🚨 A developer built an AI engine that simulates thousands of people to predict the future.
It's called MiroFish.
You upload a news article, policy draft, or financial report and it spins up a full parallel digital world with thousands of AI agents that have independent personalities, long-term memory, and behavior logic.
Then you watch society evolve and get a full prediction report.
100% Opensource.
github.com/666ghj/MiroFish
It's called MiroFish.
You upload a news article, policy draft, or financial report and it spins up a full parallel digital world with thousands of AI agents that have independent personalities, long-term memory, and behavior logic.
Then you watch society evolve and get a full prediction report.
100% Opensource.
github.com/666ghj/MiroFish
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YOU CAN NOW GIVE YOUR CLAUDE CODE INFINITE MEMORY FOR FREE
- Up to 95% fewer tokens per session.
- 20× more tool calls before context limits.
- 100% open-source.
github.com/thedotmack/claude-mem
- Up to 95% fewer tokens per session.
- 20× more tool calls before context limits.
- 100% open-source.
github.com/thedotmack/claude-mem
🇨🇭 Global One SI - Prompt
Florida man sold his house in 5 days using chatgpt without real estate agents > Asked AI for pricing. > Marketing. > Best listing day > Contract drafting. Bro easily got 5 offers in 72 hours. - Also saved 3% commission. Real estate agents are cooked 😭😭😭
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THE FUTURE OF REAL ESTATE
POWERED BY AI
POWERED BY AI
Forwarded from 🛢WTI, Brent Crude Oil, NGAS Trading 📊
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🇺🇸🇮🇷 Oil companies are printing money thanks to the Iran war!
They could make over $60 billion in extra profit this year
Whenever you're trying to understand anything, always follow the money and you'll get your answer
They could make over $60 billion in extra profit this year
Whenever you're trying to understand anything, always follow the money and you'll get your answer
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President Trump: “For them it’s a war, for us it turned out to be easier than we thought.” 🇺🇸
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Small Machines, Massive Power: The Future of #Robotic Swarms
🇨🇭 Global One SI - Prompt
Get ready to lose your job. Andrej Karpathy co-founded OpenAI and ran Tesla's AI… now he downloaded and mapped every job in America by AI exposure… The results are not what you'd expect. $100K+ earners are the MOST exposed at 67% <$35K earners are the…
Andrej Karpathy just mapped every job in the US economy by AI exposure. 342 occupations scored 0-10. The results are brutal for anyone who works on a screen.
Here's what the data shows:
1. 42% of all US jobs score 7 or higher for AI exposure. That's 59.9 million jobs. $3.7 trillion in annual wages sitting in the blast radius.
2. Software developers score 8-9. Financial analysts, accountants, management consultants, bookkeepers, customer service reps. All deep red. If your output is text, code, or spreadsheets, you're competing with something that doesn't sleep.
3. The safest jobs? Roofers. Plumbers. Electricians. Construction laborers. Nurses. Truck drivers. The jobs that require hands, not keyboards. All scored 0-3.
4. The weighted average across ALL 143 million US jobs is 4.9 out of 10. The entire economy is halfway exposed. Not a sector. Not an industry. The whole thing.
5. Education doesn't protect you. Bachelor's and master's degree holders are MORE exposed than trade certificate holders. The more your job is "thinking work" done on a computer, the higher your score.
Everyone spent 20 years telling kids to skip the trades and get a desk job. The desk job is what's getting automated first.
Here's what the data shows:
1. 42% of all US jobs score 7 or higher for AI exposure. That's 59.9 million jobs. $3.7 trillion in annual wages sitting in the blast radius.
2. Software developers score 8-9. Financial analysts, accountants, management consultants, bookkeepers, customer service reps. All deep red. If your output is text, code, or spreadsheets, you're competing with something that doesn't sleep.
3. The safest jobs? Roofers. Plumbers. Electricians. Construction laborers. Nurses. Truck drivers. The jobs that require hands, not keyboards. All scored 0-3.
4. The weighted average across ALL 143 million US jobs is 4.9 out of 10. The entire economy is halfway exposed. Not a sector. Not an industry. The whole thing.
5. Education doesn't protect you. Bachelor's and master's degree holders are MORE exposed than trade certificate holders. The more your job is "thinking work" done on a computer, the higher your score.
Everyone spent 20 years telling kids to skip the trades and get a desk job. The desk job is what's getting automated first.
👀1
Power used to be measured in tanks, troops, and territory.
Not anymore.
Power in the 21st century is measured in five pillars:
1. AI & Software — the command layer
2. Autonomous Defense — the battlefield layer
3. Energy Security — the foundation layer
4. Critical Resources — the supply layer
5. Manufacturing — the production layer
Control all five and you dominate.
Control one and you become a dependency.
Control none and you become irrelevant.
This is the new global power map.
The US leads in AI and defence tech but its currency is declining and its debt is $36 trillion.
China leads in manufacturing and controls 90% of rare earth processing but depends on imported energy.
Europe has advanced manufacturing and aerospace but lacks energy independence and mineral supply chains.
The Middle East controls energy but has limited technology and industrial capacity.
Africa holds the critical minerals the world needs but lacks the infrastructure to extract and process them.
No single nation controls all five pillars. That is what makes this era so unstable — and so full of opportunity.
The old paradigm:
Territory. Population. Military size. Nuclear deterrence.
The new paradigm:
AI leadership. Autonomous systems. Mineral supply chains. Energy infrastructure. Industrial scale.
The unit of power has shifted from the platform to the stack.
The companies and nations building across multiple pillars will define the next era.
Global defence spending: $2.72 trillion. Record.
NATO target: 5% of GDP.
Copper at all-time highs. Silver in its 6th year of deficit. Uranium supply at 75% of demand.
The convergence is happening now.
Not anymore.
Power in the 21st century is measured in five pillars:
1. AI & Software — the command layer
2. Autonomous Defense — the battlefield layer
3. Energy Security — the foundation layer
4. Critical Resources — the supply layer
5. Manufacturing — the production layer
Control all five and you dominate.
Control one and you become a dependency.
Control none and you become irrelevant.
This is the new global power map.
The US leads in AI and defence tech but its currency is declining and its debt is $36 trillion.
China leads in manufacturing and controls 90% of rare earth processing but depends on imported energy.
Europe has advanced manufacturing and aerospace but lacks energy independence and mineral supply chains.
The Middle East controls energy but has limited technology and industrial capacity.
Africa holds the critical minerals the world needs but lacks the infrastructure to extract and process them.
No single nation controls all five pillars. That is what makes this era so unstable — and so full of opportunity.
The old paradigm:
Territory. Population. Military size. Nuclear deterrence.
The new paradigm:
AI leadership. Autonomous systems. Mineral supply chains. Energy infrastructure. Industrial scale.
The unit of power has shifted from the platform to the stack.
The companies and nations building across multiple pillars will define the next era.
Global defence spending: $2.72 trillion. Record.
NATO target: 5% of GDP.
Copper at all-time highs. Silver in its 6th year of deficit. Uranium supply at 75% of demand.
The convergence is happening now.
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🚨🚨🚨 DUBAI REAL ESTATE JUST DIED FASTER THAN 2008. THE NUMBERS ARE TERRIFYING. 🚨🚨🚨
The Dubai Financial Market Real Estate Index crashed 35% in 14 trading days.
The 2008 crash took MONTHS to fall this far.
This happened in TWO WEEKS.
💀 DFM Real Estate Index: DOWN 35% — fastest crash in history
💀 Emaar Properties stock: DOWN 18% — the company that built the Burj Khalifa
💀 Aldar Properties stock: DOWN 18%
💀 Total value destroyed: $270 BILLION
💀 All 2024 gains: GONE — that was +63% wiped
💀 All 2025 gains: GONE — that was +30% wiped
💀 All 2026 gains: GONE
Do you understand what that means?
Dubai spent five years building the world's hottest real estate market.
63% in 2024. 30% in 2025.
All of it — GONE — in 14 days.
Here is the truth no one wants to say:
Dubai was the world's biggest laundromat for clean-looking dirty cash.
Russian oligarchs. Ukrainian businessmen. Gulf princes. Indian tycoons.
And now those same people need to get their money OUT.
→ Buyers disappear when missiles start falling
→ Foreign capital does not wait around for a ceasefire
→ $270 billion can become $500 billion gone if the war escalates
→ And analysts are already saying ANOTHER 80% lower is possible from here
The Emaar founder went on CNBC and said fears of a 15% correction are "very unrealistic."
He said that when the index was already down 30%.
Either he is lying.
Or he does not know what is coming.
Neither answer is good.
In 2008, property fell 40-50%.
That crash took months.
This one is taking days.
Prepare accordingly. 🚨🚨🚨
The Dubai Financial Market Real Estate Index crashed 35% in 14 trading days.
The 2008 crash took MONTHS to fall this far.
This happened in TWO WEEKS.
💀 DFM Real Estate Index: DOWN 35% — fastest crash in history
💀 Emaar Properties stock: DOWN 18% — the company that built the Burj Khalifa
💀 Aldar Properties stock: DOWN 18%
💀 Total value destroyed: $270 BILLION
💀 All 2024 gains: GONE — that was +63% wiped
💀 All 2025 gains: GONE — that was +30% wiped
💀 All 2026 gains: GONE
Do you understand what that means?
Dubai spent five years building the world's hottest real estate market.
63% in 2024. 30% in 2025.
All of it — GONE — in 14 days.
Here is the truth no one wants to say:
Dubai was the world's biggest laundromat for clean-looking dirty cash.
Russian oligarchs. Ukrainian businessmen. Gulf princes. Indian tycoons.
And now those same people need to get their money OUT.
→ Buyers disappear when missiles start falling
→ Foreign capital does not wait around for a ceasefire
→ $270 billion can become $500 billion gone if the war escalates
→ And analysts are already saying ANOTHER 80% lower is possible from here
The Emaar founder went on CNBC and said fears of a 15% correction are "very unrealistic."
He said that when the index was already down 30%.
Either he is lying.
Or he does not know what is coming.
Neither answer is good.
In 2008, property fell 40-50%.
That crash took months.
This one is taking days.
Prepare accordingly. 🚨🚨🚨
✍1
Retail is about to buy the wrong defense stocks. Again.
Everyone's loading up on $LMT and $RTX.
Here's why that's the dumbest trade in 2026 and what actually wins the Iran war as an investment:
The 2026 Iran conflict is not an F-35 war.
It's a mine war. A drone swarm war. A maritime autonomous systems war.
Iran built a "denial navy", not to beat the US fleet, but to drain it.
Fast boats.
Mines in the Strait.
Autonomous submarines.
The defense trade looks completely different when you understand that.
Iran's Azhdar UUV is a stealth underwater drone with lithium-battery propulsion.
Quiet. Cheap. Deployable in shallow water where conventional sonar is blind.
Deploy enough of them and you've created a subsurface minefield that forces the entire US fleet into reactive, costly defensive mode.
High-end US interceptors vs. $50K drones.
That math doesn't work for $LMT shareholders.
Meanwhile, on March 13, buried under oil panic headlines, the US Army dropped the biggest defense tech contract in history.
$20 BILLION to Anduril.
Not Lockheed. Not Northrop.
Palmer Luckey's six-year-old startup just became core infrastructure for how the US military fights.
120+ separate procurement actions collapsed into one enterprise deal.
This is the signal.
The procurement shift is structural, not temporary.
"Legacy defense contractors have dominated Army contracts for generations. But they've been flat-footed on autonomous systems."
LMT and NOC both dipped on the Anduril news.
The market is telling you something.
Now let's talk $PLTR.
Media calls it a "war trade." Wrong frame.
Palantir's Maven Smart System is compressing the sensor-to-shooter chain to seconds.
US government revenue: +66% YoY in Q4.
CEO is rationing the product, demand is so strong they're holding off selling to allied governments.
That's not a war premium. That's a backlog.
The numbers:
> $4.4B total revenue in 2025 (+56% YoY)
> $7.19B projected for 2026 (+61%)
> 75% EPS growth consensus for 2026
The Iran conflict doesn't create Palantir's moat. It validates it.
Rosenblatt raised target to $200. UBS upgraded to Buy.
It's still trading 28% off its 52-week high.
The actual portfolio for this conflict:
$PLTR; AI targeting, intel backbone
$KRKNF: Maritime surveillance, subsea drones
$ONDS; Autonomous drone systems
$LHX; Electronic warfare, comms glue
$OSS; Rugged edge AI
The meta-trend nobody is talking about:
The Anduril $20B contract means the Pentagon is now buying platforms, not individual programs.
Software-defined. Modular. Scalable.
This is the US military equivalent of what AWS did to enterprise IT.
The winners aren't the hardware OEMs.
They're the operating system.
Here's the irony of retail piling into $LMT right now:
The F-35 costs $80M per unit.
The drone that might attack costs $43K.
The US is literally reverse-engineering Iranian Shahed drones (Spektraworks, $30M contract) and deploying them back against Iran.
That cost curve tells you everything about where defense spending is going.
Iran built an asymmetric denial navy. The US response is autonomous, AI-driven, and software-defined.
The old defense primes are losing procurement share in real time.
Watch Anduril's IPO when it comes.
Avoid the muscle-memory trade.
Time will tell.
Everyone's loading up on $LMT and $RTX.
Here's why that's the dumbest trade in 2026 and what actually wins the Iran war as an investment:
The 2026 Iran conflict is not an F-35 war.
It's a mine war. A drone swarm war. A maritime autonomous systems war.
Iran built a "denial navy", not to beat the US fleet, but to drain it.
Fast boats.
Mines in the Strait.
Autonomous submarines.
The defense trade looks completely different when you understand that.
Iran's Azhdar UUV is a stealth underwater drone with lithium-battery propulsion.
Quiet. Cheap. Deployable in shallow water where conventional sonar is blind.
Deploy enough of them and you've created a subsurface minefield that forces the entire US fleet into reactive, costly defensive mode.
High-end US interceptors vs. $50K drones.
That math doesn't work for $LMT shareholders.
Meanwhile, on March 13, buried under oil panic headlines, the US Army dropped the biggest defense tech contract in history.
$20 BILLION to Anduril.
Not Lockheed. Not Northrop.
Palmer Luckey's six-year-old startup just became core infrastructure for how the US military fights.
120+ separate procurement actions collapsed into one enterprise deal.
This is the signal.
The procurement shift is structural, not temporary.
"Legacy defense contractors have dominated Army contracts for generations. But they've been flat-footed on autonomous systems."
LMT and NOC both dipped on the Anduril news.
The market is telling you something.
Now let's talk $PLTR.
Media calls it a "war trade." Wrong frame.
Palantir's Maven Smart System is compressing the sensor-to-shooter chain to seconds.
US government revenue: +66% YoY in Q4.
CEO is rationing the product, demand is so strong they're holding off selling to allied governments.
That's not a war premium. That's a backlog.
The numbers:
> $4.4B total revenue in 2025 (+56% YoY)
> $7.19B projected for 2026 (+61%)
> 75% EPS growth consensus for 2026
The Iran conflict doesn't create Palantir's moat. It validates it.
Rosenblatt raised target to $200. UBS upgraded to Buy.
It's still trading 28% off its 52-week high.
The actual portfolio for this conflict:
$PLTR; AI targeting, intel backbone
$KRKNF: Maritime surveillance, subsea drones
$ONDS; Autonomous drone systems
$LHX; Electronic warfare, comms glue
$OSS; Rugged edge AI
The meta-trend nobody is talking about:
The Anduril $20B contract means the Pentagon is now buying platforms, not individual programs.
Software-defined. Modular. Scalable.
This is the US military equivalent of what AWS did to enterprise IT.
The winners aren't the hardware OEMs.
They're the operating system.
Here's the irony of retail piling into $LMT right now:
The F-35 costs $80M per unit.
The drone that might attack costs $43K.
The US is literally reverse-engineering Iranian Shahed drones (Spektraworks, $30M contract) and deploying them back against Iran.
That cost curve tells you everything about where defense spending is going.
Iran built an asymmetric denial navy. The US response is autonomous, AI-driven, and software-defined.
The old defense primes are losing procurement share in real time.
Watch Anduril's IPO when it comes.
Avoid the muscle-memory trade.
Time will tell.
✍1
🇨🇭 Global One SI - Prompt
I asked Grok to explain Terafab to me. Then I asked Grok Imagine to diagram Terafab.
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Tesla just declared WAR on the Semiconductor Giants. 🛡️💻
In 7 days, construction begins on Terafab - Tesla’s ground-up 2nm chip foundry. This isn't just a factory; it’s the birth of "Silicon Sovereignty."
Why the industry is shaking:
🚀 The End of the "TSMC Queue"
Tesla is done waiting.
With $TSMC and $SSNLF maxed out and 2nm yields struggling, Elon is taking the "Apple Model" to the extreme:
Designing AND manufacturing his own silicon.
No more middleman markups.
🌊 The 1 Million Wafer Goal
Tesla aims for 1,000,000 wafer starts/month by 2030.
• The Scale: That matches the entire current global output of TSMC.
• The Mission: Powering 20M+ EVs, 100M+ Optimus robots, and the Dojo Supercomputer.
⚡ The 2nm "GAA" Edge
They aren't building "legacy" tech.
Terafab focuses on 2nm nodes.
• AI6 Chip: Expected to deliver 5x the inference power of HW 4.0 at 40% less energy.
• Impact: Real-time FSD processing that makes current AI look like a calculator.
💰 The $25B Gamble
The price tag? $20–$25 Billion.
• War Chest: With $44B cash on hand, $TSLA is self-funding this revolution.
• Margin Play: Owning the entire compute stack means massive profit expansion per unit.
The Verdict: Elon Musk is building the "General Motors of Intelligence." If you control the chips, you control the future of AI and Robotics. 🤖🚗
The 7-day countdown starts now. ⏳
#Tesla #Terafab #AI #ElonMusk #Semiconductors #FSD #Optimus #Dojo
In 7 days, construction begins on Terafab - Tesla’s ground-up 2nm chip foundry. This isn't just a factory; it’s the birth of "Silicon Sovereignty."
Why the industry is shaking:
🚀 The End of the "TSMC Queue"
Tesla is done waiting.
With $TSMC and $SSNLF maxed out and 2nm yields struggling, Elon is taking the "Apple Model" to the extreme:
Designing AND manufacturing his own silicon.
No more middleman markups.
🌊 The 1 Million Wafer Goal
Tesla aims for 1,000,000 wafer starts/month by 2030.
• The Scale: That matches the entire current global output of TSMC.
• The Mission: Powering 20M+ EVs, 100M+ Optimus robots, and the Dojo Supercomputer.
⚡ The 2nm "GAA" Edge
They aren't building "legacy" tech.
Terafab focuses on 2nm nodes.
• AI6 Chip: Expected to deliver 5x the inference power of HW 4.0 at 40% less energy.
• Impact: Real-time FSD processing that makes current AI look like a calculator.
💰 The $25B Gamble
The price tag? $20–$25 Billion.
• War Chest: With $44B cash on hand, $TSLA is self-funding this revolution.
• Margin Play: Owning the entire compute stack means massive profit expansion per unit.
The Verdict: Elon Musk is building the "General Motors of Intelligence." If you control the chips, you control the future of AI and Robotics. 🤖🚗
The 7-day countdown starts now. ⏳
#Tesla #Terafab #AI #ElonMusk #Semiconductors #FSD #Optimus #Dojo
🇨🇭 Global One SI - Prompt
The Iran war has a second supply crisis nobody is pricing. It’s not oil. It’s food. $NTR hit a 52-week high this week. $CF is up 77% YTD. And the trade still has legs, but only if you buy the right name. Here’s why: 1. Hormuz isn’t just an oil chokepoint…
7 Critical Minerals & Fertilizer Stocks Need for Food Security
Food security is no longer just a farming issue — it’s national security. Rising populations, climate volatility, and geopolitical tensions are turning agriculture and fertilizer into one of the most strategically important sectors.
Why This Matters Now
- Geopolitical risk – Middle East tensions could disrupt energy and ammonia exports, key for fertilizer production.
- Rising energy prices – Natural gas is the backbone of nitrogen fertilizer; higher costs → higher fertilizer prices.
- Limited arable land – Farmers must maximize yields → more fertilizer, seeds, and crop tech demand.
- Critical minerals – Potash, phosphate, and other minerals are essential to feed the world.
Fertilizer Producers
$NTR – Global potash leader
$CF – Energy-linked margins
$MOS – Phosphate leverage
$IPI – Small-cap, high-beta play
Crop Tech & Seeds
$CTVA – Advanced seeds and crop protection
$ADM – Global grain logistics & trading
Mining / Critical Minerals
$LTHM – Lithium, potash, and other minerals needed for fertilizers and agriculture technology
Food is becoming geopolitically strategic:
• Fertilizer = energy-dependent & geopolitically sensitive
• Crop tech = maximizing yield in limited land
• Critical minerals = essential for fertilizer & agriculture infrastructure
Investors who spot this convergence early could ride short-term momentum while positioning for long-term structural growth.
Food security is no longer just a farming issue — it’s national security. Rising populations, climate volatility, and geopolitical tensions are turning agriculture and fertilizer into one of the most strategically important sectors.
Why This Matters Now
- Geopolitical risk – Middle East tensions could disrupt energy and ammonia exports, key for fertilizer production.
- Rising energy prices – Natural gas is the backbone of nitrogen fertilizer; higher costs → higher fertilizer prices.
- Limited arable land – Farmers must maximize yields → more fertilizer, seeds, and crop tech demand.
- Critical minerals – Potash, phosphate, and other minerals are essential to feed the world.
Fertilizer Producers
$NTR – Global potash leader
$CF – Energy-linked margins
$MOS – Phosphate leverage
$IPI – Small-cap, high-beta play
Crop Tech & Seeds
$CTVA – Advanced seeds and crop protection
$ADM – Global grain logistics & trading
Mining / Critical Minerals
$LTHM – Lithium, potash, and other minerals needed for fertilizers and agriculture technology
Food is becoming geopolitically strategic:
• Fertilizer = energy-dependent & geopolitically sensitive
• Crop tech = maximizing yield in limited land
• Critical minerals = essential for fertilizer & agriculture infrastructure
Investors who spot this convergence early could ride short-term momentum while positioning for long-term structural growth.
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