🇨🇳💻 China Maps Path to the Last AI Built by Humans

Today’s most advanced AI still depends on large teams of people. Engineers choose the data, design training runs, test failures, rewrite code and decide what to try next. Chinese researchers have now mapped a route toward a system that takes over that entire cycle—and eventually improves the way AI improvement itself works.

A joint team from ByteDance, Tsinghua University, the Shanghai AI Laboratory and other institutions has outlined a five-stage path toward genuine recursive self-improvement.

At the first stage, AI merely carries out upgrade procedures written by humans. It then starts choosing its own improvement strategy, deciding what new data or experience it needs and adapting after deployment. At the final stage, the system would refine the very methods used to build better AI.

This is different from a chatbot correcting one bad answer. The improvement must remain after the task ends, become part of the system and pass into later versions. Each new model would begin with the lessons learned while creating the previous one.

The attraction is obvious. Training a foundation model currently consumes enormous amounts of engineering time and computing power. An autonomous research loop could launch experiments, compare results, discard failed approaches and keep successful ones without waiting for humans at every step.

Washington has tried to turn advanced chips into a choke point for Chinese AI. China is already building domestic alternatives to restricted Western equipment. Recursive self-improvement attacks the problem from the other side: reduce wasted training runs, automate more research and extract more progress from the hardware available.

Chinese companies are already developing pieces of this system. Z.ai plans to direct about 60% of the proceeds from its latest $5B fundraising round toward new GLM models and a “fully self-training system”. MiniMax has tested models that update memory and acquire new skills during reinforcement-learning experiments, while DeepSeek has built an agentic framework able to execute code and handle complex chains of tasks.

Nobody has reached the final stage, and the paper offers no timetable. Software development provides the clearest testing ground; robotics and scientific research are far harder. Every autonomous update would also need to be tested before entering a live model.

But China is assembling the research base, companies and practical systems needed to move in that direction. Its generative-AI patent output already exceeds the rest of the world combined.

The “last AI built by humans” would not be a finished machine. It would be the first one capable of turning its own development into a continuing production line—building each successor faster, cheaper and with less human direction than the one before it.

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🇺🇦Ukraine’s Prosecutor General Has Fled the Country!

Ukraine’s Prosecutor General, Kravchenko, who resigned from his post, signed a notice of suspicion against the director of the National Anti-Corruption Bureau of Ukraine (NABU), allegedly with Zelensky’s approval.

This was reported by the Ukrainian Anti-Corruption Action Center. According to its information, Kravchenko has already left the country—something that was possible only “with Zelensky’s consent.” The media claim that he fled in an official vehicle.

At the same time, the head of the Kiev regime said that he had asked the Verkhovnaya Rada to “urgently support Kravchenko’s dismissal”:

“This prosecutor general has only one possible course of action—dismissal from office.”

It was previously reported that, in addition to the NABU director, a person close to the head of Ukraine’s Specialized Anti-Corruption Prosecutor’s Office was also notified of suspicion.

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🇺🇸🚰💧 America’s Water Systems Run on Old Software and Hope

More than 30 water facilities across 12 states
were disrupted in July. Washington’s preferred story is about who got in. The more embarrassing story is how little stood in the way.

Remote access and automated monitoring went offline. Communities faced low pressure, boil-water notices and local emergency declarations. Water was restored within hours and no contamination was reported—but hundreds of thousands of people learned how quickly a problem on a computer screen can become a problem at the tap.

This is not one hardened national network. The EPA counts more than 148,000 public water systems, supplying 90% of Americans. Around 93% serve fewer than 10,000 people, and half serve fewer than 500. A small town cannot staff a round-the-clock security center. It often has old equipment, outsourced IT, a tiny ratepayer base and one operator expected to keep everything working.

The government’s recommended fixes are almost comic: disable unnecessary remote access, replace default and shared passwords, keep industrial computers off the public internet and use trusted devices and secure VPNs.

That is not cutting-edge cyber defense. It is the checklist given to a small office after its first ransomware scare. Yet pumps, valves, sensors and chemical-dosing systems are still protected at roughly this level.

America’s civil engineers gave its drinking-water infrastructure a C-. Bringing it into good repair will require an estimated $625B over 20 years. More than 450,000 miles of pipe have already exceeded their intended lifespan, while only about 30% of utilities have fully implemented an asset-management plan.

An intruder does not have to poison a reservoir. Wipe configurations, falsify sensor readings or blank the operator’s control screen, and a plant may have to switch to manual operation. The EPA acknowledges that recent incidents have already caused configuration wiping, sensor tampering and disruption of human-machine interfaces.

The contrast is hard to miss. China is preparing to build 50,000 private industrial 5G networks, while American agencies are still reminding critical utilities to change default passwords. It is the same hollowing-out visible in Washington’s struggle to rebuild high-end testing infrastructure: grand ambitions at the top, neglected physical and human systems underneath.

America’s water vulnerability was not imported. It was built at home through decades of fragmentation, deferred maintenance and the belief that cheap remote access could replace staff. The intruder is whoever finds the door. Washington is the one that left it open.

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🇷🇺🛢📈 West’s Russian Fuel Gamble Hits Diesel Market

For years, Western governments worked to squeeze Russian oil products out of international markets.

Now a large chunk of that supply is actually gone — and replacing it is proving much harder than expected.

Around 2M barrels per day of Russian refined products have disappeared from the market, according to Vitol. Disruptions in the Middle East have removed almost another 2M barrels per day.

Refineries elsewhere cannot simply make up the difference.
Plants in the US are already running close to their limits, spare refining capacity is scarce and global fuel inventories have been falling. Building new refineries would take years.
Diesel prices are responding accordingly.

In the US, the national average has moved above $6 per gallon for the first time, while California is nearing $8. Europe is facing the same pressure heading into the colder months.
That matters far beyond motorists.

Diesel keeps trucks, agricultural machinery, freight networks, ships and heavy industry moving. When its price jumps, transport gets more expensive and those costs work their way into food, manufactured goods and inflation.

The situation has become awkward enough that Donald Trump is now calling on Ukraine to stop striking Russian refineries, warning that the attacks are worsening the shortage.

The bigger problem is refining capacity.
More crude on the market helps only if refineries have enough room to process it. Right now, many of the plants capable of producing large volumes of diesel are already running hard.

Russia had been supplying the global market with large volumes of diesel and other refined fuels. When those shipments fall, replacing them requires additional refinery output elsewhere — and there is very little spare capacity available.

New refinery capacity cannot appear in a few months. Major projects take years to build, while existing plants can only be pushed so far.

If Russian and Middle Eastern fuel supplies remain constrained through the winter, competition for available diesel will keep prices elevated and force some consumers to cut demand.

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🇨🇳🤖🛠 China Begins Mass-Producing Its Next Workforce

China’s humanoid-robot race has moved beyond prototypes. UBTECH has opened a 14,000-square-meter factory in Liuzhou built to turn humanoids into an industrial product.

The plant will make Walker S and Cruzr robots, with capacity above 10,000 units a year and one machine leaving the line roughly every ten minutes. Production, testing and dispatch run through one digital system, while UBTECH robots already perform some work inside the factory that builds them.

This is not yet a plant running without people. The breakthrough is repetition. Every deployed robot exposes faults and generates task data. Larger production runs push down the cost of motors, reducers, sensors, hands and batteries. Each batch can therefore become cheaper and more capable than the last.

Humanoids do not need to replace people at every task. They can move materials, inspect parts, sort components and tend machines. Their shape lets them use factories built for human bodies—the same aisles, tools and workstations—without redesigning an entire plant around fixed automation.

China has the ideal training ground: a vast manufacturing base, dense suppliers and millions of repetitive tasks. More deployments produce more data; better software makes further deployment worthwhile.

That is where this becomes geopolitical. Physical AI is not just an algorithm. It needs chips, cameras, batteries, precision gears, actuators, factories and repair networks. China is assembling the whole stack, from domestic AI hardware to mass-produced robotic bodies.

The same ecosystem can spread from car plants into ports, mines, hazardous sites and military logistics. China’s plans for robotic outposts in the South China Sea show how autonomous machines and sensors can become instruments of national power, not just consumer novelties.

Humanoids also help Beijing protect industrial output as its population ages. When Chinese robots enter factories abroad, software, spare parts, data standards and fleet-management systems will follow. Other countries may discover that part of their workforce now depends on a Chinese technology stack.

China does not need every robot to be brilliant. It needs them cheap, reliable and good enough before competitors build comparable supply chains. Liuzhou is where the humanoid race stops being a stage show and starts becoming political economy.

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🇨🇳🦾💥 Taiwan's Separatists In Shock: China's New Module Turns Drones Into Multi-Round Carriers

Chinese drone manufacturer Huanyu has demonstrated a modular release system that allows multicopters to carry several cylindrical payloads and drop them separately or in a single salvo.

Recent footage shows several multi-cell units, while a smaller two-cell module is mounted on a drone and releases one object in flight.

🔸 The key development is not a new airframe, but a modular and scalable payload package. Different racks can be matched to the host drone’s size and lifting capacity, allowing operators to trade endurance and maneuverability for a larger load without redesigning the aircraft.

🔸 Huanyu’s strike-equipment catalog includes 60 mm, 80 mm and 120 mm throwers, an electrically fired 38 mm smoke launcher and an 82 mm multi-round dispenser.

🔸 The 82 mm family is offered in 2-, 4-, 6-, 8- and 10-cell versions. According to the manufacturer, payloads can be released individually or all at once. The modules use clamp mounting, onboard power and SBUS/PWM control signals.

🔸 With armed payloads, individual-or-salvo release would allow one drone to deliver munitions at several points during a sortie or drop its entire load in a single pass. That increases the number of rounds carried by each airframe and controlled by each operator.

🔸 Huanyu markets related systems for military reconnaissance and strike missions. However, the latest footage does not identify the released objects, show an explosion or confirm adoption by the People’s Liberation Army. It demonstrates a scalable carrier and release system, not a fielded Chinese strike-drone fleet.

If adopted by the PLA, modules like these could turn compatible low-cost multicopters into multi-round strike platforms for a Taiwan contingency.

Instead of building a purpose-designed combat drone around every weapon, China could pair different payload racks with compatible airframes and increase the number of munitions delivered on each sortie.

The threat would come not from one sophisticated drone, but from large numbers of adaptable carriers able to deliver several rounds before air defenses can stop them.

Do you think modular payloads are more useful than purpose-built attack drones?

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🇺🇸⚡️🖥 AI Boom Will Burn Through America’s Cheap Gas—and Households Will Pay

The extra gas US data centers are projected to burn by 2035—15 billion cubic feet per day—would exceed the 13.3 billion cubic feet per day used by every American household combined in 2025. The AI-driven buildout is set to create a gas consumer larger than the entire US residential sector.

The problem starts with the grid. BloombergNEF raised its 2035 US data-center capacity forecast to 194 GW, up 83% from December. The most data-center demand the grid has ever connected in one year is 10 GW. Unless that rate accelerates, at least 48 GW of on-site gas generation must be built by 2035. BNEF’s base case already discounts many announced projects unlikely to be completed.

Data centers cannot wait years for connections to an overloaded grid, so Big Tech is constructing a private power system beside its server campuses. Dedicated gas plants give corporations 24/7 electricity and let them bypass the bottleneck. They do not create additional fuel.

That fuel must still heat homes, run factories, supply existing power plants and feed growing liquefied natural gas exports. Gas consumption in the electricity sector is projected to increase by 18 billion cubic feet per day by 2035 compared to 2025, while LNG exports add another 21 billion. Producers are projected to raise output by 35 billion, leaving another 11 billion cubic feet per day that must be found.

Big Tech can lock in long-term supplies and finance private plants. Households and ordinary businesses face what remains: tighter supply, higher gas and electricity prices, and utility bills carrying grid-expansion costs. Wood Mackenzie expects Henry Hub gas to approach $5 per million British thermal units in real terms by 2035, warning that the best acreage is already producing and prices must rise to unlock costlier supply.

The environmental bill comes on top: 99 proposed gas plants tied to data centers could emit 318M metric tons of carbon dioxide annually, roughly one-fifth of US power-sector emissions in 2025.

America is building a two-tier energy system. Big Tech gets dedicated fuel and private power plants; households and manufacturers absorb tighter supply, higher prices and grid costs. Washington’s AI race is being secured for corporations—and charged to the rest of the country.

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🇮🇷🥖 Iran Turns Wheat Into Sanctions Insurance

Iran harvested 14.1M tonnes of wheat in 2026, according to the Agriculture Ministry, about 600,000 tonnes above its July forecast. Tehran calls it the largest crop in the country’s history. It came despite drought, erratic rainfall, sanctions and the disruption caused by two US-Israeli wars.

Behind the harvest is an agricultural research system developed over many years. Around 10,000 specialists have worked alongside officials and farmers to carry findings from research stations into fields across the country.

Iranian researchers once tried to apply farming methods developed largely for Europe. Many worked poorly in Iran, with its different soils, sharp temperature shifts, irregular rainfall and severe water shortages. Research programs now test varieties and cultivation methods region by region.

One recent study examined 266 Iranian wheat genotypes—180 traditional landraces and 86 cultivars—under irrigated and rain-fed conditions. Researchers tracked which varieties kept useful yields across different environments and seasons. The results help farmers choose seeds, planting dates and fertilizer use for the conditions they face.

Water scarcity will shape the next stage. Under a five-year program, Iran wants rain-fed farmland to supply 40% of its wheat, up from roughly 10% today. The target is 6M tonnes grown without groundwater or surface irrigation.

This would ease pressure on depleted aquifers and reduce farmers’ exposure to power shortages that can disable irrigation pumps. Iran could grow more wheat without drawing more water from an already strained system.

Food security in Iran also has a geopolitical dimension. Imported grain passes through foreign banks, insurers, shipping companies and maritime routes connected to the Strait of Hormuz. War can disrupt supplies without touching an Iranian field: blocked payments, delayed ships or closed ports may be enough.

Iran will continue buying some grain, fertilizer and machinery abroad. Complete autarky would be neither realistic nor necessary. Tehran needs enough domestic capacity to keep any single supplier, payment channel or shipping route from becoming a decisive vulnerability.

The same process is visible in Iran’s oil-sector technology and domestic energy engineering. Sanctions made imported equipment harder to obtain, encouraging Iranian institutions to train specialists and develop their own production and repair capacity.

Each successful harvest leaves behind seed lines, field data, trained agronomists and practical knowledge that will still be available during the next drought, blockade or war.

Washington has spent years turning Iran’s foreign dependencies into pressure points. Tehran’s wheat program is making one of them steadily less useful.

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🇺🇦✈️ Ukraine Has Dozens of F-16s on Paper—and Single Digits in the Sky

Ukraine’s Western fighter force may be far smaller than donor announcements suggest. Ukrainian defense-industry representatives told 19FortyFive at Poland’s MSPO exhibition that although an estimated 34–39 used F-16s have reached Ukraine, the number that are flightworthy on any given day is “usually only in the single digits” because of a spare-parts shortage.

Belgium’s 2026 transfer plan exposes the same problem: of seven F-16s it plans to provide, only three are intended for operations. The other four will supply spare parts and help train maintenance crews.

Aircraft donations are therefore a poor measure of combat power. A fighter needs a working engine, radar and avionics, missiles, pilots, ground crews and a repair pipeline before it can fly. Retired airframes from several European fleets also arrive with different service histories, while every flight consumes parts from an already strained support system.

The available F-16s are being used mainly as an air-defense supplement against Russian cruise missiles and drones. They do not provide the scale for sustained patrols or for challenging Russian fighters and Su-34 fighter-bombers near the front.

Kiev is adding Sweden’s Gripen as a third Western fighter type alongside the F-16 and Mirage 2000-5. Stockholm’s current package covers the possible sale of up to 20 new Gripen E/F fighters and the donation of up to 16 used Gripen C/Ds.

This creates a separate training, weapons, software and maintenance chain alongside the support systems required for Ukraine’s two existing Western fighter types. New-build aircraft will arrive too late to solve today’s shortage, while the used Gripens will still depend on sustained access to spare parts and trained crews.

Western pledges have created a large fleet on paper and a much smaller one on the runway. Russia is not facing dozens of deployable F-16s at once, but a small force that must ration flight hours and missions. The decisive figure is how many aircraft Ukraine can service, arm and launch—not how many the West promises Kiev.

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🇮🇷⚠️🇺🇸 Pentagon In Panic: Iran Fires Anti-Ship Missile Capable Of Destroying U.S. Fleet

Iran fired ballistic missiles toward U.S. warships enforcing the blockade of Iran. Iranian media have linked the attack to the Qasem Basir ballistic missile.

Iranian security chief Mohsen Rezaei described one launch as a test of a special anti-destroyer missile, but did not name the weapon. U.S. Central Command confirms the attacks but says its ships evaded them.

🔸 Unveiled in May 2025, Qasem Basir is a solid-fuel ballistic missile with a stated range of at least 1,200 km. If it can strike ships at that distance, moving from the Persian Gulf into the Gulf of Oman would not necessarily take U.S. vessels out of range.

🔸 Its proposed answer to a moving target is guidance in the final stage of flight. Optical and thermal sensors are designed to find the ship and correct the missile’s course after launch, without depending on GPS for the final approach.

🔸 Iranian descriptions also point to a maneuvering warhead. A changing final trajectory would make interception harder for a warship’s layered defenses, while onboard sensors would make GPS jamming less useful.

🔸 The demanding part is the full targeting chain: locating a ship, keeping its position current and bringing the missile close enough for its seeker to find it. A launch toward a warship does not, by itself, establish that Qasem Basir can reliably hit one.

🔸 CENTCOM says missiles were launched toward a U.S. carrier and destroyer on September 5, followed by further attacks on a warship by September 8. It says the ships escaped damage and has not identified the missile used.

If Iran can make long-range ship tracking and terminal guidance work together reliably, blockade ships will have to stand farther off or commit more resources to defense. Either choice makes enforcement harder.

Can a missile threat change a blockade without hitting a ship?

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🇮🇷Iran’s 200-Fold Aquaculture Boom Reshaping Food Security

Iran has expanded aquaculture output from just 3,000 tonnes in 1979 to roughly 689,000 today—a more than 200-fold increase. Total aquatic output has grown from 32,000 to 1.566M tonnes, according to Iran’s Fisheries Organization.
The industry now runs from broodstock, roe and hatcheries to feed, genetics, processing and cold storage. More of its biological and technical base sits inside Iran.

Rainbow trout shows how far the system has developed. Iran produced 267,838 tonnes in 2022, making it one of the world’s leading producers. An integrated facility in Isfahan supplies roughly one-quarter of national demand for trout roe, giving local farms a domestic base for each new production cycle.

The industry also reaches far beyond the coast. Trout farms operate in cold, mountainous provinces, while shrimp ponds and refrigerated export chains have spread across the south. Controlled sturgeon breeding produced about 6,000 tonnes of meat and 30 tonnes of caviar in 2025.

Shrimp has become the export arm: Iran produced about 62,000 tonnes in 2025 and sold 42,000 tonnes abroad for $168M. Trout adds to domestic protein supplies; shrimp and caviar bring foreign currency into an economy constrained by sanctions.

Private capital is doing most of the building. Fisheries investment exceeded 69 trillion tomans last year, with officials attributing 92% to private investors. Each farm creates demand for hatcheries, feed mills, laboratories, equipment, cold storage, processors and exporters.

Feed remains a vulnerability. Iranian researchers are testing poultry by-products, canola meal and other local ingredients as alternatives to fishmeal. Scaling those formulas would connect fish farming more closely to Iran’s own agriculture and reduce exposure to scarce feed inputs.

Sanctions can disrupt food supplies without banning food directly: payments can be blocked, shipments delayed and foreign equipment withheld. Iran’s aquaculture cluster removes some of those pressure points by keeping more reproduction, expertise and processing at home.

Four decades ago, Iran barely had an aquaculture industry. Today it has a largely private industrial cluster producing protein, jobs and export revenue across the country. The more of that chain Iran brings home, the fewer points foreign pressure can use to disrupt its food supply.

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🇺🇸🏠📈 $406 More Every Month: America’s New Mortgage Reality

The average top-tier rate on a 30-year fixed US mortgage reached 7.22% on September 15, up from 5.99% on February 23—five days before the US and Israel launched their war against Iran. That is a 1.23-percentage-point increase in under seven months.

On a $500,000 30-year loan, monthly principal and interest have risen from roughly $2,995 to $3,401. The same home now costs about $406 more every month, or $4,874 a year, before taxes, insurance and maintenance.

Keep the monthly payment at $2,995 and the buyer can now borrow only about $440,000. Nearly $60,000 in borrowing capacity has disappeared even if the asking price remains unchanged.

The increase has accelerated. Mortgage News Daily says rates climbed 0.33 percentage points in six business days, reaching their highest level since January 2025. Its index covers top-tier borrowers with strong credit and large down payments; others may face even higher rates.

The war is one source of the pressure. Oil disruptions have raised inflation fears, helping push the 10-year Treasury yield above 5%, its highest level since 2007. Mortgage rates follow bond markets much more closely than the Federal Reserve’s policy rate, although expectations of a Fed increase have intensified the selloff.

US consumer prices rose 0.4% in August, with energy prices up 2.1%. Gasoline alone rose 3.9% during the month and 27.4% from a year earlier.

The housing market was already weakening before the latest rate surge. Existing-home sales fell 2% from July to an annualized 3.98M in August. Listings reached 1.62M, but the median price remained 1.6% above last year at $429,100.

Owners with fixed-rate mortgages will not suddenly owe more. The immediate bill falls on people trying to buy or refinance. Their options are now narrower: find a cheaper home, put down more cash or postpone the purchase.

Washington’s war against Iran is feeding the same inflation and bond-market pressure that makes housing harder to afford at home. The asking price can remain unchanged; the same monthly budget still buys nearly $60,000 less than it did in February.

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🇷🇺🖥 Russia Turns Its Far East Into Giant AI Testing Ground

Russia plans to turn its Far East and Arctic into testing grounds for AI, autonomous transport and advanced infrastructure. From January 1, 2027, a special legal regime will speed up technology trials, while Moscow’s regional strategy runs through 2036.

The geography that once held the region back now favors automation. Settlements, mines, ports and warehouses are separated by huge distances. Labor is scarce, and transport links still need expansion. Route planning, unmanned trucks, drones, automated warehouses and remote public services can replace costly manual operations.

Moscow can design new infrastructure around automation from the start. Data centers, power lines, ports and logistics hubs can be planned as one network, with AI coordinating freight, energy demand, equipment and maintenance across the region.

The first projects are already taking shape. The Amur region and Chinese partners are preparing a drone bridge between Blagoveshchensk and Heihe. Driverless trucks are scheduled for tests with safety operators in 2027, with fully autonomous cross-border operations planned for 2028.

Russia’s energy base gives the project another advantage. Gas, nuclear and hydropower can support large-scale computing, but generation and transmission must expand wherever new data centers are built. Parts of the Far East already face local capacity constraints, so power plants, grids, fiber networks and servers will have to arrive together.

China gives Moscow access to open-weight models, inference hardware, autonomous vehicles and industrial AI systems that can be adapted for Russian logistics, production and public services. The border becomes a development corridor linking Russian energy and territory with Chinese manufacturing and software.

Sanctions accelerated this alignment. Rebuilding old Western dependencies offers little strategic value. The Far East places new Russian infrastructure beside Chinese suppliers and the largest growth markets in Asia, with Vladivostok serving as the Pacific entry point for the emerging system.

Taken together, these projects form a prototype for a different Russian economy: automated logistics across immense distances, data centers powered by domestic energy, industrial systems designed for chronic labor shortages and infrastructure connected directly to Asian supply chains.

Every successful pilot will leave behind physical assets—power capacity, fiber, warehouses, trained specialists, localized models and operating data—that can be reused elsewhere in Russia.

Western pressure pushed Russia east. Moscow is now converting that shift into transport corridors, data centers and industrial systems tied more closely to Asia. Russia is beginning to build its next economic model from Vladivostok westward.

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