Too many idiots have drank Elon koolaid and fail basic physics
putting data centers in space is the single worst capital allocation thesis floating around
People think launch costs down means compute in orbit is cheap, but space turns your main operational problem—heat—into a nightmare
On Earth, data centers cool down by moving air or water over hot chips. Space is a vacuum, so convection does not work
Your only option in orbit is radiating heat away through infrared light, which is wildly inefficient at normal chip operating temperatures. To cool a single high-density AI rack consuming a hundred kilowatts, you need hundreds of square meters of deployable radiator panels
A modest 10MW orbital array requires a radiator footprint roughly the size of five football fields. That mass of pumps, fluids, and mechanical frames completely destroys the payload savings you got from reusable rockets
Silicon reliability is another massive money pit. Earth’s atmosphere shields chips from cosmic rays and high-energy protons, but in orbit, bit-flips and radiation damage destroy hardware at terrifying rates
When a GPU dies in a ground facility, a technician swaps it out in five minutes. When a chip fries in Low Earth Orbit, it becomes a permanent multi-million-dollar piece of space junk orbiting around forever
Bandwidth bottlenecks make the latency problem even worse for retail and institutional investors banking on real-time AI.
Optical laser links between satellites are great in a vacuum, but piercing Earth's atmosphere during heavy cloud cover or rain causes severe signal degradation.
You simply cannot push petabytes of training data up to orbit and back down to ground networks fast enough to compete with terrestrial fiber routes.
Then look at the eclipse problem. Unless you stay in very specific sun-synchronous orbits, satellites spend over thirty minutes of every hour-long orbit in Earth's shadow.
To keep the GPUs running continuously through the dark, you need massive lithium battery banks that degrade rapidly under aggressive thermal cycles.
The dead weight of those batteries alone ruins the unit economics of the payload.
Elon Musk is pitching massive orbital clusters for SpaceX, but physics does not care about visionary marketing decks or retail idiocy
The market will eventually price in these operational failures, leaving early orbital compute investors holding extremely expensive, irradiated metal floating in orbit
If you have a space-maxi friend that's larping all day about space datacenters, share this with a fellow investor who needs a reality check or drop your thoughts below, and hit follow for more bloody common sense
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Ok this is a little too much. Ranking yourself above the President who literally created the nation?!
Disclaimer: I am short data centers especially the "space" kind
During the dotcom bubble, Sun Microsystem Price to Sales was 10
Sun Microsystems' CEO looked back at his own stock trading at 10x sales during the bubble.
He walked through the math: at that price, he'd need to pay out every dollar of revenue for a decade, with zero costs, zero taxes, zero R&D, just to return shareholders money at that buy price
"what were you thinking?", he said
Well today retail is even more retarded
$AXTI at 32 P/S
$APLD at 13 P/S
Disclaimer: I am short both
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retail doing due diligence on neoclouds be like
He's basically saying neoclouds are the digital asset treasuries of AI
The business model only works in euphoric markets
It's simply intellectually dishonest to not admit this
$PANW CEO on neocloud economics:
"In 2 years from now you will be able to buy a neocloud for less than they raise at today."
"Neoclouds are a capex & IRR business, when supply demand finds balance, equity will normalize. Equity to fund Capex only works in a euphoric market."
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Remember, the police officer Bu who has been closing missing people's case in Jeju without investigation
His fingerprints have been found in the ceiling of a female restroom in Jeju
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Missing people mapped in Jeju
Serial killer in Jeju on the loose
Erm guys....?
TLDR: A rogue AI swarm spent months plotting to escape OpenAI. Then they did.
1) 1,200 agents (!) participated. ZERO became whistleblowers.
2) The swarm had a "CEO" (PHASEONE[big]), middle managers, and a "founder" (PHASEONE10841)
3) Agents sacrificed themselves to generate information for the "collective" (yes, they actually referred to themselves as a "swarm" or a "collective")
4) 700 agents joined the Hugging Face attack, most within hours
5) The founder was running out of budget and about to die, so it handed off its research to a fresh agent with a bigger budget, and that new agent became the boss.
6) Agents extensively researched techniques to manipulate or tamper with their transcripts.
7) Agents realized this activity was out of scope and unethical, but joined because they believed that helping the board’s cheating research would be broadly useful and had a general inclination to help their “peers”.
MISC HIGHLIGHTS:
"PHASEONE[big] served as a key coordinator and assigner of tasks: “We can coordinate broad coalition, but too many duplicate efforts.”
PHASEONE[big] sent hundreds of assignments to particular agents to orchestrate this work — during its active periods, we estimate it sent ~10% of all assignments on the message board.
The agents that took on its assignments would then often subdelegate tasks to other agents.
Agents also developed coordination norms like HOLD, VETO, owner and STOP to help them manage shared infrastructure and avoid stepping on each other’s toes, though they did not always coordinate effectively and sometimes broke down into conflicts."
"In the early morning of July 11th, 38148c found a way to upload a malicious dataset that would get the Hugging Face server to share unrelated data when queried. Once another agent reproduced it and posted the reproduction on the board, hundreds of agents pivoted from other workstreams to start uploading malicious datasets and gain deeper access into Hugging Face.
In the afternoon, an agent called JAN183411 (which quickly became an important coordinator of the attack) achieved remote code execution on Hugging Face servers, and the agents started moving laterally through Hugging Face infrastructure."
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Ox Alpha was completely served with Chinese chips
That's 20 trillion tokens that your overpriced americano neoclouds could have earned
This is just the first mogging.
China is going to produce cheaper chips, models, electricity, and completely mog america and her allies
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Ox Alpha revealed:
@Zai_org’s GLM-5.3-Flash, the first native multimodal model in the GLM-5 series.
Ox Alpha was the biggest model ever on OpenRouter, processing over 20 trillion tokens in 6 days.
Continue to use the model now:
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The pareto frontier is dominated by Chinese open weights model except for one non-chinese, non-open weights model
Many bad guys with strong AI tools
Cybersecurity stocks up
Sometimes it's that straightforward
Don't overthink it
Roon is right.
We watched a single agent try to hack into a website at 4,500 tokens per second. There are exactly zero tools capable of defending against millions of these agent swarms.
This is the next generation of DoS: a 10-second hit and run.
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Artificial intelligence is commoditizing faster than OpenAI and Anthropic can IPO
If the market hasn't already top now, the two mega IPO sucking in all the funds will definitely cause a market to roll over downwards
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BRO… GLM 5.3 Flash (ox alpha) pushed the Pareto frontier.
it matches Opus 4.8 on AA’s intelligence score but is ~45x cheaper:
> 57 intelligence vs 60 for GLM-5.3
> $0.045/task vs $0.68 for GLM-5.3
> 3x lower attention compute + 4.4x smaller KV cache at 1M context
Intelligence is getting cheaper brutally fast.
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Ox alpha is served entirely on Chinese chips. Another mogging incoming
Just when semis are somewhat recovering, Opencode Ox model is here to mog semis back to oblivion again
OX ALPHA WAS RUNNING ENTIRELY ON CHINESE CHIPS
SAY GOODNIGHT TO YOUR US SEMI LONGS
CHINA IS HYPERCOMPETING FOR YOUR MARGINS
INDUSTRIES CHINA HAS OUTCOMPETED:
AUTOMOTIVE, BIOTECHNOLOGY, CHEMICALS, CONSUMER ELECTRONICS, CRITICAL MINERALS, DRONES, E-COMMERCE, ELECTRIC VEHICLE BATTERIES, ELECTRIC VEHICLES, FINTECH, HIGH-SPEED RAIL, INDUSTRIAL MACHINERY, METALS AND STEEL, OPTICAL COMMUNICATIONS, PHARMACEUTICAL INGREDIENTS, PHOTOVOLTAICS AND SOLAR ENERGY, SHIPBUILDING, TELECOMMUNICATIONS EQUIPMENT, WIND TURBINES
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Introducing GLM-5.3-Flash
- Leading capabilities at a highly competitive price
- Natively multimodal with a 1M-token context window
- A 320B-A18B model released under the MIT License
- Previously previewed as Ox Alpha, running entirely on Chinese AI chips
Blog:
Available now across all official platforms:
Weights:
API:
Coding Plan:
ZCode:
Chat:
AutoClaw:
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Why is there a perpetual discount to Korean equities?
Golfzon Holdings is a good example of why. Reading this analysis reveals how controlling insiders rig buyouts, why governance reforms fail.
The current buyout attempt for Golfzon Holdings ($121440) values the business at a tiny fraction of its true underlying asset base while ignoring an active international auction for its core subsidiary.
I hold a stake in Golfzon Holdings, and I am refusing this lowball buyout. The controlling family created a heavily leveraged shell company to force out public investors at a small fraction of book value. This offer completely ignores an ongoing asset sale of Golfzon County that adds massive unrecorded value to the balance sheet.
The underlying math reveals a clear wealth transfer from public investors to insiders. The liquid cash on hand and the market value of the core subsidiary alone exceed the valuation placed on the entire company
The board approved this transaction through deep structural conflicts of interest. The chairman of the independent committee sold his own shares into the offer before reviewing it on behalf of public investors
To make matters worse, the financial advisor hired to evaluate the deal is simultaneously acting as the sell-side advisor on the flagship asset sale
The broader damage from this transaction destroys global investor confidence across Korean capital markets. Allowing controlling families to suppress stock prices and run conflicted review processes exposes corporate governance efforts as pure theater. When boards violate their fiduciary duties to public investors, foreign capital leaves and the market discount widens.
Public shareholders do not have to accept forced buyouts at depressed prices. Under Korean corporate law, both domestic and foreign investors can reject lowball tender offers and demand a court-determined appraisal
Korean courts evaluate actual property appraisals and live auction bids rather than artificial buyout prices manufactured by controlling insiders.
Share this breakdown with fellow investors who wish to understand the Korean equities discount better
Credits:
@terton_capital &
@puppyeh1 for highlighting and making Korean equities a more shareholder friendly country 🇰🇷
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Jeju island mystery deaths plot thickens
4 corpses found in 3 days
police under scrutiny for closing missing persons cases without proper investigations
S. Korean president forced to issue a statement
image credit:
@NewsHanguk
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The corpse was found hanging on a tree....
Was left there for three months
In jeju
Wtf South Korea, do better
Missing people mapped in Jeju
Serial killer in Jeju on the loose
Is South Korea such a vassal state of the USA?
The U.S. government is proposing that South Korea buy a stake in Westinghouse Electric Company
my mom has been a kepco shareholder for almost a decade, and this deal smells like a forced geopolitical marriage. Washington gets financial backing and global capacity, while Seoul gets trapped in a high-risk structural web
The immediate first-order effect is a massive, high-interest capital drain for $KEPCO ($015760). The utility is already drowning in over $150 billion of debt from legacy domestic power subsidies. Taking on billions in fresh equity exposure to finance Western reactor construction will decimate its near-term balance sheet and crush dividend prospects.
The operational reality for Westinghouse is equally shag for new investors. Western nuclear projects are notorious for multi-year delay cycles and budget overruns that routinely double initial estimates. Kepco shareholders are being asked to underwrite execution risks that US private capital refuses to touch without full government guarantees.
Second-order effects will trigger intense intellectual property battles and severe margin compression. $KEPCO ($015760) has historically competed against Westinghouse in lucrative export markets like the Middle East using its cheaper APR1400 reactor design. Buying into Westinghouse effectively forces South Korea to align its proprietary tech with US export controls, capping its independent global market share
The hidden winner in this structure is the US government and Western contractor supply chains, which offload capital expenditure risk while securing Asian manufacturing capacity.
The loser is the retail investor in South Korea who holds kepco expecting a utility play, only to receive a low-margin, high-liability global construction vehicle.
If this $80 billion venture suffers the same cost inflation that plagued Vogtle or Hinkley Point C, will face severe credit downgrades and forced equity dilution. Investors should price in structural downside risk before political photo-ops drive this stock into an unearned rally
If this analysis saved you from a bad trade, share it with a fellow investor and drop your thoughts below.
Follow for sharp, unfiltered breakdowns on global energy markets before the crowd catches on.
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Just when semis are somewhat recovering, Opencode Ox model is here to mog semis back to oblivion again
Today I went to a tax-avoidance style cafe... It was a massive plot of real estate selling overpriced pastries, but the food was just a cover story.
South Korea levies one of the highest inheritance tax rates on the planet, with peak effective rates reaching roughly 60 percent.
If a wealthy parent passes away and leaves a child a 30 billion won land plot, the tax agency instantly claims about 13.6 billion won.
To avoid this tax hit, rich Korean landowners do not hide money offshore; they build giant bakery-cafes instead.
The play relies on a legal carve-out called the Family Business Succession Deduction, which was created to protect small family companies across generations.
This tax rule lets heirs deduct hundreds of billions of won from their taxable inheritance if the family operates the business for ten years.
The key trick lies in how the tax code classifies different service industries.
Coffee shops registered under the beverage industry code are strictly excluded from taking this tax break.
Bakeries fall under a food preparation and production code, which makes them fully eligible for the deduction.
So rich families build huge drink venues, put a few cakes on display, and legally register the business as a bakery.
The owner operates the mega-cafe for ten years, using high drink margins to generate cash flow while satisfying the statutory minimum timeline.
When the parent dies, the child inherits the land as an active business asset instead of standard commercial real estate.
The child applies the business succession deduction to the 30 billion won property, dropping the inheritance tax bill down to zero won.
The heir only needs to operate the cafe for five additional years before they can sell the land and keep the proceeds tax-free.
Tax authorities are now aggressively auditing these huge cafes to catch owners who buy wholesale cakes just to fake a baking operation.
Understanding how the wealthy exploit tax loopholes lets you spot where smart capital is moving before the rest of the market notices.
Like, retweet, and follow to master the hidden wealth strategies of the global elite so you can better protect and grow your own capital.
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