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Liverpool's recruitment team must stop gambling and start executing. Antonio Nusa is one of the few wide forwards who fits the modern tactical profile, elite ball-carrying, explosive acceleration, one-v-one dominance, pressing intensity and massive developmental upside. At under £45m, he's a market opportunity, not a luxury signing. Wait any... show more

Neat Excel

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Liverpool recruitment team should be looking beyond the obvious names and keeping a close eye on Dario Osorio. Elite recruitment isn't just about buying stars, it's about identifying tomorrow's stars before everyone else does. Osorio has the technical quality, left-footed creativity, ball-striking ability and attacking intelligence to develop into a long-term successor to Mohamed Salah. He can score, create, deliver dangerous set-pieces and beat defenders in multiple ways. Those are qualities Liverpool should never overlook. His current league shouldn't be the reason to dismiss him. Great recruitment is about spotting elite attributes, not judging the badge on a player's shirt. The smartest clubs buy quality before the price explodes. If developed in the right environment, Dario Osorio has the tools to become one of Europe's most exciting wide forwards. Liverpool should at least be monitoring him closely before the rest of the market catches up.

Liverpool recruitment team should be looking beyond the obvious names and keeping a close eye on Dario Osorio. Elite recruitment isn't just about buying stars, it's about identifying tomorrow's stars before everyone else does. Osorio has the technical quality, left-footed creativity, ball-striking ability and attacking intelligence to develop into a long-term successor to Mohamed Salah. He can score, create, deliver dangerous set-pieces and beat defenders in multiple ways. Those are qualities Liverpool should never overlook. His current league shouldn't be the reason to dismiss him. Great recruitment is about spotting elite attributes, not judging the badge on a player's shirt. The smartest clubs buy quality before the price explodes. If developed in the right environment, Dario Osorio has the tools to become one of Europe's most exciting wide forwards. Liverpool should at least be monitoring him closely before the rest of the market catches up.

Neat Excel

98,205 Aufrufe • vor 1 Monat

🚨 High pressing doesn't start in midfield. It starts with your forwards. ⚡ That's why clubs like 🔴 PSG, 🔴 Bayern and 🔵🔴 Barcelona invest in attackers who can press, force turnovers and win the ball closer to goal. One of Milan's greatest goals of the last 15 years is the perfect example. ❤️🖤 ⚔️ Two forwards. 💨 Relentless pressing. 🎯 One forced error. ⚽ Sandro Tonali at the Olimpico. A cult goal for Milanisti, but also a masterclass in coordinated pressing. 🧵👇 #ACMilan #Football #TacticalAnalysis #SerieA #Pressing #Milan

🚨 High pressing doesn't start in midfield. It starts with your forwards. ⚡ That's why clubs like 🔴 PSG, 🔴 Bayern and 🔵🔴 Barcelona invest in attackers who can press, force turnovers and win the ball closer to goal. One of Milan's greatest goals of the last 15 years is the perfect example. ❤️🖤 ⚔️ Two forwards. 💨 Relentless pressing. 🎯 One forced error. ⚽ Sandro Tonali at the Olimpico. A cult goal for Milanisti, but also a masterclass in coordinated pressing. 🧵👇 #ACMilan #Football #TacticalAnalysis #SerieA #Pressing #Milan

Rohit Rajeev

59,185 Aufrufe • vor 1 Monat

Up, Back and Through Possession 5v2 in the area in which the ball is. 🔵 Target is to get the ball from one end player to another. The ball must go through the central player on the line. The ball will either go into the central player, who will set to the run of one of the two wide players, or he will set back to the other midfielder who will again look for the run of a wide midfielder (Up, Back and Through). Both wingers will be on the outside lines of the half with the ball, when the ball is transferred the central player will move into the new area, one defender will follow into the other half and the two wingers will follow to create the 5v2. Made on TacticalPad® Tactical ✭ Competitive Tender.  JUST COACH Lloyd Owers The Sporting Resource The Coaching Family @RJPcoach @ExchangeCoaches TheBeardedCoach @205_Sports Coach Siya Maloka SessionShare Charlie Huyton Felix Lehmann @FootballTrnng Tom Skeath Breakthrough Soccer @become_excel

Up, Back and Through Possession 5v2 in the area in which the ball is. 🔵 Target is to get the ball from one end player to another. The ball must go through the central player on the line. The ball will either go into the central player, who will set to the run of one of the two wide players, or he will set back to the other midfielder who will again look for the run of a wide midfielder (Up, Back and Through). Both wingers will be on the outside lines of the half with the ball, when the ball is transferred the central player will move into the new area, one defender will follow into the other half and the two wingers will follow to create the 5v2. Made on TacticalPad® Tactical ✭ Competitive Tender.  JUST COACH Lloyd Owers The Sporting Resource The Coaching Family @RJPcoach @ExchangeCoaches TheBeardedCoach @205_Sports Coach Siya Maloka SessionShare Charlie Huyton Felix Lehmann @FootballTrnng Tom Skeath Breakthrough Soccer @become_excel

Conor Edwards

144,015 Aufrufe • vor 2 Jahren

Arne Slot Tactical Disasterclass… Liverpool are lucky it was only 2-0. Back 5 setup in the worst way possible. PSG feasting in wide areas. Liverpool man to man pressing a disaster from the start. Van Dijk and Gravenberch pulled into deep waters by Kvara, Dembele and Doué. Slot approach reminiscent of Pep tactical blunder v Barcelona in the 2015 UCL semi final first leg. This is one of the WORST Liverpool displays in Europe. #ucl 📹Samson Kalnińş Brough

Arne Slot Tactical Disasterclass… Liverpool are lucky it was only 2-0. Back 5 setup in the worst way possible. PSG feasting in wide areas. Liverpool man to man pressing a disaster from the start. Van Dijk and Gravenberch pulled into deep waters by Kvara, Dembele and Doué. Slot approach reminiscent of Pep tactical blunder v Barcelona in the 2015 UCL semi final first leg. This is one of the WORST Liverpool displays in Europe. #ucl 📹Samson Kalnińş Brough

Pythagoras In Boots ⚽️

81,066 Aufrufe • vor 4 Monaten

Egypt's President Sisi at the opening of Octagon state HQ in new Egyptian capital: There was a day when the Constitutional Court was besieged. And another day, the Council of Ministers was besieged. And on another day, they threatened the Ministry of Defense. And on another day, they besieged the Media Production City. It was imperative for the State to move out of the capital, and for this situation not to happen again. I am speaking with utmost frankness here. The State must move out of the capital so that this scenario is never repeated. The evil-doers and the terrorists will not stop. And God helps us, but we must also take the necessary precautions. Therefore, the State could no longer remain there. The parliament will not be there, the cabinet will not be there, and the Ministry of Defense will not be there, as it used to be. No, that is over. No one can ever do that in Egypt again.

Egypt's President Sisi at the opening of Octagon state HQ in new Egyptian capital: There was a day when the Constitutional Court was besieged. And another day, the Council of Ministers was besieged. And on another day, they threatened the Ministry of Defense. And on another day, they besieged the Media Production City. It was imperative for the State to move out of the capital, and for this situation not to happen again. I am speaking with utmost frankness here. The State must move out of the capital so that this scenario is never repeated. The evil-doers and the terrorists will not stop. And God helps us, but we must also take the necessary precautions. Therefore, the State could no longer remain there. The parliament will not be there, the cabinet will not be there, and the Ministry of Defense will not be there, as it used to be. No, that is over. No one can ever do that in Egypt again.

Clash Report

284,688 Aufrufe • vor 2 Monaten

WHY Ibrahim Mbaye Could Become Liverpool's Next Pressing Monster... Liverpool's search for explosive wingers isn't just about replacing Mohamed Salah. It's about building a frontline capable of thriving under Andoni Iraola. Ibrahim Mbaye fits that vision perfectly. He's relentless in and out of possession, attacks defenders with pace, completes a huge volume of dribbles and has the work rate to press aggressively from the front. Those qualities are becoming the blueprint for the modern winger. Tactically, Mbaye has spent most of his time at PSG operating from the right, where his game revolves around stretching the pitch, getting to the byline and delivering dangerous cut-backs rather than constantly cutting inside to shoot. That profile could complement a more goalscoring winger on the opposite flank, giving Liverpool another outlet capable of breaking down stubborn defences while maintaining the intensity Iraola demands. There are still rough edges. His passing isn't yet at an elite creative level, his left foot remains underdeveloped and he doesn't quite have the technical flair to consistently beat defenders in the toughest one-versus-one situations. But at just 18, that's exactly why Liverpool could see an upside. The reported £30–45m fee might look ambitious, but the Telstar Transfer Index places Mbaye alongside some of football's biggest bets on teenage wingers, including Vinícius Júnior and Rodrygo. Liverpool fans, how much of an impact can Mbaye make at Anfield? 👀🔴 📹Samson Kalnińş Brough CC: This Is Anfield Gradient Sports

Pythagoras In Boots ⚽️

55,367 Aufrufe • vor 16 Tagen

WHY Bradley Barcola Could Lead Liverpool's Next Great Attack... Replacing Mohamed Salah with one player was never realistic. Instead, Liverpool appear to be building an entirely new generation of wingers and Bradley Barcola could become the centrepiece of that rebuild. Barcola is one of Europe's most productive wide forwards. His explosive pace, intelligent off-ball movement and relentless ball carrying make him a nightmare to defend, while his progressive passing adds another layer to Liverpool's attack. More importantly, he fits exactly what Andoni Iraola demands. Direct. Aggressive. Always looking to attack defenders, shoot early and force the issue rather than recycle possession. Tactically, Barcola's arrival would likely see him start from the left, with Victor Munoz and Rio Ngumoha competing for roles on the opposite flank. It might leave Liverpool looking lopsided on paper, but it also gives Iraola multiple profiles to rotate depending on the game. There are still areas to develop. His first touch can be inconsistent, causing his dribbling output to fluctuate, while his Champions League numbers suggest there's still another level for him to reach against Europe's elite. At a reported £120m+, the Telstar Transfer Index places the move among the biggest winger transfers in football history once adjusted for football inflation. Liverpool fans, is Barcola worth building the next era around? 👀🔴 📹Samson Kalnińş Brough

WHY Bradley Barcola Could Lead Liverpool's Next Great Attack... Replacing Mohamed Salah with one player was never realistic. Instead, Liverpool appear to be building an entirely new generation of wingers and Bradley Barcola could become the centrepiece of that rebuild. Barcola is one of Europe's most productive wide forwards. His explosive pace, intelligent off-ball movement and relentless ball carrying make him a nightmare to defend, while his progressive passing adds another layer to Liverpool's attack. More importantly, he fits exactly what Andoni Iraola demands. Direct. Aggressive. Always looking to attack defenders, shoot early and force the issue rather than recycle possession. Tactically, Barcola's arrival would likely see him start from the left, with Victor Munoz and Rio Ngumoha competing for roles on the opposite flank. It might leave Liverpool looking lopsided on paper, but it also gives Iraola multiple profiles to rotate depending on the game. There are still areas to develop. His first touch can be inconsistent, causing his dribbling output to fluctuate, while his Champions League numbers suggest there's still another level for him to reach against Europe's elite. At a reported £120m+, the Telstar Transfer Index places the move among the biggest winger transfers in football history once adjusted for football inflation. Liverpool fans, is Barcola worth building the next era around? 👀🔴 📹Samson Kalnińş Brough

Pythagoras In Boots ⚽️

113,022 Aufrufe • vor 7 Tagen

Liverpool boss Andoni Iraola questions XG: “There is NOT 100% truth in it, I prefer to WATCH the games.” Andoni: “Yeah. For me, the team that controls the game is the one who is having the chances. “You can control it with the ball. You can control it without the ball. “XG is a good reference. It's not perfect.” Jamie: “Do you have a better one for us? We can start using?” 😂 Andoni: “Yeah. I don't like XG sometimes because you go against the keeper, one-v-one, and you decide to go past the keeper. “He touches the ball, you don't really finish, and there is 0.0. “I say, ‘This is a massive chance. We've been against the keeper.’ “But I understand that [it] cannot be perfect. It only takes into consideration the shots. “So there is a part of truth in the XG, but there is not 100% truth. “You know, it's like... I prefer to watch the games.

Liverpool boss Andoni Iraola questions XG: “There is NOT 100% truth in it, I prefer to WATCH the games.” Andoni: “Yeah. For me, the team that controls the game is the one who is having the chances. “You can control it with the ball. You can control it without the ball. “XG is a good reference. It's not perfect.” Jamie: “Do you have a better one for us? We can start using?” 😂 Andoni: “Yeah. I don't like XG sometimes because you go against the keeper, one-v-one, and you decide to go past the keeper. “He touches the ball, you don't really finish, and there is 0.0. “I say, ‘This is a massive chance. We've been against the keeper.’ “But I understand that [it] cannot be perfect. It only takes into consideration the shots. “So there is a part of truth in the XG, but there is not 100% truth. “You know, it's like... I prefer to watch the games.

HK

486,367 Aufrufe • vor 12 Tagen

Steve Jobs on startup hustle: "One of the things I don't see is, I don't see it myself, I don't see it in enough of the rest of us, is I don't see that startup hustle. In other words, if we zoom out at the big picture, it would be a shame to have lost the war because we've won a few battles. And I sort of feel like I and some of the rest of us are concentrating too much on the smaller battles. And we're not keeping the war in perspective. And the war is called survival. The war is called not run out of money until we get our product on the market."

Steve Jobs on startup hustle: "One of the things I don't see is, I don't see it myself, I don't see it in enough of the rest of us, is I don't see that startup hustle. In other words, if we zoom out at the big picture, it would be a shame to have lost the war because we've won a few battles. And I sort of feel like I and some of the rest of us are concentrating too much on the smaller battles. And we're not keeping the war in perspective. And the war is called survival. The war is called not run out of money until we get our product on the market."

Founder Mode

109,619 Aufrufe • vor 7 Monaten

"The elite of the elites, Delhi Gymkhana" Well, these words in a democracy would certainly sound offensive. One needs to be careful about being elite and what one should speak. The IAS, IPS, IFS, JUDGES — everyone is quiet. Unfortunately, the retired faujis don't understand that there are reasons why the government has taken this step, and it needs to be welcomed. Armed forces officers have their institutes,clubs, but yes, they are not just for elites. A general will have to share a seat with a short-service captain. My humble request to the officers who are members of the club: not to bring the name of the armed forces into it. It's your personal battle; please fight it yourself.

"The elite of the elites, Delhi Gymkhana" Well, these words in a democracy would certainly sound offensive. One needs to be careful about being elite and what one should speak. The IAS, IPS, IFS, JUDGES — everyone is quiet. Unfortunately, the retired faujis don't understand that there are reasons why the government has taken this step, and it needs to be welcomed. Armed forces officers have their institutes,clubs, but yes, they are not just for elites. A general will have to share a seat with a short-service captain. My humble request to the officers who are members of the club: not to bring the name of the armed forces into it. It's your personal battle; please fight it yourself.

Lt Col Sushil Singh Sheoran, Veteran

89,018 Aufrufe • vor 3 Monaten

ANTHROPIC LEAKED A SETUP WHERE A $1.2M A-YEAR TEAM FITS INTO ONE FILE FOR $4 A DAY you hire nobody - you write one file, and $106,500 of salaries in it turn into $4 of tokens. architect → 4 builders → tests → critic → docs → scout → chief → back into the file the architect runs twice a day and decides everything - the priciest model on the sheet is the smallest line on the bill at $1.05. four builders cost $1.20 a day - and a fifth builder is one more number in the file, not one more quarter of recruiting. the tester asks does it run, the critic asks should it exist at all - $1.22 together for two roles a solo dev never fills. nothing reaches you that hasn't been rejected at least once. the scout and the scribe cost 40 cents - the exact two roles that get cut from every real budget. nobody hires a documentation engineer, and everybody wishes they had one. the chief at 14 cents is the only one who writes back into the file - without it this is a list, with it the list edits itself. hiring the eleventh is a paragraph: no req, no interviews, no ramp - and firing is one command. save this and paste it into Claude Code - and you get 10 roles for the price of one coffee ↓

ANTHROPIC LEAKED A SETUP WHERE A $1.2M A-YEAR TEAM FITS INTO ONE FILE FOR $4 A DAY you hire nobody - you write one file, and $106,500 of salaries in it turn into $4 of tokens. architect → 4 builders → tests → critic → docs → scout → chief → back into the file the architect runs twice a day and decides everything - the priciest model on the sheet is the smallest line on the bill at $1.05. four builders cost $1.20 a day - and a fifth builder is one more number in the file, not one more quarter of recruiting. the tester asks does it run, the critic asks should it exist at all - $1.22 together for two roles a solo dev never fills. nothing reaches you that hasn't been rejected at least once. the scout and the scribe cost 40 cents - the exact two roles that get cut from every real budget. nobody hires a documentation engineer, and everybody wishes they had one. the chief at 14 cents is the only one who writes back into the file - without it this is a list, with it the list edits itself. hiring the eleventh is a paragraph: no req, no interviews, no ramp - and firing is one command. save this and paste it into Claude Code - and you get 10 roles for the price of one coffee ↓

Sprytix

47,679 Aufrufe • vor 20 Tagen

You've seen the Big Short? THIS IS THE BIG LONG. The market is not trading the world as it is. The market is in La La Land, and it is handing us a massive opportunity. The strait of Hormuz has been shut for months. On Sunday NOT A SINGLE SHIP PASSED THROUGH THE STRAIT. (Kpler) They clearly don't want you in this trade, and to be in this trade is probably a little distasteful: You're betting against the administration, and you're betting that normal people will have to suffer because the government dug a hole and is now unable to get us out. The jawboning and the inventory draws have tricked the market into a state of complacency. The market is asleep at the wheel, and the trade is ours to be had. Check out my latest report with my 13 stock picks. A big chunk of it is FREE.

You've seen the Big Short? THIS IS THE BIG LONG. The market is not trading the world as it is. The market is in La La Land, and it is handing us a massive opportunity. The strait of Hormuz has been shut for months. On Sunday NOT A SINGLE SHIP PASSED THROUGH THE STRAIT. (Kpler) They clearly don't want you in this trade, and to be in this trade is probably a little distasteful: You're betting against the administration, and you're betting that normal people will have to suffer because the government dug a hole and is now unable to get us out. The jawboning and the inventory draws have tricked the market into a state of complacency. The market is asleep at the wheel, and the trade is ours to be had. Check out my latest report with my 13 stock picks. A big chunk of it is FREE.

Sam Kovacs

121,642 Aufrufe • vor 17 Tagen

Qullamaggie on If You Want Elite Returns, You Need to Be In The Elite Stocks “NOTV, oh man this is wide and loose. No no no, this is not a stock you want to trade. This is not a trading stock. No. Focus on explosive moves. Look at the prior move on the flagpole. Guys most of you really would do better if you just re-watch the swing trading school videos. The previous move needs to be big okay. It needs to be explosive. Those are the ones you want to focus on, not some random stuff like this. Yeah it's made a big move over the past eight months but it's not a trading stock it's a choppy one. It’s mean reverting. You want explosive stocks. You want to you want to focus on the elite stocks okay. The only way to have elite results is focusing on elite stocks Now, this is what I talk about elite stock. Now, this guy gets it, okay? Big previous move. 170% in two sessions. Pull back. Found support on a rising 10. It's been surfing the rising 10, building higher lows, and now it's tightening the range. Look at this pattern. It's called a triangle. Now, this is an elite stock. If you want to find the stock that has the potential to make a 50% move or a 100% move, you will get it on a stock that has tripled in a few days in the previous few weeks or months. You're not going to get it on a stock that just keeps grinding slowly higher. It's a numbers game, it's an odds game. Now this is a good setup. This is f*cking beautiful, it reminds me about LEDS a month back. LEDS, beautiful. Big previous move, 265% in 3 days, orderly pullback, found support on the 10 day, okay? Look at this, this is a triangle, tightening range, range expansion. And look at the move it did. It went up 263% in the next two weeks. How do you find a move like this? You're not gonna find a breakout of 263% on a stock like... I mean, look at some of the suggestions I've gotten lately. Like, NOTV. The previous move was 20%, not even 20%. SGMS, another, it's a grinder. Okay, 35% these things are very like sluggish, okay? It went up 35% in what, a month? It's not an explosive stock. Focus on the superstars. BYND, this is the one I'm tracking, okay? I'm really excited about this one. I think another one or two days of tightening range, I'm gonna go full retard on it. Look at this, it went up. This is a mid cap. It went up 46% in a week, okay? That's an explosive move. Especially for being a mid cap. Does it matter than the weekly? No, forget about weekly charts. You guys don't need to pay attention to the weekly charts. Don't worry about the weekly charts until you get to 10 plus million. Then you can start worrying about it. No, focus on the daily charts. Focus on one month, three month and six month momentum. That's where you're gonna focus on the strongest stocks across those three timeframes. The 1%, the elite.”

Qullamaggie on If You Want Elite Returns, You Need to Be In The Elite Stocks “NOTV, oh man this is wide and loose. No no no, this is not a stock you want to trade. This is not a trading stock. No. Focus on explosive moves. Look at the prior move on the flagpole. Guys most of you really would do better if you just re-watch the swing trading school videos. The previous move needs to be big okay. It needs to be explosive. Those are the ones you want to focus on, not some random stuff like this. Yeah it's made a big move over the past eight months but it's not a trading stock it's a choppy one. It’s mean reverting. You want explosive stocks. You want to you want to focus on the elite stocks okay. The only way to have elite results is focusing on elite stocks Now, this is what I talk about elite stock. Now, this guy gets it, okay? Big previous move. 170% in two sessions. Pull back. Found support on a rising 10. It's been surfing the rising 10, building higher lows, and now it's tightening the range. Look at this pattern. It's called a triangle. Now, this is an elite stock. If you want to find the stock that has the potential to make a 50% move or a 100% move, you will get it on a stock that has tripled in a few days in the previous few weeks or months. You're not going to get it on a stock that just keeps grinding slowly higher. It's a numbers game, it's an odds game. Now this is a good setup. This is f*cking beautiful, it reminds me about LEDS a month back. LEDS, beautiful. Big previous move, 265% in 3 days, orderly pullback, found support on the 10 day, okay? Look at this, this is a triangle, tightening range, range expansion. And look at the move it did. It went up 263% in the next two weeks. How do you find a move like this? You're not gonna find a breakout of 263% on a stock like... I mean, look at some of the suggestions I've gotten lately. Like, NOTV. The previous move was 20%, not even 20%. SGMS, another, it's a grinder. Okay, 35% these things are very like sluggish, okay? It went up 35% in what, a month? It's not an explosive stock. Focus on the superstars. BYND, this is the one I'm tracking, okay? I'm really excited about this one. I think another one or two days of tightening range, I'm gonna go full retard on it. Look at this, it went up. This is a mid cap. It went up 46% in a week, okay? That's an explosive move. Especially for being a mid cap. Does it matter than the weekly? No, forget about weekly charts. You guys don't need to pay attention to the weekly charts. Don't worry about the weekly charts until you get to 10 plus million. Then you can start worrying about it. No, focus on the daily charts. Focus on one month, three month and six month momentum. That's where you're gonna focus on the strongest stocks across those three timeframes. The 1%, the elite.”

Lone

20,351 Aufrufe • vor 8 Monaten

Tom Lee says buying the SpaceX IPO $SPCX is a good idea and that it won’t mark the top of the market. I disagree. Elon is the GOAT and SpaceX will become one of the greatest companies in the world. But a $1.75T valuation on $18B of revenue is pure FOMO. Highly anticipated IPOs almost always spike hard on day one and then cool off. In 90% of cases, they eventually trade well below their initial entry price. SpaceX won’t be any different. I love the company. I wouldn’t touch it at these prices. Wait for the pullback.

Tom Lee says buying the SpaceX IPO $SPCX is a good idea and that it won’t mark the top of the market. I disagree. Elon is the GOAT and SpaceX will become one of the greatest companies in the world. But a $1.75T valuation on $18B of revenue is pure FOMO. Highly anticipated IPOs almost always spike hard on day one and then cool off. In 90% of cases, they eventually trade well below their initial entry price. SpaceX won’t be any different. I love the company. I wouldn’t touch it at these prices. Wait for the pullback.

Daniel

46,911 Aufrufe • vor 2 Monaten

somebody just torched their entire career for us someone inside Anthropic wrote down exactly how they wire their AIs to work as a team instead of one at a time, every number, and let the whole thing walk out the door it's called Graph Engineering: you stop asking one AI to do the whole job and start running a crew. one plans, a few go and look, one checks the others for lies their own measurement: the crew came back with 96% of the quality at 46% of the price. same models, same question. they only changed who is allowed to talk to whom Anthropic raised $65,000,000,000 to figure this out. it costs you $0 run one tonight in a normal chat, 3 moves: 1. give it the job and make it write the plan before it touches anything 2. run each step in its own fresh chat so nothing bleeds into the next 3. in one clean chat at the end, make it check the work against sources and mark whatever it could not confirm save this, then open the piece below: how many workers a job actually needs, and where one more starts making it worse ↓

somebody just torched their entire career for us someone inside Anthropic wrote down exactly how they wire their AIs to work as a team instead of one at a time, every number, and let the whole thing walk out the door it's called Graph Engineering: you stop asking one AI to do the whole job and start running a crew. one plans, a few go and look, one checks the others for lies their own measurement: the crew came back with 96% of the quality at 46% of the price. same models, same question. they only changed who is allowed to talk to whom Anthropic raised $65,000,000,000 to figure this out. it costs you $0 run one tonight in a normal chat, 3 moves: 1. give it the job and make it write the plan before it touches anything 2. run each step in its own fresh chat so nothing bleeds into the next 3. in one clean chat at the end, make it check the work against sources and mark whatever it could not confirm save this, then open the piece below: how many workers a job actually needs, and where one more starts making it worse ↓

Argona

1,380,459 Aufrufe • vor 21 Tagen

Robert Saleh says Ji'Ayir Brown will be given the chance to start along side Malik Mustapha at safety: “To be clear, that spot is not dead. The one thing I’ll say is Malik is starting… On the other side, Tig has done a really nice job throughout training camp and throughout the first few weeks of the season and now he has the opportunity to shut the door at the free safety spot. It’s nothing against Marques Sigle or Jason Pinnock, they’ve both done a really nice job, it’s just giving him an opportunity and eventually as we develop that group, we’ll find the right combination of guys to compete.”

Robert Saleh says Ji'Ayir Brown will be given the chance to start along side Malik Mustapha at safety: “To be clear, that spot is not dead. The one thing I’ll say is Malik is starting… On the other side, Tig has done a really nice job throughout training camp and throughout the first few weeks of the season and now he has the opportunity to shut the door at the free safety spot. It’s nothing against Marques Sigle or Jason Pinnock, they’ve both done a really nice job, it’s just giving him an opportunity and eventually as we develop that group, we’ll find the right combination of guys to compete.”

Coach Yac 🗣

67,358 Aufrufe • vor 10 Monaten

This will upset some people, but I have to address the elephant in the room…it must be said! Reflecting on the 2022 and 2025 federal elections, we must learn and stop wasting resources on hopes and dreams. Minor parties are clearly not the answer…and I’m done pretending. This is not our choice. They failed to consolidate into one party, so we have to move on to a new strategy.

This will upset some people, but I have to address the elephant in the room…it must be said! Reflecting on the 2022 and 2025 federal elections, we must learn and stop wasting resources on hopes and dreams. Minor parties are clearly not the answer…and I’m done pretending. This is not our choice. They failed to consolidate into one party, so we have to move on to a new strategy.

Monica Smit / Reignite Democracy

33,244 Aufrufe • vor 1 Jahr

All our players should listen to Freddie here What Viktor has shown is that if you keep passing him the damn ball instead of turning backwards or passing it out wide, you have genuine chances to score They need to understand that if you play that first time ball, Gyokeres is the most elite ball striker on the planet. The team must do everything to feed Gyokeres and put him in positions to release his most deadly weapon. His shooting is a God given gift exclusive to him. It's one of the marvels of modern day football. Use it I think they'll realise now. No one else is a reliable goalscorer for a variety of reasons. No one in this team is scoring more than him this season. They just cant and wont. The dumb haters can firm it. So drop the egos and funnel play through Gyökeres. If you do, he can even cross the 20 goal mark this season in the league

All our players should listen to Freddie here What Viktor has shown is that if you keep passing him the damn ball instead of turning backwards or passing it out wide, you have genuine chances to score They need to understand that if you play that first time ball, Gyokeres is the most elite ball striker on the planet. The team must do everything to feed Gyokeres and put him in positions to release his most deadly weapon. His shooting is a God given gift exclusive to him. It's one of the marvels of modern day football. Use it I think they'll realise now. No one else is a reliable goalscorer for a variety of reasons. No one in this team is scoring more than him this season. They just cant and wont. The dumb haters can firm it. So drop the egos and funnel play through Gyökeres. If you do, he can even cross the 20 goal mark this season in the league

AfcRo

59,455 Aufrufe • vor 6 Monaten

🚨🇷🇺🥂 Russia's "war for ordinary people" is colliding with the lavish lifestyle of its military elite. The explosion at an upscale Moscow restaurant has sparked outrage not only over the incident itself, but over how Russia's top generals choose to live while demanding sacrifices from everyone else. The backlash across pro-war Z-channels has focused less on the reported attack involving Russian Aerospace Forces Commander Alexander Chaiko and more on the venue where the celebration took place. Critics questioned why a recently appointed general was celebrating his birthday at one of Moscow's luxury restaurants while ordinary Russians are repeatedly told they are fighting a "sacred war." Five years into the war, Russia's military elite is accused of continuing to enjoy expensive restaurants, luxury Maybachs, fine wines, and high-society gatherings, while mobilized soldiers remain in trenches and are often forced to rely on public fundraising for basic equipment. Pro-war commentators did not hide their anger. "The war is going on, and they're celebrating in luxury," one wrote. Another added: "A commander should be focused on the war, not dining in a restaurant where a bowl of soup costs 6,000 rubles." The controversy has exposed growing frustration even within Russia's pro-war camp, where criticism is increasingly directed not only at military setbacks, but also at the widening gap between the sacrifices demanded from ordinary citizens and the privileged lifestyle of the country's senior military leadership. See the latest updates with us: Visioner

🚨🇷🇺🥂 Russia's "war for ordinary people" is colliding with the lavish lifestyle of its military elite. The explosion at an upscale Moscow restaurant has sparked outrage not only over the incident itself, but over how Russia's top generals choose to live while demanding sacrifices from everyone else. The backlash across pro-war Z-channels has focused less on the reported attack involving Russian Aerospace Forces Commander Alexander Chaiko and more on the venue where the celebration took place. Critics questioned why a recently appointed general was celebrating his birthday at one of Moscow's luxury restaurants while ordinary Russians are repeatedly told they are fighting a "sacred war." Five years into the war, Russia's military elite is accused of continuing to enjoy expensive restaurants, luxury Maybachs, fine wines, and high-society gatherings, while mobilized soldiers remain in trenches and are often forced to rely on public fundraising for basic equipment. Pro-war commentators did not hide their anger. "The war is going on, and they're celebrating in luxury," one wrote. Another added: "A commander should be focused on the war, not dining in a restaurant where a bowl of soup costs 6,000 rubles." The controversy has exposed growing frustration even within Russia's pro-war camp, where criticism is increasingly directed not only at military setbacks, but also at the widening gap between the sacrifices demanded from ordinary citizens and the privileged lifestyle of the country's senior military leadership. See the latest updates with us: Visioner

Visioner

76,227 Aufrufe • vor 1 Monat