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🇨🇳Rapid Embark Under Live Rotors The drill is the point. Two transports sit on the tarmac with rotors already turning. A squad runs the painted lines, hits the rear ramp, and disappears inside while a third helicopter works the air above them; low pass, hover, orbit, then another pass.... Engines stay hot. The overwatch bird never lands. The ground team is in and the pad is already the next movement. Southern hills in the background, taxiway 05 marked, the whole loop filmed as one take. PLA trains a lift; board under turning blades, cover from the air, leave nothing sitting still. Always ready. China knows its priority building real defense for the people! Not war! #RapidEmbark #LiveRotors #PLA #PLAAF #ArmyAviation #AirAssault #AlwaysReady #PLAAlwaysStayReady #AmazingChina #PeopleFirst #NotWar #ChinaFirst #NoEndlessWarsshow more

GeoPaul626

2,357 subscribers

40,533 次观看 • 3 天前 •via X (Twitter)

科学技术新闻政治

Anya Rossi• Live Now

Private livecam show

3 条评论

Wimski 的头像

Wimski3 天前

You’re proud of getting troops onto a parked helicopter. 🤣

GeoPaul626 的头像

GeoPaul6263 天前

😂

OldGruntHatesCommies 的头像

OldGruntHatesCommies3 天前

It’s faster to enter from both sides. Maybe by the 2030’s China will have that capability

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GeoPaul626

24,035 次观看 • 1 个月前

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GeoPaul626

11,608 次观看 • 1 个月前

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GeoPaul626

19,530 次观看 • 11 天前

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GeoPaul626

11,993 次观看 • 18 天前

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GeoPaul626

24,558 次观看 • 14 天前

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GeoPaul626

17,189 次观看 • 1 个月前

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GeoPaul626

18,039 次观看 • 5 天前

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GeoPaul626

30,522 次观看 • 18 天前

🇨🇳81192 Still Answers Every April 1 Every April 1, people across China still call one tail number that never came home. On April 1, 2001 a US Navy EP-3 electronic reconnaissance aircraft entered China’s coastal airspace near Hainan. Hero and Martyr Wang Wei, squadron leader of the Second Flight Brigade of PLAN Aviation, and his wingman Zhao Yu each took a J-8II up to intercept and track it. During the close intercept the American aircraft broke flight rules and turned sharply. Wang Wei’s fighter was struck and damaged. He reported the controls failing and tried to save the jet. Zhao Yu ordered him to eject and called: “81192, please return to base immediately.” Wang Wei answered; received, I can no longer return. You continue ahead. Repeat, you continue ahead. The J-8II went into the South China Sea. Hero and martyr Wang Wei was 33. Since that day the call has not stopped. 81192 is the aircraft number, the memorial, and the line passed to every pilot who flies the same coast; defend the airspace, keep going, build your own aircraft so the next intercept is not flown in someone else’s shadow. China knows its priority building real defense for the people! Not war! #WangWei #MartyrWangWei #HeroWangWei #HainanIncident #J8II #PLANAF #ChinaMilitary #PLA #AmazingChina #PeopleFirst #NotWar #ChinaFirst #NoEndlessWars #BuildForThePeople #PeaceThroughStrength #ProtectThePeople #ReadyNotInvading

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GeoPaul626

16,926 次观看 • 6 天前

Absolutely wild footage, this is a real world engine failure in a MD500 (Think Magnum P.I. helicopter) over Kauai, Hawaii out on a tour flight. You’ll probably have to watch this a few times but the video starts out with the helicopter under power and then the engine sound goes silent. The beeping you hear is the engine-out audio beep to inform the pilot that engine power has been lost. This maneuver that pilot is doing is called a Autorotation and the way to think about helicopter flight, the engine is turning this big fan (rotor blades) on top of the body and sucking in air from the top and projecting it downward to overcome the force of gravity. When engine power is lost, you experience a reverse in airflow because now gravity takes over and the air flow is coming from the bottom of the main rotor disk. The only thing the pilot can really do is to make sure the rotors keep spinning by changing the pitch of the rotor blades through the use of the “collective” which is a lever next to the pilot’s left leg and it only moves up and down. The pilot has to manipulate the collective during an auto rotation to make sure the blades keep spinning. If the pilot pulls up too much on the collective, the rotor blades will bite too much of air causing a resistance and slow the rotors down. If the pilot doesn’t pull enough collective.. the blades will speed up and potentially cause a catastrophic failure. The other control the pilot has is called the cyclic. This cyclic sits between the pilots legs and and manipulates individual pitch of the rotor blades to tilt the rotor disk aka “big fan” and make the helicopter go forward, backwards, left, right. So essentially in this type of emergency, you have to manipulate the controls in a delicate balance because no matter what, gravity is taking you to the ground because the engine is no longer producing power. The pilot did an outstanding job here given the geography and limited amount of flat terrain to put the helicopter on the ground. Thankfully it sounds like no souls were lost and only one injury according to a news report (see the link below)👇 Of course there is a lot more to helicopter aerodynamics but I’m trying my best to put this in simpler to digest terms. Big thanks to Combat Learjet for sharing and definitely worth a follow!

Absolutely wild footage, this is a real world engine failure in a MD500 (Think Magnum P.I. helicopter) over Kauai, Hawaii out on a tour flight. You’ll probably have to watch this a few times but the video starts out with the helicopter under power and then the engine sound goes silent. The beeping you hear is the engine-out audio beep to inform the pilot that engine power has been lost. This maneuver that pilot is doing is called a Autorotation and the way to think about helicopter flight, the engine is turning this big fan (rotor blades) on top of the body and sucking in air from the top and projecting it downward to overcome the force of gravity. When engine power is lost, you experience a reverse in airflow because now gravity takes over and the air flow is coming from the bottom of the main rotor disk. The only thing the pilot can really do is to make sure the rotors keep spinning by changing the pitch of the rotor blades through the use of the “collective” which is a lever next to the pilot’s left leg and it only moves up and down. The pilot has to manipulate the collective during an auto rotation to make sure the blades keep spinning. If the pilot pulls up too much on the collective, the rotor blades will bite too much of air causing a resistance and slow the rotors down. If the pilot doesn’t pull enough collective.. the blades will speed up and potentially cause a catastrophic failure. The other control the pilot has is called the cyclic. This cyclic sits between the pilots legs and and manipulates individual pitch of the rotor blades to tilt the rotor disk aka “big fan” and make the helicopter go forward, backwards, left, right. So essentially in this type of emergency, you have to manipulate the controls in a delicate balance because no matter what, gravity is taking you to the ground because the engine is no longer producing power. The pilot did an outstanding job here given the geography and limited amount of flat terrain to put the helicopter on the ground. Thankfully it sounds like no souls were lost and only one injury according to a news report (see the link below)👇 Of course there is a lot more to helicopter aerodynamics but I’m trying my best to put this in simpler to digest terms. Big thanks to Combat Learjet for sharing and definitely worth a follow!

Thenewarea51

5,859,628 次观看 • 2 年前

For 30 years, Japan fought one enemy above all others. The deflationary mindset. Three decades of a culture that hoards cash and waits, while nothing moves and nothing grows. So now the central bank is doing something deliberate. It is choosing to look reckless with the currency. And that quietly flips the whole game. If you sit in yen, you are already losing. Cash is taking a hit, and cash is never supposed to take a hit. That is the part most people miss. When the bank makes cash risky on purpose, the safe asset becomes the dangerous one. Sit still and you lose. That is the signal being sent, and it is aimed straight at anyone still hiding in cash.

For 30 years, Japan fought one enemy above all others. The deflationary mindset. Three decades of a culture that hoards cash and waits, while nothing moves and nothing grows. So now the central bank is doing something deliberate. It is choosing to look reckless with the currency. And that quietly flips the whole game. If you sit in yen, you are already losing. Cash is taking a hit, and cash is never supposed to take a hit. That is the part most people miss. When the bank makes cash risky on purpose, the safe asset becomes the dangerous one. Sit still and you lose. That is the signal being sent, and it is aimed straight at anyone still hiding in cash.

Jeffrey P. Snider

31,931 次观看 • 1 个月前

🇨🇳J-20 Sky Maneuvers Leave Spectators Speechless(Part 1) China’s J-20 Mighty Dragon dominates the skies with breathtaking high-G turns, unique nose-pointing rolls, high-angle-of-attack climbs, and precise formation flying. At airshows and training flights, the stealth fighter shows outstanding agility that few expect from a large fifth-generation platform; tight turns, vertical climbs, and controlled rolls that prove its combat readiness. Power, precision, and pure sky dominance. China knows its priority building unmatched air power for the people! Not war! #J20 #MightyDragon #SkyManeuver #StealthFighter #PLA #AirForce #ChinaMilitary #AmazingChina #PeopleFirst #Aerospace

🇨🇳J-20 Sky Maneuvers Leave Spectators Speechless(Part 1) China’s J-20 Mighty Dragon dominates the skies with breathtaking high-G turns, unique nose-pointing rolls, high-angle-of-attack climbs, and precise formation flying. At airshows and training flights, the stealth fighter shows outstanding agility that few expect from a large fifth-generation platform; tight turns, vertical climbs, and controlled rolls that prove its combat readiness. Power, precision, and pure sky dominance. China knows its priority building unmatched air power for the people! Not war! #J20 #MightyDragon #SkyManeuver #StealthFighter #PLA #AirForce #ChinaMilitary #AmazingChina #PeopleFirst #Aerospace

GeoPaul626

24,154 次观看 • 1 个月前

Strange sighting from my helicopter while traveling back from Skinwalker Ranch… There is a very remote hidden lake in the High Uintahs with reports of a prehistoric lake creature that survived. When I was first told of this place years ago, it was with a story that the Native Americans referred to the location as “Dinosaur Lake”. On our first pass flying over the lake it was absolutely still…but on our second pass, we were totally caught off guard by huge sudden movement in the lake and a fast moving trail in its wake. Upon turning the helicopter around, we saw another movement & trailing wake on the other side of the lake - it appears there were potentially two of “them”. My brother & pilot Cameron Fugal and I remained intrigued. Here’s the video:

Strange sighting from my helicopter while traveling back from Skinwalker Ranch… There is a very remote hidden lake in the High Uintahs with reports of a prehistoric lake creature that survived. When I was first told of this place years ago, it was with a story that the Native Americans referred to the location as “Dinosaur Lake”. On our first pass flying over the lake it was absolutely still…but on our second pass, we were totally caught off guard by huge sudden movement in the lake and a fast moving trail in its wake. Upon turning the helicopter around, we saw another movement & trailing wake on the other side of the lake - it appears there were potentially two of “them”. My brother & pilot Cameron Fugal and I remained intrigued. Here’s the video:

Brandon Fugal

5,357,694 次观看 • 1 年前

🇨🇳J-36 Aerial Teleport🤙 China’s sixth-generation J-36 just pulled off a jaw-dropping high-agility maneuver that looks straight out of science fiction. In this slowed-down footage, the tailless three-engine prototype rapidly changes direction and altitude, creating the illusion of instantaneous displacement in the sky, what Chinese netizens call “空中瞬移”. Despite its large flying-wing design, the advanced flight controls and thrust vectoring deliver extreme maneuverability few believed a tailless aircraft could achieve. From first flight to rapid prototype testing, the J-36 keeps proving China’s next-gen airpower is real and advancing fast. China knows its priority building advanced defense capabilities for the people! Not war! #J36 #歼36 #SixthGen #ChinaMilitary #StealthFighter #AerialManeuver #AmazingChina #PeopleFirst #PLAAF #NextGenFighter

🇨🇳J-36 Aerial Teleport🤙 China’s sixth-generation J-36 just pulled off a jaw-dropping high-agility maneuver that looks straight out of science fiction. In this slowed-down footage, the tailless three-engine prototype rapidly changes direction and altitude, creating the illusion of instantaneous displacement in the sky, what Chinese netizens call “空中瞬移”. Despite its large flying-wing design, the advanced flight controls and thrust vectoring deliver extreme maneuverability few believed a tailless aircraft could achieve. From first flight to rapid prototype testing, the J-36 keeps proving China’s next-gen airpower is real and advancing fast. China knows its priority building advanced defense capabilities for the people! Not war! #J36 #歼36 #SixthGen #ChinaMilitary #StealthFighter #AerialManeuver #AmazingChina #PeopleFirst #PLAAF #NextGenFighter

GeoPaul626

130,948 次观看 • 1 个月前

🚨 UPDATE: The widow of one person killed in the Miami Amazon Air crash is suing Amazon and the two pilots, alleging a faulty aircraft helped cause the disaster. NTSB is releasing new video of the crash scene. Reports say the plane landed about 46 miles per hour above recommended speed before hitting two vehicles and catching fire at Miami International. DEMAND EVERY ANSWER. Amazon says its thoughts are with the victims’ families and that it is cooperating with investigators. The cause is still under investigation. Five people from a cleaning crew already died in that overrun. Families deserve truth, not spin. Follow the black boxes. Follow the lawsuit. Get the full report.

🚨 UPDATE: The widow of one person killed in the Miami Amazon Air crash is suing Amazon and the two pilots, alleging a faulty aircraft helped cause the disaster. NTSB is releasing new video of the crash scene. Reports say the plane landed about 46 miles per hour above recommended speed before hitting two vehicles and catching fire at Miami International. DEMAND EVERY ANSWER. Amazon says its thoughts are with the victims’ families and that it is cooperating with investigators. The cause is still under investigation. Five people from a cleaning crew already died in that overrun. Families deserve truth, not spin. Follow the black boxes. Follow the lawsuit. Get the full report.

Gunther Eagleman™

48,945 次观看 • 2 天前

$Everyone who chased $TAO at 276 is now watching it in the red and wondering if the move is over. It is not. It is doing the one thing a real breakout is supposed to do. Price ran to 276, then pulled back into 252. That is not weakness. That is the retest. The level that has to hold: 252 That is the 0.382 of this whole leg, and price is sitting right on it. Hold this zone on daily closes and the pullback is just the trend catching its breath. The line under it that still keeps bulls in control: 238 The 0.618 golden pocket. As long as dips get bought between here and there, the higher low structure stays intact and the uptrend is fine. Where it goes if the retest holds: 276, then open air Reclaim the highs and the last overhead from spring is the only thing left in the way. What actually breaks it: 238 A daily close back below it fills the gap toward 214 and turns the whole breakout into a fake. That is the invalidation. Not a red candle. A close under the pocket. Here is the part most people miss. RSI cooled from overbought to the low 60s while price only gave back a fraction of the move. Momentum reset without the trend breaking. That is the healthiest thing a chart can do after a vertical leg. The breakout was the easy part to post. The retest is the part that decides who was actually right.$

Everyone who chased $TAO at 276 is now watching it in the red and wondering if the move is over. It is not. It is doing the one thing a real breakout is supposed to do. Price ran to 276, then pulled back into 252. That is not weakness. That is the retest. The level that has to hold: 252 That is the 0.382 of this whole leg, and price is sitting right on it. Hold this zone on daily closes and the pullback is just the trend catching its breath. The line under it that still keeps bulls in control: 238 The 0.618 golden pocket. As long as dips get bought between here and there, the higher low structure stays intact and the uptrend is fine. Where it goes if the retest holds: 276, then open air Reclaim the highs and the last overhead from spring is the only thing left in the way. What actually breaks it: 238 A daily close back below it fills the gap toward 214 and turns the whole breakout into a fake. That is the invalidation. Not a red candle. A close under the pocket. Here is the part most people miss. RSI cooled from overbought to the low 60s while price only gave back a fraction of the move. Momentum reset without the trend breaking. That is the healthiest thing a chart can do after a vertical leg. The breakout was the easy part to post. The retest is the part that decides who was actually right.

2xnmore

20,433 次观看 • 2 天前

REAL HITTERS. REAL MOVEMENT. REAL TEACHING. 1/ Will Clark — Bottom Hand + Shoulder Angle = The Down Comes First Clark explains the bottom arm works with the shoulders on the down. That’s posture. That’s angle. That’s barrel organization. • High tire / high tee • The down organizes the up • Movement creates path Not cues movement. 2/ Mookie Betts — Shoulders Stay Above the Ball Mookie explains keeping the shoulders above the ball is what lets the rear elbow match plane. • Shoulders set the plane • Rear elbow gets on plane through posture • High-tire work reinforces it Not “turn the barrel early.” Movement creates plane → plane creates path. 3/ Will Clark (Again) — Dusty Baker: “Take Your Rear Hip to the Ball” That’s femur action: down → in → under. Same pattern as the throw. No spinning. No artificial torque. Just human movement sequencing. 4/ Jeff Kent — Oppo Walk-Throughs Reveal Direction Kent wasn’t doing a gimmick. He was showing pure direction under momentum: • posture stable • direction honest • top-hand release real • body organized Elite hitters move with direction, not against it. 5/ Nolan Arenado — Nose Down, Eye Down, Torso Completing Arenado is positional integrity: • nose down through contact • backside eye down the line • shoulders matching pitch plane • torso completing around center mass • rear hip + rear elbow staying connected He’s not repeating a swing he’s repeating movement sequencing. 6/ Mike Trout — Top-Hand Release Into Dab Finish Low pitch = top-hand dab by the ear because his body created the natural up. Not tilt. Not manipulation. The sequence finishes itself. 7/ Shohei Ohtani — The Clearest Example of Force Coupling on Earth Ohtani is biomechanics in HD: • pelvis gaining ground • torso stacking over front side • rear glute throwing the body forward • rear knee turning down → in → under • rear lat anchoring the hands • backside crashing into a braced front side That collision IS force coupling. It transfers all the stored energy into the ball. No leaks. No wasted power. Power comes from movement, not cues. The body creates the swing the swing never creates the body. 8/ Adrian Beltre — Knee Down, Femur Action, True Natural Up Beltre on a low pitch is a biomechanics lecture: • knee works down • femur turns down → up • torso turns deeper behind the ball • rear hip + torso stay connected • lift comes from turning UNDER and BEHIND the pitch No fake tilt. No dragging. No hand manipulation. Natural lift is a movement outcome, not a cue. 9/ Alex Bregman — The Miss Tells the Truth On a miss he still shows elite control: • heel-to-toe • back shoulder to cheek • rear foot stable • torso stacked • posture balanced If a hitter can control chaos, the movement is real. 10/ Frank Thomas — Top-Hand Release + Back-Foot Release Direction and posture decide release. Not cues. Not drills. Just pure human movement. THE TRUTH THE INDUSTRY IGNORES Everything hitters need is right in front of them if you study movement not just the swing. The swing is the final 30%. The other 70% is: • shoulder angles • femur action • ground-force anticipation • center-mass control • torso completion • force coupling • front-side bracing • rear-lat anchoring That’s the REAL engine of elite hitting. Most instructors: ✓ study the swing ✗ ignore the movement So they miss: • how the down organizes the up • how posture sets plane • how the femur organizes direction • how the pelvis gains ground • how the torso completes • how force coupling transfers energy • how adjustability is created If you don’t study movement, you will never understand hitting.

REAL HITTERS. REAL MOVEMENT. REAL TEACHING. 1/ Will Clark — Bottom Hand + Shoulder Angle = The Down Comes First Clark explains the bottom arm works with the shoulders on the down. That’s posture. That’s angle. That’s barrel organization. • High tire / high tee • The down organizes the up • Movement creates path Not cues movement. 2/ Mookie Betts — Shoulders Stay Above the Ball Mookie explains keeping the shoulders above the ball is what lets the rear elbow match plane. • Shoulders set the plane • Rear elbow gets on plane through posture • High-tire work reinforces it Not “turn the barrel early.” Movement creates plane → plane creates path. 3/ Will Clark (Again) — Dusty Baker: “Take Your Rear Hip to the Ball” That’s femur action: down → in → under. Same pattern as the throw. No spinning. No artificial torque. Just human movement sequencing. 4/ Jeff Kent — Oppo Walk-Throughs Reveal Direction Kent wasn’t doing a gimmick. He was showing pure direction under momentum: • posture stable • direction honest • top-hand release real • body organized Elite hitters move with direction, not against it. 5/ Nolan Arenado — Nose Down, Eye Down, Torso Completing Arenado is positional integrity: • nose down through contact • backside eye down the line • shoulders matching pitch plane • torso completing around center mass • rear hip + rear elbow staying connected He’s not repeating a swing he’s repeating movement sequencing. 6/ Mike Trout — Top-Hand Release Into Dab Finish Low pitch = top-hand dab by the ear because his body created the natural up. Not tilt. Not manipulation. The sequence finishes itself. 7/ Shohei Ohtani — The Clearest Example of Force Coupling on Earth Ohtani is biomechanics in HD: • pelvis gaining ground • torso stacking over front side • rear glute throwing the body forward • rear knee turning down → in → under • rear lat anchoring the hands • backside crashing into a braced front side That collision IS force coupling. It transfers all the stored energy into the ball. No leaks. No wasted power. Power comes from movement, not cues. The body creates the swing the swing never creates the body. 8/ Adrian Beltre — Knee Down, Femur Action, True Natural Up Beltre on a low pitch is a biomechanics lecture: • knee works down • femur turns down → up • torso turns deeper behind the ball • rear hip + torso stay connected • lift comes from turning UNDER and BEHIND the pitch No fake tilt. No dragging. No hand manipulation. Natural lift is a movement outcome, not a cue. 9/ Alex Bregman — The Miss Tells the Truth On a miss he still shows elite control: • heel-to-toe • back shoulder to cheek • rear foot stable • torso stacked • posture balanced If a hitter can control chaos, the movement is real. 10/ Frank Thomas — Top-Hand Release + Back-Foot Release Direction and posture decide release. Not cues. Not drills. Just pure human movement. THE TRUTH THE INDUSTRY IGNORES Everything hitters need is right in front of them if you study movement not just the swing. The swing is the final 30%. The other 70% is: • shoulder angles • femur action • ground-force anticipation • center-mass control • torso completion • force coupling • front-side bracing • rear-lat anchoring That’s the REAL engine of elite hitting. Most instructors: ✓ study the swing ✗ ignore the movement So they miss: • how the down organizes the up • how posture sets plane • how the femur organizes direction • how the pelvis gains ground • how the torso completes • how force coupling transfers energy • how adjustability is created If you don’t study movement, you will never understand hitting.

John Sangillo

15,623 次观看 • 9 个月前

THIS GUY BUILT A REAL JARVIS THAT TURNS HIS IDEAS INTO FINISHED PROJECTS ON ITS OWN, AND HE JUST SHOWED HOW THE WHOLE THING WORKS The whole system runs on one clean split he calls a blood-brain barrier. The second brain, his Obsidian vault, is only for things that aren't real yet. Ideas. Each one sits in a project-shaped folder, waiting to be processed and turned into something real. Nothing executes there. The vault is the place where ideas get shaped, not built. Once an idea is signed off, it crosses over to the execution pipeline. That lives on his actual machine, or an always-on box, or a Raspberry Pi, depending on what the project needs. Inside that machine is a fully Claude-native file system. The key piece is one CLAUDE.md file sitting in the root of his documents folder, acting as the map to everything in there. So he just opens Claude and says "go to my projects folder," and it already knows the whole structure, because that root file explains it. Two zones, one rule: the brain holds what isn't real, the machine runs what is. That separation is what keeps the ideas from tangling with the work. Bookmark this

THIS GUY BUILT A REAL JARVIS THAT TURNS HIS IDEAS INTO FINISHED PROJECTS ON ITS OWN, AND HE JUST SHOWED HOW THE WHOLE THING WORKS The whole system runs on one clean split he calls a blood-brain barrier. The second brain, his Obsidian vault, is only for things that aren't real yet. Ideas. Each one sits in a project-shaped folder, waiting to be processed and turned into something real. Nothing executes there. The vault is the place where ideas get shaped, not built. Once an idea is signed off, it crosses over to the execution pipeline. That lives on his actual machine, or an always-on box, or a Raspberry Pi, depending on what the project needs. Inside that machine is a fully Claude-native file system. The key piece is one CLAUDE.md file sitting in the root of his documents folder, acting as the map to everything in there. So he just opens Claude and says "go to my projects folder," and it already knows the whole structure, because that root file explains it. Two zones, one rule: the brain holds what isn't real, the machine runs what is. That separation is what keeps the ideas from tangling with the work. Bookmark this

Yarchi

87,650 次观看 • 2 个月前

While AI timeline argues about loop engineering, a 20-year-old student in Shenzhen built the biggest loop anyone's aimed at money: 300 agents, one brain, $1,200 -> 395,000. Not a prompt. Not a bot. A loop that runs the whole job on its own - and never asks him a thing. No fund. No backers. Just a laptop, a dorm room, and a bet that a swarm beats a genius. His wallet: The smartest single model still works one step at a time. His loop moves in 300 directions at once - and never checks in with him. Claude Opus 4.8 runs the floor as the brain. 300 agents are the hands. One loop ties them together: > Decompose - Opus breaks the market into targets > Dispatch - 300 agents scatter across them at once > Execute - thousands of reads in a single pass, not one by one > Review - Opus grades every edge before a cent moves The hands find. The brain judges. The loop learns what failed and runs again, tighter each time. One daily loss cap, and it shuts itself down. It's not a bot you babysit. It's a loop that runs the whole desk. Everyone's just learning to run one loop. He runs 300 in one. The edge was never the genius model - it's the size of the loop, and the brain in charge of it. Save this - the full 300-agent loop is laid out above, start to finish. You'll want it when you build your own. 300 agents are looping right now, hunting the markets everyone skips. Two clicks and their trades land in your wallet too:

While AI timeline argues about loop engineering, a 20-year-old student in Shenzhen built the biggest loop anyone's aimed at money: 300 agents, one brain, $1,200 -> 395,000. Not a prompt. Not a bot. A loop that runs the whole job on its own - and never asks him a thing. No fund. No backers. Just a laptop, a dorm room, and a bet that a swarm beats a genius. His wallet: The smartest single model still works one step at a time. His loop moves in 300 directions at once - and never checks in with him. Claude Opus 4.8 runs the floor as the brain. 300 agents are the hands. One loop ties them together: > Decompose - Opus breaks the market into targets > Dispatch - 300 agents scatter across them at once > Execute - thousands of reads in a single pass, not one by one > Review - Opus grades every edge before a cent moves The hands find. The brain judges. The loop learns what failed and runs again, tighter each time. One daily loss cap, and it shuts itself down. It's not a bot you babysit. It's a loop that runs the whole desk. Everyone's just learning to run one loop. He runs 300 in one. The edge was never the genius model - it's the size of the loop, and the brain in charge of it. Save this - the full 300-agent loop is laid out above, start to finish. You'll want it when you build your own. 300 agents are looping right now, hunting the markets everyone skips. Two clicks and their trades land in your wallet too:

cvxv666

53,282 次观看 • 2 个月前

• Manchester United are assessing their options for a third midfield signing. • Manu Koné remains one of the names under consideration, with contacts already made with his representatives, but no bid has been submitted to AS Roma and he is not the only option. • United are delighted with the signings of Youri Tielemans and Andrey Santos, believing they’ve secured two top-quality midfielders for a combined £85m. • The priority is a defensive, physical profile capable of breaking up lines and be a very important addition in the squad. #MUFC [Fabrizio Romano]

Manchester United Forever

171,495 次观看 • 1 个月前