans are some of the smartest people in the world. It's everything to do with how massive the economy is.

What America loses with no H1B is an individual living in the US and paying taxes. Now employees hired in India will pay taxes in India.
Patterns @Patterns0001
BREAKING: 🇮🇳 Indian stock market adds ₹18 lakh crore Today

Biggest single-day gain in at least 5 years
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Vance Accuses Microsoft of Abusing H-1B and PERM System

Vance Accuses Microsoft of Abusing H-1B and PERM System▶

Rapid Response 47 posts a video of Vice President Vance calling Microsoft the biggest abuser of the H-1B system. The post says Microsoft laid off 6,000 US workers in 2025 while receiving more than 6,000 H-1B approvals and filing 3,682 PERM applications.

Original post · 1 min read
.@VP: "There has been no company in the United States, unfortunately, that has abused this system more than Microsoft."

Microsoft laid off 6,000 American workers in 2025 after certifying that it could not find qualified American employees — yet the company was approved for more than 6,000 H-1Bs and filed 3,682 PERM applications, including nearly 1,000 applications for the same positions as the laid off American workers.
Rapid Response 47 @RapidResponse47
.@VP: "The H1-B visa program is meant to allow companies to bring in really the best of the best from outside the United States of America for positions that are completely impossible to fill with American workers. Unfortunately, the program has become rife with fraud."
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Labor Department Suspends Six IT Firms and Microsoft, Adobe From Program

Labor Department Suspends Six IT Firms and Microsoft, Adobe From Program▶

Rapid Response 47 posts a video of Labor official Sonderling announcing suspensions of Cognizant, Infosys, Tata, Wipro, HCL, Capgemini, Microsoft and Adobe from the Permanent Labor Certification Program. The suspensions cite active federal investigations.

Original post · 1 min read
.@Sonderling47: "I am hereby suspending from the Permanent Labor Certification Program some of the largest IT outsourcing firms in the world — Cognizant, Infosys, Tata, Wipro, HCL, and Capgemini — and also, due to multiple active federal investigations, @USDOL is suspending Microsoft and Adobe from the program."
Rapid Response 47 @RapidResponse47
.@VP: "There has been no company in the United States, unfortunately, that has abused this system more than Microsoft."

Microsoft laid off 6,000 American workers in 2025 after certifying that it could not find qualified American employees — yet the company was approved for more than 6,000 H-1Bs and filed 3,682 PERM applications, including nearly 1,000 applications for the same positions as the laid off American workers.
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Microsoft and NVIDIA Announce Partnership for Next Chapter of Windows

Microsoft and NVIDIA Announce Partnership for Next Chapter of Windows▶

Satya Nadella announces a partnership with NVIDIA to start a new chapter for Windows, thanking Jensen Huang and Sriram Krishnan for joining the announcement in an attached video.

Original post · 1 min read
Great to partner with NVIDIA as we kick off this next chapter for Windows.

Thank you @JensenHuang and @sriramk for joining us today!
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Nationalcompute Offers Subsidized GPU Nodes to .edu and .gov Users

Nationalcompute Offers Subsidized GPU Nodes to .edu and .gov Users

Antonio Alonso-Stepanov reports that researchers with .edu, .gov or .mil emails can access 8x B300 nodes at $4 per GPU-hour, below on-demand prices elsewhere. He says the nodes are sourced through nationalcompute.com and booked via an AI agent, as announced by Anjney Midha.

Original post · 1 min read
if you have a .edu, .gov or .mil email you can now get a full 8x B300 node for $4/GPU-hour. nebius charges $9.50 on demand and a lot of clouds are sold out

AMD MI355X nodes are $3 and the wait right now is under a minute

you just ask marshall, their AI agent, and it finds you a node

this is a major public good for researchers who've been priced out of frontier compute

thank you @AnjneyMidha
Anjney Midha @AnjneyMidha
hundreds of MI355x and B300 nodes

now live on nationalcompute.com

subsidized for all .edu and .govs

it’s time to scale the frontier ecosystem

for the public benefit
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Labor Department Suspends Major IT Firms and Microsoft From PERM Program

Labor Department Suspends Major IT Firms and Microsoft From PERM Program

Daniel Di Martino comments on a Department of Labor announcement suspending Cognizant, Infosys, Tata, Wipro, HCL, Capgemini, Microsoft and Adobe from the Permanent Labor Certification Program. He says the Microsoft inclusion is puzzling.

Original post · 1 min read
Now these are the bad actors as you can see. Microsoft inclusion however is bafling.
Rapid Response 47 @RapidResponse47
.@Sonderling47: "I am hereby suspending from the Permanent Labor Certification Program some of the largest IT outsourcing firms in the world — Cognizant, Infosys, Tata, Wipro, HCL, and Capgemini — and also, due to multiple active federal investigations, @USDOL is suspending Microsoft and Adobe from the program."
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Michael Burry Warns Circular AI Financing Among Eight Firms Could Unravel

Michael Burry Warns Circular AI Financing Among Eight Firms Could Unravel

A tracker account relays Michael Burry's view that $573 billion in AI financing over the past year runs through eight companies that lend to, guarantee and buy from one another. Burry compares the setup to the 2000 telecom fiber bust and warns guarantees could be called if AI revenue disappoints.

Original post · 1 min read
Breaking: Michael Burry says the AI boom is running on one giant loop and time is running out

Here's his breakdown:

1. Burry shared a report from Wall Street lender Ares tracking $573B of AI financing from the last 12 months

2. All of it runs through just 8 companies: Meta, Oracle, Microsoft, Amazon, OpenAI, Anthropic, Broadcom and Nvidia

3. They lend to each other, guarantee each other's debt and buy from each other, so one company's loan is backed by another company's promise to keep spending

4. Every deal depends on one thing: AI spending never slowing down

5. If AI revenue disappoints for even one season, the guarantees could all get called at once, right when the companies backing them are at their weakest

6. Burry says it's the same circular financing that turned the 2000 telecom fiber boom into a bust

Burry claims the stock market in the first stage of grief and the crash is soon
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Mercor Pays Workers $20 an Hour to Watch Cricket and Train AI

Mercor Pays Workers $20 an Hour to Watch Cricket and Train AI

Keshav Lohia highlights Mercor offering $20 per hour to watch Indian cricket matches to help train AI models. The post is a brief, promotional take with an attached photo.

Original post · 1 min read
Mercor is paying $20/hour to watch Indian cricket matches and help train AI models.

This might be the coolest way to make easy money.
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Navy Pays Anduril $2.9 Billion as U.S. Submarine Capacity Lags

The post argues the Navy turned to Anduril because only two U.S. yards build nuclear submarines and deliver far below the required rate, with China's shipbuilding capacity vastly larger. Anduril is investing $3.7 billion in a new Sparrows Point shipyard, Arsenal-2, with operations planned for 2030.

Original post · 1 min read
The US Navy just paid $2.9 billion to a company that has never built a submarine. Here's why they had no choice.

America has exactly two shipyards that can build nuclear subs. Electric Boat in Connecticut. Newport News in Virginia. The Navy needs two Virginia-class boats a year from them. They deliver 1.1.

Then it gets worse. Under AUKUS, America promised to sell Australia 3 to 5 Virginia-class submarines starting in the early 2030s. We signed a deal to export a product we can't build fast enough for our own fleet.

And the number behind all of it comes from the Navy's own intelligence office. China's shipbuilding capacity sits around 23 million tons a year. America's is about 100,000 tons. 230 times larger. One Chinese shipbuilder, CSSC, built more commercial tonnage in a single year than every American yard combined has built since World War II.

Both incumbent sub yards carry backlogs stretching past 2040, and the supplier base behind them shrank by thousands of companies after the Cold War. You cannot order your way out of that. There was physically no third option to call.

So the Navy invented one. Anduril adds $3.7 billion of its own money, breaks ground on the bones of Bethlehem Steel at Sparrows Point, once the largest steelworks on earth, shuttered in 2012, the yard complex that fed the fleet that won WWII. Hiring starts in 2029. Operations in 2030.

Four years from announcement to first output, and in American shipbuilding that counts as a sprint.
Anduril Industries @anduriltech
Anduril is investing $3.7B into Arsenal-2.
The next great American Shipyard.
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a16z Argues AI Is Reshaping the CFO Role and Finance Teams

a16z contends that AI has removed data-access bottlenecks, shifting the CFO from scorekeeper toward builder of the operating system the company runs on. It highlights AI-native finance tools in its portfolio and the emergence of the finance engineer.

“The last generation of software helped finance professionals manage the work. This generation does the work itself.”— Seema Amble

a16z Argues Flexible Data Centers Could Bypass Texas Grid Queue

a16z Argues Flexible Data Centers Could Bypass Texas Grid Queue

a16z's Ryan McEntush argues that data centers agreeing to curtail power during peak hours can connect to congested grids sooner. He cites Texas's queue growing to 474 GW, about 90% of it data centers, and estimates 100 GW of flexible capacity could be added without new plants.

Original post · 1 min read
Left: Texas's grid only maxes out about 200 hours a year, roughly 2% of the time.

Right: New data centers that agree to cut back during peak hours can skip the wait for more capacity. US grids could add 100 GW of them without building a single new plant.

a16z's @rmcentush on how flexible data centers get onto the grid sooner: a16z.news/p/why-texas-is-making-data-centers
Ryan McEntush @rmcentush
Why Texas Is Making Data Centers Wait — At the end of 2024, Texas’ grid operator had 63 GW of large new customers in its queue. By this June, that figure reached 474 GW, more than five times record peak demand, about 90% of it data centers.
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Micron Sees Humanoid Robots Driving Major Memory Demand

Tanay Jaipuria reports that Micron expects humanoid robots to require memory and storage comparable to Level 4 autonomous vehicles, including over 200GB of DRAM and terabytes of NAND. Micron's CEO believes physical AI could become a significant memory demand driver by decade's end.

Original post · 1 min read
Micron expects humanoid robots to need memory and storage comparable to Level 4 AVs: 200GB+ of DRAM and terabytes of NAND

Micron CEO believes "Physical AI can become a significant driver of memory and storage demand by the end of this decade."
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Levelsio Maps Government-Owned Hotels Behind Major Chains in New Filter

Levelsio Maps Government-Owned Hotels Behind Major Chains in New Filter

Developer Levelsio reports that many hotels are owned by governments, including Shanghai's municipality via Jin Jiang International's 539 hotels, and says he added a government-owned filter to his hotel-ownership site.

Original post · 1 min read
TIL a crazy number of hotels is owned not by public stock holders, not by private owners, not even by private equity funds, but by governments!

You don't see this easily, because you have to dig quite deep (or well dig upward actually) and they cover it up in lots of constructions

Like this hotel in Paris "Le Ballu", sounds French? Yes and it's owned by Hotels & Preference, which on paper is a French international hotel chain

Hotels & Preference itself is owned by the Louvre Hotels Group, sounds French too? Yes

But Louvre Hotels Group is owned by Jin Jiang International, that doesn't sound so French anymore? So it must be a Chinese company? Right?

No! It's the municipality of Shanghai!?

Yes the the local council of Shanghai somehow owns 539 hotels around the world including Raddison, Park Plaza, Vienna House, Golden Tulip, Campanile, Kyriad etc.

Other big government owners are the government of Dubai, Brunei and Qatar

So I added a filter [ Government-owned hotels ] and every hotel page shows the TRUE owner of a hotel, not just the chain!
@levelsio @levelsio
Also one more filter for today:

🔲 Public company
☑️ Privately owned
🔲 Government owned

I love ETFs as much as the next guy but they do put a pressure on stocks to grow by 10%/year or more

Hotels have a hard time doing that, so how do you grow? You cut costs and big hotel chains have been doing that in the name of DEI and ESG and wokeness a lot. Locking down ACs, no daily cleaning, cutting corners, etc. it all saves money

Those cost savings mean higer profit margins mean growth!

Great as an ETF or stock holder, terrible as a hotel guest

So you can now filter on privately owned

One of t…
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Matthew Berman Says Tesla Powershare Extends Home Backup Power

Commentator Matthew Berman praises Tesla's Full Self-Driving for his 83-year-old father's independence and says Powershare Home Backup, now available for new Model 3 and Model Y with Powerwall 3, can extend whole-home backup by over two days using a vehicle.

Original post · 1 min read
People don't understand how big a deal this is.

Tesla FSD already turns a car into autonomous transportation. It's one of the most impressive products I've ever used. My 83-year-old father told me he didn't think he'd be able to drive much longer. Then he got Tesla FSD and can maintain independence.

Now your Tesla can also back up your house.

The biggest drawback of battery backup vs. a gas generator has always been limited capacity. This largely solves it.

If your Powerwall runs out after two days, drive to a Supercharger, charge for 30 minutes, come home, and you've got roughly another two days of whole-home backup.
Tesla Energy @teslaenergy
Powershare Home Backup is now available for new Model 3 & Model Y with Powerwall 3

Extend your home backup by over 2 days with your vehicle
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Amanda Orson Recounts Sam Zell's Fixed-Rate Debt Strategy in Inflation

Amanda Orson Recounts Sam Zell's Fixed-Rate Debt Strategy in Inflation

Amanda Orson compares Trammel Crow and Sam Zell's real estate strategies through the 1970s rising-rate environment, quoting Zell on accumulating assets with cheap fixed-rate debt during inflation.

Original post · 1 min read
"We realized that if we could accumulate assets – particularly in an inflationary time – with cheap fixed rate debt, it was hard not to make a fortune."

- Sam Zell
Amanda Orson @amandaorson
Most of us weren't alive during the last rising-interest-rate environment in the 70s but let's rewind through the lens of two different investors:

Trammel Crow and Sam Zell

Crow pioneered warehouse development and was doing both lots of projects and some BIG projects (Embarcadero in SF, Peachtree in Atlanta). He had a decentralized partnership model. By the end of 1974 (inflation peaked around 12%) his annual cashflow was -$25M and he had hundreds of partnerships and $400M in short-term debt, of which $151M was PGed. (🤢)

By 1972, Zell not only had stopped his own apartment acquisitions (th…
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Analyst Says GLP-1 Drugs Are Reshaping Consumer Packaged Goods

Bill D'Alessandro argues that GLP-1 weight-loss drugs are disrupting every category of consumer packaged goods, from snacks to supplements. He advises investors in consumer stocks to try the drugs themselves to understand the shift.

Original post · 1 min read
GLP-1s are shaking the foundations of CPG, every single category is up for grabs

Snacks, drinks, bars, cookies, crackers, meals, supplements, pick the category

Honestly - if you are investing in consumer and haven't tried a GLP-1 yourself, you don't really get it yet
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