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Harvesting machines

Science girl

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85,352 views • 1 year ago •via X (Twitter)

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Broccoli harvesting machines! 🥦 Yup, you read that right. These machines can pick broccolis automatically. Over 2000 heads per hour. Such machines typically use vision systems (now fancy called AI systems hehe) to identify mature broccoli heads ready for harvest. Here? Six delta robots working together to make sure that the efficiency is there! Huge market for robotics, and it's great to see more often that robots are there! Farmers, you're getting a helping arm, or six arms! 👩🏼‍🌾

Broccoli harvesting machines! 🥦 Yup, you read that right. These machines can pick broccolis automatically. Over 2000 heads per hour. Such machines typically use vision systems (now fancy called AI systems hehe) to identify mature broccoli heads ready for harvest. Here? Six delta robots working together to make sure that the efficiency is there! Huge market for robotics, and it's great to see more often that robots are there! Farmers, you're getting a helping arm, or six arms! 👩🏼‍🌾

Lukas Ziegler

177,670 views • 1 year ago

Broccoli harvesting machines! 🥦 Yup, you read that right. These machines can pick broccolis automatically. Over 2000 heads per hour. Such machines typically use vision systems (now fancy called AI systems hehe) to identify mature broccoli heads ready for harvest. Here? Six delta robots working together to make sure that the efficiency is there! Huge market for robotics, and it's great to see more often that robots are there! Farmers, you're getting a helping arm, or six arms! ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Broccoli harvesting machines! 🥦 Yup, you read that right. These machines can pick broccolis automatically. Over 2000 heads per hour. Such machines typically use vision systems (now fancy called AI systems hehe) to identify mature broccoli heads ready for harvest. Here? Six delta robots working together to make sure that the efficiency is there! Huge market for robotics, and it's great to see more often that robots are there! Farmers, you're getting a helping arm, or six arms! ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

36,750 views • 6 months ago

UNUSUAL The Nanjing Institute of Agricultural Machinery has completed its first field tests for a fully electric, fully automated vegetable‑growing cycle. More than 20 machines for soil preparation, seedling planting, crop spraying, and harvesting demonstrated their capabilities as scientists work on developing new technological methods to improve agricultural efficiency.

UNUSUAL The Nanjing Institute of Agricultural Machinery has completed its first field tests for a fully electric, fully automated vegetable‑growing cycle. More than 20 machines for soil preparation, seedling planting, crop spraying, and harvesting demonstrated their capabilities as scientists work on developing new technological methods to improve agricultural efficiency.

China pulse 🇨🇳

17,170 views • 1 month ago

"They're STILL COUNTING," California is RIGGED! Steve Hilton calls out the INSANITY of California's elections and the loose, unique laws, like using a gym membership to vote, designed to keep Democrats in power. Custom Smartmatic machines in L.A., with L.A. County owning the source code, legal ballot harvesting, drop boxes, and producing fake voters for voter rolls, taking advantage of the homeless to incorporate and produce a MASSIVE mail-in ballot operation.

"They're STILL COUNTING," California is RIGGED! Steve Hilton calls out the INSANITY of California's elections and the loose, unique laws, like using a gym membership to vote, designed to keep Democrats in power. Custom Smartmatic machines in L.A., with L.A. County owning the source code, legal ballot harvesting, drop boxes, and producing fake voters for voter rolls, taking advantage of the homeless to incorporate and produce a MASSIVE mail-in ballot operation.

The SCIF

12,174 views • 1 month ago

🛑 Stop romanticizing farming. This is cabbage harvesting at scale — MACHINE vs 50 workers. And we wonder why we can’t compete… 👀 In Ghana 🇬🇭 everyone wants to “own a farm” But nobody wants to invest in the MACHINES that make farms profitable. 👉 Labour will fail you 👉 Scale needs technology 👉 Profit loves efficiency 🔥 The real money is not in planting… it’s in POWER — machinery, systems, scale. 💬 Be honest: Are we farming… or just surviving?

🛑 Stop romanticizing farming. This is cabbage harvesting at scale — MACHINE vs 50 workers. And we wonder why we can’t compete… 👀 In Ghana 🇬🇭 everyone wants to “own a farm” But nobody wants to invest in the MACHINES that make farms profitable. 👉 Labour will fail you 👉 Scale needs technology 👉 Profit loves efficiency 🔥 The real money is not in planting… it’s in POWER — machinery, systems, scale. 💬 Be honest: Are we farming… or just surviving?

The Ghanaian Farmer

10,676 views • 4 months ago

Tina Peters is saying what millions of Americans have always known. The proof is there. It has always been there. There are rigged machines - ballot harvesting - mail-in fraud. The evidence is overwhelming and anyone paying attention knows it. Tina Peters said: "We don't have to prove anymore that these machines are cheating, that the ballots are being harvested, or that there's fraud with mail-in ballots. We don't have to prove that anymore." This is no longer a conspiracy theory. The BIG question we need to answer is what do we do about it. BE BOLD - GET LOUD - AND CALL YOUR CONGRESSMAN/WOMAN and tell them to pass 'The Save America Act'. Paper ballots - voter ID - and in-person voting on Election Day has to be implemented. This will be the bare minimum for a free and fair republic.

Tina Peters is saying what millions of Americans have always known. The proof is there. It has always been there. There are rigged machines - ballot harvesting - mail-in fraud. The evidence is overwhelming and anyone paying attention knows it. Tina Peters said: "We don't have to prove anymore that these machines are cheating, that the ballots are being harvested, or that there's fraud with mail-in ballots. We don't have to prove that anymore." This is no longer a conspiracy theory. The BIG question we need to answer is what do we do about it. BE BOLD - GET LOUD - AND CALL YOUR CONGRESSMAN/WOMAN and tell them to pass 'The Save America Act'. Paper ballots - voter ID - and in-person voting on Election Day has to be implemented. This will be the bare minimum for a free and fair republic.

BelannF

49,602 views • 10 days ago

Kamala Harris is reportedly leading by double digits in the race for California’s governor, despite being the worst prosecutor and a terrible VP. California already struggles under the leadership of Governor Newsom and Mayor Bass, can’t imagine how much worse it will get if Harris gets installed. Outsiders think California needs to reassess its priorities and feel the state’s current regime is failing. Very true, but this failure stems from a rigged system that installs and sustains commies. To fix it, we must eliminate ballot harvesting, remove cheating machines, and mandate voter ID for fair elections.

Kamala Harris is reportedly leading by double digits in the race for California’s governor, despite being the worst prosecutor and a terrible VP. California already struggles under the leadership of Governor Newsom and Mayor Bass, can’t imagine how much worse it will get if Harris gets installed. Outsiders think California needs to reassess its priorities and feel the state’s current regime is failing. Very true, but this failure stems from a rigged system that installs and sustains commies. To fix it, we must eliminate ballot harvesting, remove cheating machines, and mandate voter ID for fair elections.

ꪻꫝể ꪻꫝể

16,534 views • 1 year ago

🚨🇬🇧 RUPERT LOWE RESPONDS TO LABOUR’S BUDGET BETRAYAL Rupert Lowe has delivered a blistering verdict on Rachel Reeves’s Budget, calling out exactly what millions of hardworking Britons can see with their own eyes. 🔴 “We are rewarding indolence and welfarism.” 🔴 “British politics now puts the party above the interests of the country.” 🔴 “They want to give people money because it buys their votes.” Labour’s entire economic strategy is clear: punish the workers, reward the dependants, and keep the public trapped in a system designed to secure Labour votes for life. While British families are squeezed with record taxation, migrants with huge families on benefits are the real winners of Reeves’s policies. How much longer will Britain tolerate a government that sees taxpayers as cash machines and welfare as a vote-harvesting tool?

🚨🇬🇧 RUPERT LOWE RESPONDS TO LABOUR’S BUDGET BETRAYAL Rupert Lowe has delivered a blistering verdict on Rachel Reeves’s Budget, calling out exactly what millions of hardworking Britons can see with their own eyes. 🔴 “We are rewarding indolence and welfarism.” 🔴 “British politics now puts the party above the interests of the country.” 🔴 “They want to give people money because it buys their votes.” Labour’s entire economic strategy is clear: punish the workers, reward the dependants, and keep the public trapped in a system designed to secure Labour votes for life. While British families are squeezed with record taxation, migrants with huge families on benefits are the real winners of Reeves’s policies. How much longer will Britain tolerate a government that sees taxpayers as cash machines and welfare as a vote-harvesting tool?

British Intel

45,671 views • 8 months ago

It's going down in Minnesota... They are who we thought they were! The Minnesota RINO establishment hates Mike Lindell just like they secretly hate President Trump. Nobody knows who is "electable" in Minnesota, because we haven't had a legitimate election in Minnesota since our deep state ran a coup in Somalia and brought Ilhan Omar's father over. We ended up with Ilhan Omar in congress. We haven't had a legitimate election in Minnesota since black hawk down and probably before that. I say the stuff everybody knows but is either too scared or too dishonest to say in public. I just tell it like it is. Ballot harvesting is just the tip of the iceberg in Minnesota. Absentee ballot boards, machines, AVR, nursing homes, etc. Mike Lindell will win, if our elections are legitimate. Royce White for U.S. Senate MN 2026 Vote Primary August 11th

It's going down in Minnesota... They are who we thought they were! The Minnesota RINO establishment hates Mike Lindell just like they secretly hate President Trump. Nobody knows who is "electable" in Minnesota, because we haven't had a legitimate election in Minnesota since our deep state ran a coup in Somalia and brought Ilhan Omar's father over. We ended up with Ilhan Omar in congress. We haven't had a legitimate election in Minnesota since black hawk down and probably before that. I say the stuff everybody knows but is either too scared or too dishonest to say in public. I just tell it like it is. Ballot harvesting is just the tip of the iceberg in Minnesota. Absentee ballot boards, machines, AVR, nursing homes, etc. Mike Lindell will win, if our elections are legitimate. Royce White for U.S. Senate MN 2026 Vote Primary August 11th

Royce White 🇺🇸

137,469 views • 5 days ago

A big piece many aren’t aware of happened inside USPS. If ballots were sent to the wrong address and returned, here’s what USPS did in 2020 and 2022: Supervisors instructed clerks and drivers to separate all RTS ballots from other mail. They claimed “DC orders” required that these ballots not go back into the normal mail stream to be returned to sender. Supervisors then left with large hampers full of ballots at night. Where did they go? Standard protocol is that all incorrectly addressed mail is processed as RTS on machines with date stamps. Station mail is collected and sent back to the plant for automation. So why were these returned ballots separated out? Why didn’t the unused ballots go out on the regular warehouse truck with drivers? Where did supervisors take them? Why couldn’t they be time-stamped? Why did DC change protocol just for these ballots? Why didn’t they want machines to process ballots that take images and force by hand only processing? Did USPS assist in ballot harvesting? More shenanigans I’ll save for another post, but a heavily Democrat-leaning federal agency like USPS shouldn’t be handling election ballots at all. Subpoena the supervisor emails and camera footage — before they’re destroyed. I have been messaging this information for years and witnesses this first hand. Harmeet K. Dhillon Carl Higbie FBI Director Kash Patel President Donald J. Trump Spencer Pratt Sidney Powell 🇺🇸 Attorney, Author, Gladiator Kari Lake

A big piece many aren’t aware of happened inside USPS. If ballots were sent to the wrong address and returned, here’s what USPS did in 2020 and 2022: Supervisors instructed clerks and drivers to separate all RTS ballots from other mail. They claimed “DC orders” required that these ballots not go back into the normal mail stream to be returned to sender. Supervisors then left with large hampers full of ballots at night. Where did they go? Standard protocol is that all incorrectly addressed mail is processed as RTS on machines with date stamps. Station mail is collected and sent back to the plant for automation. So why were these returned ballots separated out? Why didn’t the unused ballots go out on the regular warehouse truck with drivers? Where did supervisors take them? Why couldn’t they be time-stamped? Why did DC change protocol just for these ballots? Why didn’t they want machines to process ballots that take images and force by hand only processing? Did USPS assist in ballot harvesting? More shenanigans I’ll save for another post, but a heavily Democrat-leaning federal agency like USPS shouldn’t be handling election ballots at all. Subpoena the supervisor emails and camera footage — before they’re destroyed. I have been messaging this information for years and witnesses this first hand. Harmeet K. Dhillon Carl Higbie FBI Director Kash Patel President Donald J. Trump Spencer Pratt Sidney Powell 🇺🇸 Attorney, Author, Gladiator Kari Lake

Star S.⭐️⭐️⭐️⭐️⭐️

126,760 views • 1 month ago

In the remote areas of the Republic of Balochistan, farmers still plough their fields using oxen. The people of these regions work together in unity. For rain-fed agriculture, whenever the rains arrive and it is time to sow the Rabi crop, the farmers gather all of their oxen and jointly plough each other's fields. In this way, even very large tracts of land can be ploughed with ease. This collective practice of ploughing is called "Ashar" in the Balochi language. Under this tradition, farmers take turns working together to plough each other's land. It is a centuries-old custom that has been preserved from generation to generation. Likewise, when the crops ripen, the farmers of the entire area work together, helping one another with everything from harvesting to threshing. Even today, in the remote regions of the Republic of Balochistan, crops are irrigated solely by rainwater. Instead of using modern threshing machines, farmers still use oxen to separate the grain from wheat and rice crops. Do people in your area also come together and plough their fields in this way?

In the remote areas of the Republic of Balochistan, farmers still plough their fields using oxen. The people of these regions work together in unity. For rain-fed agriculture, whenever the rains arrive and it is time to sow the Rabi crop, the farmers gather all of their oxen and jointly plough each other's fields. In this way, even very large tracts of land can be ploughed with ease. This collective practice of ploughing is called "Ashar" in the Balochi language. Under this tradition, farmers take turns working together to plough each other's land. It is a centuries-old custom that has been preserved from generation to generation. Likewise, when the crops ripen, the farmers of the entire area work together, helping one another with everything from harvesting to threshing. Even today, in the remote regions of the Republic of Balochistan, crops are irrigated solely by rainwater. Instead of using modern threshing machines, farmers still use oxen to separate the grain from wheat and rice crops. Do people in your area also come together and plough their fields in this way?

Mir Yar Baloch

10,449 views • 25 days ago

Mass Effect fans sometimes call Drew Karpyshyn's departure one of Bioware's biggest mistakes. But a far less-known exit, that of Chris L'Etoile, had an arguaby worse impact. His vision for the Reapers was dropped last-minute, and it could've made Destroy a very unpopular ending. 🔴 In Reaper lore, there's often mention of "Harvesting". On rare occasions, Reapers, the Catalyst, and EDI use vague descriptors like "processing", "essence", and "preserving". But beyond that, the nature and details of Harvesting are never fleshed out, despite its key role in Reaper cycles. 🔵 After all, what exactly Reapers are and how they function has always been a debated topic in the fandom, due to the conflicting writing in Mass Effect 1, 2, and 3. 🟡 Chris L'Etoile, who was in charge of writing AI, had a more specific idea. See attached media for proof. Reapers are strictly machines, but they are merely a platform - a "bank" built with the purpose of hosting billions of people whose consciousness was digitalized and uploaded onto a neural network, complete with their personalities, experiences, and memories. Think Mikoshi from Cyberpunk, or the "Virtual Aliens" from Mass Effect's own lore. This was explained by EDI upon finding the Human-Reaper. Voice acting and WIP cutscenes were also done. After Chris left, his work was discarded except for Legion and EDI. 🟢 Going into Mass Effect 3, anyone can see how Chris' original vision could've added tons of depth and complexity to our antagonists. Each time a Reaper is destroyed, billions of uploaded minds are also killed. Whether these people are alive or not lets Mass Effect explore similar transhuman themes as Cyberpunk does with its engrams. The concept can be reinforced by having the Catalyst emphasize what he only hints at in the final game: That Reapers preserve all science/culture/technology. With digitalized people, they're total civilizational repositories. This all throws a wrench into the morality of Destroy. There've been tens of thousands of Reaper cycles. The Catalyst's form/voice can even change based on which uploaded civilization "holds the mic" at the moment. As a cherry on top, Chris' Reapers would've played nicely into ME3's existing exploration of whether AI is alive or not (e.g. EDI's character arc, and Geth during Rannoch). #MassEffect #bioware

Mass Effect fans sometimes call Drew Karpyshyn's departure one of Bioware's biggest mistakes. But a far less-known exit, that of Chris L'Etoile, had an arguaby worse impact. His vision for the Reapers was dropped last-minute, and it could've made Destroy a very unpopular ending. 🔴 In Reaper lore, there's often mention of "Harvesting". On rare occasions, Reapers, the Catalyst, and EDI use vague descriptors like "processing", "essence", and "preserving". But beyond that, the nature and details of Harvesting are never fleshed out, despite its key role in Reaper cycles. 🔵 After all, what exactly Reapers are and how they function has always been a debated topic in the fandom, due to the conflicting writing in Mass Effect 1, 2, and 3. 🟡 Chris L'Etoile, who was in charge of writing AI, had a more specific idea. See attached media for proof. Reapers are strictly machines, but they are merely a platform - a "bank" built with the purpose of hosting billions of people whose consciousness was digitalized and uploaded onto a neural network, complete with their personalities, experiences, and memories. Think Mikoshi from Cyberpunk, or the "Virtual Aliens" from Mass Effect's own lore. This was explained by EDI upon finding the Human-Reaper. Voice acting and WIP cutscenes were also done. After Chris left, his work was discarded except for Legion and EDI. 🟢 Going into Mass Effect 3, anyone can see how Chris' original vision could've added tons of depth and complexity to our antagonists. Each time a Reaper is destroyed, billions of uploaded minds are also killed. Whether these people are alive or not lets Mass Effect explore similar transhuman themes as Cyberpunk does with its engrams. The concept can be reinforced by having the Catalyst emphasize what he only hints at in the final game: That Reapers preserve all science/culture/technology. With digitalized people, they're total civilizational repositories. This all throws a wrench into the morality of Destroy. There've been tens of thousands of Reaper cycles. The Catalyst's form/voice can even change based on which uploaded civilization "holds the mic" at the moment. As a cherry on top, Chris' Reapers would've played nicely into ME3's existing exploration of whether AI is alive or not (e.g. EDI's character arc, and Geth during Rannoch). #MassEffect #bioware

Orikon

28,003 views • 1 month ago

I figure we've got about 7 years left until the vast majority of human jobs today are gone. The automation cliff represents a stark departure from how we typically think about automation happening gradually. Rather than a steady staircase of incremental improvements where humans slowly hand over control to machines, we're heading toward a precipitous drop where entire industries and job categories will transition from human to automated control virtually overnight. This cliff is becoming possible because of two key developments: humanoid robots that can seamlessly replace humans in physical tasks, and AI agents that can take over knowledge work through standard computer interfaces. Unlike previous waves of automation that required custom infrastructure and careful human oversight, these technologies are "drop-in" solutions - they can simply step into existing human roles and take over completely. The transformative power comes from eliminating the need for human involvement entirely. Partial automation often performs worse than either full human control or full automation, since managing the handoffs between human and machine creates new problems and cognitive burden. We've already seen this with systems like pharmaceutical manufacturing and agricultural harvesting, where removing humans from the loop actually improved performance dramatically. While technical complexity and economics have historically prevented this kind of complete automation, advanced AI and robotics are rapidly eliminating these barriers. Once these systems exceed human capabilities in strength, dexterity, and intelligence - which is already beginning to happen - we'll see wholesale replacement of human labor across industries, potentially within the next 5-7 years. This isn't the gradual automation story we've been telling ourselves. A cliff is coming, and we need to be ready for the profound economic and social changes it will bring.

I figure we've got about 7 years left until the vast majority of human jobs today are gone. The automation cliff represents a stark departure from how we typically think about automation happening gradually. Rather than a steady staircase of incremental improvements where humans slowly hand over control to machines, we're heading toward a precipitous drop where entire industries and job categories will transition from human to automated control virtually overnight. This cliff is becoming possible because of two key developments: humanoid robots that can seamlessly replace humans in physical tasks, and AI agents that can take over knowledge work through standard computer interfaces. Unlike previous waves of automation that required custom infrastructure and careful human oversight, these technologies are "drop-in" solutions - they can simply step into existing human roles and take over completely. The transformative power comes from eliminating the need for human involvement entirely. Partial automation often performs worse than either full human control or full automation, since managing the handoffs between human and machine creates new problems and cognitive burden. We've already seen this with systems like pharmaceutical manufacturing and agricultural harvesting, where removing humans from the loop actually improved performance dramatically. While technical complexity and economics have historically prevented this kind of complete automation, advanced AI and robotics are rapidly eliminating these barriers. Once these systems exceed human capabilities in strength, dexterity, and intelligence - which is already beginning to happen - we'll see wholesale replacement of human labor across industries, potentially within the next 5-7 years. This isn't the gradual automation story we've been telling ourselves. A cliff is coming, and we need to be ready for the profound economic and social changes it will bring.

David Shapiro (L/0)

24,217 views • 1 year ago

China’s construction tech is on another level! If you still picture construction sites with tones of workers swinging hammers, you’re officially stuck in the 90s. In China they’re out here building skyscrapers like it’s a speedrun challenge, with a tech stack that would make Silicon Valley jealous. AI-Powered Smart Sites Drones, IoT sensors, and AI are managing construction sites better than some human managers. Real-time safety alerts, automated progress tracking, and even predictive maintenance are standard tools, not fancy bonuses. Green Building Technologies Solar panels built into facades. Rainwater harvesting embedded into skyscrapers. Buildings that regulate their own temperature to save energy, not future dreams, but today’s standards. Robotics in Construction From brick-laying robots to rebar-tying machines, construction crews in China now have mechanical teammates with no lunch breaks, no grumbling. Welcome to Construction 2.0 (China Edition) Humans supervising, robots building! Gone are the days when a construction site meant a hundred+ guys with shovels. In China’s construction sites today, the machines are the real MVPs, humans mostly sip coffee and supervise. Bricklaying Human hands? Please. Robotic arms now lay bricks faster, straighter, and neater than your uncle’s weekend DIY projects. Some can lay 1,000+ bricks an hour and never ask for overtime. Excavation Remember digging trenches with shovels? That’s adorable. Now AI-guided autonomous excavators carve the earth with GPS-level precision while operators chill in air-conditioned control rooms. Concrete Pouring Giant robotic nozzles squeezing out entire building frames like they’re icing a wedding cake. Layers and layers, no sweat, no mess, no “oops, we need to redo that wall.” Welding You think shaky human hands are still melting steel together? Nah. Robot welders buzz and spark with perfect, tireless accuracy, even in places that are too risky for humans to reach. Inspection Sending humans to climb scaffolding 50 stories up? Very 2002. Now drones buzz around construction sites like paparazzi, scanning every beam, bolt, and brick, spotting defects before a human eye would even blink. Material Transport Why carry things manually when you can have self-driving forklifts and delivery bots moving steel, concrete, and pipes faster than an Amazon Prime truck? Site Monitoring Forget some guy in a neon vest wandering around with a clipboard. Today it’s AI-driven command centers tracking thousands of data points: worker safety, machinery health, material delivery schedules all from one giant screen. Project Planning Old: Paper blueprints and arguing architects. New: AI and BIM (Building Information Modeling) simulate the entire building in virtual reality before the first brick is even printed. This video shows how construction sites in China are now using robots to handle tasks like rebar placement, concrete pouring, and polishing, which has led to a 50% reduction in the workforce at some projects. The robots are proving to be more efficient, with one project's furnace robot achieving a 20% efficiency increase in just 5 days, saving 5% on labor costs. The construction company is developing even more advanced robots for future use as they work to improve smart construction technology for widespread real-time application. At China’s next-gen construction sites, humans don’t sweat, they strategize. Machines are not seen as luxury, they are seen as a necessity. Why does it matter? China is using 5G, AI, IoT, and robotics to build entire smart cities. And when the world comes looking for fast, sustainable, and scalable construction models… guess who’s already handing out the blueprints? Next time you hear: ‘Made in China,’ think bigger, it is: ‘Engineered for the future in China.’

China’s construction tech is on another level! If you still picture construction sites with tones of workers swinging hammers, you’re officially stuck in the 90s. In China they’re out here building skyscrapers like it’s a speedrun challenge, with a tech stack that would make Silicon Valley jealous. AI-Powered Smart Sites Drones, IoT sensors, and AI are managing construction sites better than some human managers. Real-time safety alerts, automated progress tracking, and even predictive maintenance are standard tools, not fancy bonuses. Green Building Technologies Solar panels built into facades. Rainwater harvesting embedded into skyscrapers. Buildings that regulate their own temperature to save energy, not future dreams, but today’s standards. Robotics in Construction From brick-laying robots to rebar-tying machines, construction crews in China now have mechanical teammates with no lunch breaks, no grumbling. Welcome to Construction 2.0 (China Edition) Humans supervising, robots building! Gone are the days when a construction site meant a hundred+ guys with shovels. In China’s construction sites today, the machines are the real MVPs, humans mostly sip coffee and supervise. Bricklaying Human hands? Please. Robotic arms now lay bricks faster, straighter, and neater than your uncle’s weekend DIY projects. Some can lay 1,000+ bricks an hour and never ask for overtime. Excavation Remember digging trenches with shovels? That’s adorable. Now AI-guided autonomous excavators carve the earth with GPS-level precision while operators chill in air-conditioned control rooms. Concrete Pouring Giant robotic nozzles squeezing out entire building frames like they’re icing a wedding cake. Layers and layers, no sweat, no mess, no “oops, we need to redo that wall.” Welding You think shaky human hands are still melting steel together? Nah. Robot welders buzz and spark with perfect, tireless accuracy, even in places that are too risky for humans to reach. Inspection Sending humans to climb scaffolding 50 stories up? Very 2002. Now drones buzz around construction sites like paparazzi, scanning every beam, bolt, and brick, spotting defects before a human eye would even blink. Material Transport Why carry things manually when you can have self-driving forklifts and delivery bots moving steel, concrete, and pipes faster than an Amazon Prime truck? Site Monitoring Forget some guy in a neon vest wandering around with a clipboard. Today it’s AI-driven command centers tracking thousands of data points: worker safety, machinery health, material delivery schedules all from one giant screen. Project Planning Old: Paper blueprints and arguing architects. New: AI and BIM (Building Information Modeling) simulate the entire building in virtual reality before the first brick is even printed. This video shows how construction sites in China are now using robots to handle tasks like rebar placement, concrete pouring, and polishing, which has led to a 50% reduction in the workforce at some projects. The robots are proving to be more efficient, with one project's furnace robot achieving a 20% efficiency increase in just 5 days, saving 5% on labor costs. The construction company is developing even more advanced robots for future use as they work to improve smart construction technology for widespread real-time application. At China’s next-gen construction sites, humans don’t sweat, they strategize. Machines are not seen as luxury, they are seen as a necessity. Why does it matter? China is using 5G, AI, IoT, and robotics to build entire smart cities. And when the world comes looking for fast, sustainable, and scalable construction models… guess who’s already handing out the blueprints? Next time you hear: ‘Made in China,’ think bigger, it is: ‘Engineered for the future in China.’

Evrim Kanbur

71,826 views • 1 year ago

🚨MEMESCOPE MONDAY WARNING🚨 Yes, I am that guy again. And that is exactly why big accounts hate me. Tomorrow, March 30, Solana CT will dress this up as "the biggest liquidity event on the timeline". What it really means is simple. A mass scale feeding event for bots, bundlers, insiders, and serial grifters. Memescope is not a safety tool, not alpha. It is not due diligence. It is just a faster conveyor belt for fresh garbage. We all know around 98.6% of Pumpfun tokens and 93% of Raydium pools showed signs of fraud, manipulation, or rug mechanics. The machines gets paid no matter how many people get slaughtered. The social layer is no better. CoinWire analyzed 1,567 memecoins promoted by 377 X influencers. 76% of those influencers promoted dead memecoins. MASTR research thinks this number is likely 95%. 86% of the coins they pushed lost 90% of their value fast. Many do not even need that long. They die in hours. Sometimes minutes. So what should you expect tomorrow? Bundled launches. Fake hype. Snipers. Fake momentum. Insider unloading. Fast rugs. Paid shills. Fake excitement from people who need your money more than you need their lies. If you are buying because a chart is green, because some KOL is barking, or because a platform screams 0% fees..... .....you are the exit liquidity. That is the whole model. The house gets paid first. The scammers rotate. Retail gets stripped for parts. Check wallet concentration. Check linked wallets. Check liquidity. Check holder distribution. Check bundling patterns. If you cannot verify it, do not touch it. My recommendation is the same as always. If you are not desperate enough to willingly feed a scam machine, keep your hands off this filth and support real builders. Memescope Monday is not a festival of alpha but a public harvesting operation. Like and repost this so fewer people walk into the slaughterhouse smiling.

🚨MEMESCOPE MONDAY WARNING🚨 Yes, I am that guy again. And that is exactly why big accounts hate me. Tomorrow, March 30, Solana CT will dress this up as "the biggest liquidity event on the timeline". What it really means is simple. A mass scale feeding event for bots, bundlers, insiders, and serial grifters. Memescope is not a safety tool, not alpha. It is not due diligence. It is just a faster conveyor belt for fresh garbage. We all know around 98.6% of Pumpfun tokens and 93% of Raydium pools showed signs of fraud, manipulation, or rug mechanics. The machines gets paid no matter how many people get slaughtered. The social layer is no better. CoinWire analyzed 1,567 memecoins promoted by 377 X influencers. 76% of those influencers promoted dead memecoins. MASTR research thinks this number is likely 95%. 86% of the coins they pushed lost 90% of their value fast. Many do not even need that long. They die in hours. Sometimes minutes. So what should you expect tomorrow? Bundled launches. Fake hype. Snipers. Fake momentum. Insider unloading. Fast rugs. Paid shills. Fake excitement from people who need your money more than you need their lies. If you are buying because a chart is green, because some KOL is barking, or because a platform screams 0% fees..... .....you are the exit liquidity. That is the whole model. The house gets paid first. The scammers rotate. Retail gets stripped for parts. Check wallet concentration. Check linked wallets. Check liquidity. Check holder distribution. Check bundling patterns. If you cannot verify it, do not touch it. My recommendation is the same as always. If you are not desperate enough to willingly feed a scam machine, keep your hands off this filth and support real builders. Memescope Monday is not a festival of alpha but a public harvesting operation. Like and repost this so fewer people walk into the slaughterhouse smiling.

MASTR

103,401 views • 4 months ago

Elon Musk just showed you the machine that will power the rest of human history. The world is convinced we are running out of energy. The grid is cracking. AI is consuming power faster than anyone can produce it. Governments are pouring billions into holes in the ground to burn whatever is left. Musk pointed at the sky. Musk: “With the Starlink satellite network, there’s 7,000 satellites orbiting the Earth, and all they use is solar panels and a battery.” 7,000 machines. Circling the planet at 17,000 miles per hour. In the most hostile environment humans have ever operated in. No grid. No supply chain. No second chance. If you lose power in orbit, you are dead. And every single one of them runs on two components. A sheet of glass that catches a star. And a battery that holds it. That is not a theory. That is 7,000 proof points screaming the same answer from low Earth orbit. Now he is pulling that exact architecture down to the surface. Musk: “Eventually, it might be like 90% or more of all power on Earth will be solar panels with batteries.” Every institution on Earth will tell you this is impossible. The grid is too complex. Base load demands something burning at all times. Musk: “My predictions have a pretty good track record.” Now zoom out. For ten thousand years, civilization ran on death. We burned dead wood. Dead plants. Dead organisms crushed into oil across millions of years. Every watt of power the modern world has ever used was ripped from something dead and buried in the dark. That era is ending. We are about to disconnect civilization from the ground beneath it. Stop digging for fuel. Start harvesting the fusion reactor that has been burning 93 million miles above us for 4.6 billion years. We were never running out of energy. We were looking down when the answer was up.

Elon Musk just showed you the machine that will power the rest of human history. The world is convinced we are running out of energy. The grid is cracking. AI is consuming power faster than anyone can produce it. Governments are pouring billions into holes in the ground to burn whatever is left. Musk pointed at the sky. Musk: “With the Starlink satellite network, there’s 7,000 satellites orbiting the Earth, and all they use is solar panels and a battery.” 7,000 machines. Circling the planet at 17,000 miles per hour. In the most hostile environment humans have ever operated in. No grid. No supply chain. No second chance. If you lose power in orbit, you are dead. And every single one of them runs on two components. A sheet of glass that catches a star. And a battery that holds it. That is not a theory. That is 7,000 proof points screaming the same answer from low Earth orbit. Now he is pulling that exact architecture down to the surface. Musk: “Eventually, it might be like 90% or more of all power on Earth will be solar panels with batteries.” Every institution on Earth will tell you this is impossible. The grid is too complex. Base load demands something burning at all times. Musk: “My predictions have a pretty good track record.” Now zoom out. For ten thousand years, civilization ran on death. We burned dead wood. Dead plants. Dead organisms crushed into oil across millions of years. Every watt of power the modern world has ever used was ripped from something dead and buried in the dark. That era is ending. We are about to disconnect civilization from the ground beneath it. Stop digging for fuel. Start harvesting the fusion reactor that has been burning 93 million miles above us for 4.6 billion years. We were never running out of energy. We were looking down when the answer was up.

Dustin

35,389 views • 3 months ago

From Maharashtra to the World: John Deere’s Smart Revolution in the Agriculture Sector! In 2016, a visit to John Deere marked the beginning of a meaningful and promising association. What began as an exploration of a CSR initiative in education quickly revealed a company deeply anchored in values and a strong commitment to inclusive growth. These values have not only driven impactful progress across Maharashtra and India but have resonated globally. It was, therefore, a great pleasure to inaugurate the John Deere Intelligent Solutions Group (ISG) facility at Sanaswadi, Pune—a testament to the company's continued innovation, purpose-led growth, and global vision. A key reason behind this success has been the bold decision to employ 70% women in the workforce—truly a shining example of Nari Shakti powering growth. John Deere stands as a model of what our Hon PM Narendra Modi Ji envisions: Make in India, Design in India, and Make for the World. This one unit reflects all 3 pillars. Nearly 95% of the company’s sourcing happens within India, with 85% from Maharashtra alone. From here, products reach 9 countries, and 80% of revenue now comes from exports—truly, 'Make for the World' in action. Even more noteworthy is that design and validation work is happening locally, harnessing the power of Indian innovation. Smart solutions for farmers—from soil prep to sowing, nurturing, and harvesting—are all driven by cutting-edge technology developed here. In times of climate change, where agriculture faces immense challenges, companies like John Deere are providing precision tools powered by AI, redefining Indian agriculture. AI-led machines are helping farmers boost productivity and adopt sustainable methods. Recently, an agri-Hackathon held in Pune showcased several innovative ideas by young minds. Companies like John Deere are perfectly positioned to nurture such ideas, helping turn them into practical, farmer-ready tools. In a rapidly changing world where products become outdated in months, staying ahead through constant innovation is key. This spirit of agility and future-readiness is what makes John Deere stand out. And as innovation continues, there’s keen anticipation for the next chapter—wherever it unfolds in Maharashtra. Rajesh ji Sinha, MD & CEO, India and senior officials of John Deere were present. Narendra Modi John Deere USA #Maharashtra #11YearsOfSashaktNari #FarmTechRevolution

From Maharashtra to the World: John Deere’s Smart Revolution in the Agriculture Sector! In 2016, a visit to John Deere marked the beginning of a meaningful and promising association. What began as an exploration of a CSR initiative in education quickly revealed a company deeply anchored in values and a strong commitment to inclusive growth. These values have not only driven impactful progress across Maharashtra and India but have resonated globally. It was, therefore, a great pleasure to inaugurate the John Deere Intelligent Solutions Group (ISG) facility at Sanaswadi, Pune—a testament to the company's continued innovation, purpose-led growth, and global vision. A key reason behind this success has been the bold decision to employ 70% women in the workforce—truly a shining example of Nari Shakti powering growth. John Deere stands as a model of what our Hon PM Narendra Modi Ji envisions: Make in India, Design in India, and Make for the World. This one unit reflects all 3 pillars. Nearly 95% of the company’s sourcing happens within India, with 85% from Maharashtra alone. From here, products reach 9 countries, and 80% of revenue now comes from exports—truly, 'Make for the World' in action. Even more noteworthy is that design and validation work is happening locally, harnessing the power of Indian innovation. Smart solutions for farmers—from soil prep to sowing, nurturing, and harvesting—are all driven by cutting-edge technology developed here. In times of climate change, where agriculture faces immense challenges, companies like John Deere are providing precision tools powered by AI, redefining Indian agriculture. AI-led machines are helping farmers boost productivity and adopt sustainable methods. Recently, an agri-Hackathon held in Pune showcased several innovative ideas by young minds. Companies like John Deere are perfectly positioned to nurture such ideas, helping turn them into practical, farmer-ready tools. In a rapidly changing world where products become outdated in months, staying ahead through constant innovation is key. This spirit of agility and future-readiness is what makes John Deere stand out. And as innovation continues, there’s keen anticipation for the next chapter—wherever it unfolds in Maharashtra. Rajesh ji Sinha, MD & CEO, India and senior officials of John Deere were present. Narendra Modi John Deere USA #Maharashtra #11YearsOfSashaktNari #FarmTechRevolution

Devendra Fadnavis

88,896 views • 1 year ago

David Cross, a Georgia investment manager, gave sworn testimony exposing the calculated theft of the 2020 election in Fulton County, Georgia. Massive, statistically impossible vote spikes hit 4 battleground states simultaneously synchronized, identical patterns no natural vote count could EVER possibly produce. In Michigan and Wisconsin, impossible vote dumps flooded in past midnight when everyone was sleeping. In Michigan, one batch delivered 141,000 votes to Biden against just 5,900 for Trump. Wisconsin mirrored the same pattern with 143,000 to Biden, 25,000 to Trump. These weren't gradual tallies, they were algorithmic dumps defying every statistical normalcy of voter behavior. The Secretary of State stonewalled showing original timestamped data from the feed data that citizens demanded for transparency. Why hide it if nothing was rigged? At Fulton County's World Congress Center recount, scanners raced ballots by WAY too fast to monitor, making it impossible to monitor meaningfully, with visibility of the monitors obstructed. 9 unsecured black ballot totes sat without required red locking tabs, with zippers gaping open on the floor. There was potentially 15,000+ unaccounted absentee ballots, enough to flip the entire certification. Fulton county's certification hung by a thread as 2 board members voted against it. No Fulton certification means no Georgia certification. David explained there was organized harvesting as Bernard Talmadge's Operations Group and Ardley Group known players were caught in Indiana, but charges were dropped as "not affecting outcomes." Workers being paid $75 per batch, quotas demanding 1 ballot every 6 minutes door-to-door, physically impossible without fabrication. FEC records show his entities absorbed $9.1 million for field operations, one-third from the Democrat National Convention DIRECTLY! Checks from multiple shell accounts bear identical signatures, routing, account numbers which shows evidence of blatant laundering. A circulating video shows a Chinese printer bragging of their capability to make 5 million fake ballots, only magnetic ink as the barrier. Forensic tests on paper composition and ink should absolutely be performed. Evidence points to coordinated election interference with midnight dumps, unsecured chains, paid harvesters, foreign intervention and machines primed for manipulation. Fulton County's recent admissions of 315,000 uncertified early votes only confirms the rigged election we all called out as it was unfolding in real time. This is war on our Republic. The steal was real and Patriots see it. We demand forensic audits, magnetic ink tests and chain-of-custody enforcement! No more silence, no more stolen elections for globalists to destroy our futures!

David Cross, a Georgia investment manager, gave sworn testimony exposing the calculated theft of the 2020 election in Fulton County, Georgia. Massive, statistically impossible vote spikes hit 4 battleground states simultaneously synchronized, identical patterns no natural vote count could EVER possibly produce. In Michigan and Wisconsin, impossible vote dumps flooded in past midnight when everyone was sleeping. In Michigan, one batch delivered 141,000 votes to Biden against just 5,900 for Trump. Wisconsin mirrored the same pattern with 143,000 to Biden, 25,000 to Trump. These weren't gradual tallies, they were algorithmic dumps defying every statistical normalcy of voter behavior. The Secretary of State stonewalled showing original timestamped data from the feed data that citizens demanded for transparency. Why hide it if nothing was rigged? At Fulton County's World Congress Center recount, scanners raced ballots by WAY too fast to monitor, making it impossible to monitor meaningfully, with visibility of the monitors obstructed. 9 unsecured black ballot totes sat without required red locking tabs, with zippers gaping open on the floor. There was potentially 15,000+ unaccounted absentee ballots, enough to flip the entire certification. Fulton county's certification hung by a thread as 2 board members voted against it. No Fulton certification means no Georgia certification. David explained there was organized harvesting as Bernard Talmadge's Operations Group and Ardley Group known players were caught in Indiana, but charges were dropped as "not affecting outcomes." Workers being paid $75 per batch, quotas demanding 1 ballot every 6 minutes door-to-door, physically impossible without fabrication. FEC records show his entities absorbed $9.1 million for field operations, one-third from the Democrat National Convention DIRECTLY! Checks from multiple shell accounts bear identical signatures, routing, account numbers which shows evidence of blatant laundering. A circulating video shows a Chinese printer bragging of their capability to make 5 million fake ballots, only magnetic ink as the barrier. Forensic tests on paper composition and ink should absolutely be performed. Evidence points to coordinated election interference with midnight dumps, unsecured chains, paid harvesters, foreign intervention and machines primed for manipulation. Fulton County's recent admissions of 315,000 uncertified early votes only confirms the rigged election we all called out as it was unfolding in real time. This is war on our Republic. The steal was real and Patriots see it. We demand forensic audits, magnetic ink tests and chain-of-custody enforcement! No more silence, no more stolen elections for globalists to destroy our futures!

Bridgett Fertig

16,167 views • 4 months ago