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【Wouldn’t Having a Performance Engineer from Formula E Bring an Advantage?】 Sky Germany asked Toto whether Ant had an advantage because his side of the garage has a Performance Engineer with a Formula E background. Toto dismissed the idea, saying both sides have complete access to each other’s data... and tools. But while data and tools can be shared, can experience, judgment, and modeling expertise really be shared as well? That engineer is Stéphane Folio, who previously worked as a Performance Engineer in Nissan Formula E, specializing in energy management, chassis control strategy, vehicle control strategy, the Driver-in-the-Loop simulator, and vehicle dynamics. He joined Mercedes F1 in 2025—the same year as Ant. Why is Formula E experience so valuable under the 2026 regulations? Because after the first ten races, we have already seen that a significant part of a car’s performance is determined by when energy is harvested, when it is deployed, how the state of charge is managed, and how the software calculates and controls that deployment. This may also explain why the gaps between some teammates who were far apart last season have narrowed significantly this year—or even been reversed. Formula E uses a spec battery and several standardized core components, meaning teams cannot rely on hardware alone to create a major advantage. As a result, performance is heavily centered on powertrain efficiency, energy management, control strategies, and software calibration. Engineers spend years optimizing exactly how much energy to recover in each corner, how much to deploy on every straight, and how to recalculate the entire energy strategy after safety cars, slipstreaming, or changes in race position. In many ways, Formula E is a championship where performance is heavily defined by software and energy strategy—experience that overlaps remarkably well with the key technical challenges of the 2026 F1 regulations. Mercedes itself also competed as a factory team in Formula E, winning two Drivers’ Championships, one Teams’ Championship, and one Teams’ runners-up finish. So wouldn’t assigning an engineer with exactly this kind of background to Ant’s side of the garage be a resource advantage in itself? Toto says both sides can see the same data. But seeing the same data does not mean having the same people, the same experience, or the ability to reach equally fast and equally accurate conclusions. Meanwhile, in nine of the first ten races this season, GR has suffered different software or hardware-related issues.show more

Holy_Moly

1,261 subscribers

55,913 次观看 • 2 个月前 •via X (Twitter)

Anya Rossi• Live Now

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3 条评论

RickRuss 的头像

RickRuss2 个月前

That’s some quality reporting. Props Sky Germany for digging deep and not giving into the drama hype every other media outlet seems to do.

Samantha Stancomb 的头像

Samantha Stancomb2 个月前

Can we have the guys on Sky Germany on Sky Sports instead of that stupid woman?

Corey 的头像

Corey2 个月前

It’s also an unfair advantage that Kimi is able to drive the car better than George 🤡

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I got a smart meter recently and saw you can download a HDF file with the data so I had the idea of writing a script that could parse that and show the data in a useful manner. However I discovered that someone has already done this and done a really good job on it. The video explains how it works. In simple terms it uses the ESB smart meter data and shows a breakdown of how much data you are using and when and also recommends plans and estimates what each one would cost based on the data. The tool is available at easier to read on Laptop or Tablet or then your phone to Landscape.

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298,565 次观看 • 2 年前

Journalist Alex Raufoglu, Chief Washington Correspondent for the Kyiv Post asks a dead-simple, completely fair question: why are we pressuring Ukraine—the country being brutally invaded—to stop hitting Russian oil refineries, instead of putting the pressure on the actual invader? Instead of a straight answer, we get a ridiculous attempt from Marco Rubio to play the "both sides" game. It is exactly the kind of weak, spineless talk we constantly hear from Trump and his corrupt cronies who would always rather appease putin than actually stand up to him. Let's get one thing straight: putting Ukraine’s strategic strikes on Russian oil money in the same category as Russia’s barbaric, murderous bombings of Ukrainian homes, civilians, and civic infrastructure is completely outrageous. Human lives and innocent families being destroyed is not even remotely the same thing as a dip in oil profits or a headache at the gas pump. Ukraine is hitting those Russian refineries for one reason: to cut off the cash putin uses to slaughter their people, so they can defend themselves and finally stop this war. Alex Raufoglu: “Ukraine says its refinery strikes inside Russia is aimed at targeting revenues that are main income source for Russia. Why lean on the country that is being invaded and an invader?” Marco Rubio: “What is that? I'm sorry, the...” Alex Raufoglu: “The US asks Ukraine to stop targeting Russian energy, you know, sites…” Marco Rubio: “Well, there's two energy...” Alex Raufoglu: “rather than asking Russia to...” Marco Rubio: “Well, I mean, how do you know we haven't asked Russia to stop? So, so look, I mean, when you talk to energy, for the Russian side, the energy strikes they're facing are refineries and their oil and gas. For the Ukrainian side, energy means their electrical grid. And going into winter with a fear of losing the electric grid. So when you talk about energy, it means two things to different people. And what complicates it further is that energy strikes are at the core of the tactical pursuit that both sides have. The Ukrainians are inflicting pain on the Russians by hitting their energy sector, which is a revenue source. The Russian side is inflicting pain on the Ukrainian side by targeting their electric grid, especially as we head into winter. So, there's the challenge, is that both sides have identified energy as a strategic objective of their war aims. But it's having a global impact in the case of oil and gas, and it's having a very real and immediate impact on the life in Ukraine, especially these threats to it. So that's why it's not easy overnight to just say let's reach an agreement. But it's something that I think is worth investing in, trying to make that happen, because I think it would be beneficial to the world and beneficial to both countries. I think if you ask President Zelenskyy, he would argue that the ability to protect his electric grid is at the core of their interests, and we'd, you know, so that's something that we can help achieve through a deal. And obviously the Russian side is facing strikes it has not seen before deep in Russian territory and against key industries. So that's what makes making a deal on that limited basis difficult. But it also is the reason why it's so important that we try. So we'll try, and I think we're prepared to play a positive role if we can in making that come about.”

Journalist Alex Raufoglu, Chief Washington Correspondent for the Kyiv Post asks a dead-simple, completely fair question: why are we pressuring Ukraine—the country being brutally invaded—to stop hitting Russian oil refineries, instead of putting the pressure on the actual invader? Instead of a straight answer, we get a ridiculous attempt from Marco Rubio to play the "both sides" game. It is exactly the kind of weak, spineless talk we constantly hear from Trump and his corrupt cronies who would always rather appease putin than actually stand up to him. Let's get one thing straight: putting Ukraine’s strategic strikes on Russian oil money in the same category as Russia’s barbaric, murderous bombings of Ukrainian homes, civilians, and civic infrastructure is completely outrageous. Human lives and innocent families being destroyed is not even remotely the same thing as a dip in oil profits or a headache at the gas pump. Ukraine is hitting those Russian refineries for one reason: to cut off the cash putin uses to slaughter their people, so they can defend themselves and finally stop this war. Alex Raufoglu: “Ukraine says its refinery strikes inside Russia is aimed at targeting revenues that are main income source for Russia. Why lean on the country that is being invaded and an invader?” Marco Rubio: “What is that? I'm sorry, the...” Alex Raufoglu: “The US asks Ukraine to stop targeting Russian energy, you know, sites…” Marco Rubio: “Well, there's two energy...” Alex Raufoglu: “rather than asking Russia to...” Marco Rubio: “Well, I mean, how do you know we haven't asked Russia to stop? So, so look, I mean, when you talk to energy, for the Russian side, the energy strikes they're facing are refineries and their oil and gas. For the Ukrainian side, energy means their electrical grid. And going into winter with a fear of losing the electric grid. So when you talk about energy, it means two things to different people. And what complicates it further is that energy strikes are at the core of the tactical pursuit that both sides have. The Ukrainians are inflicting pain on the Russians by hitting their energy sector, which is a revenue source. The Russian side is inflicting pain on the Ukrainian side by targeting their electric grid, especially as we head into winter. So, there's the challenge, is that both sides have identified energy as a strategic objective of their war aims. But it's having a global impact in the case of oil and gas, and it's having a very real and immediate impact on the life in Ukraine, especially these threats to it. So that's why it's not easy overnight to just say let's reach an agreement. But it's something that I think is worth investing in, trying to make that happen, because I think it would be beneficial to the world and beneficial to both countries. I think if you ask President Zelenskyy, he would argue that the ability to protect his electric grid is at the core of their interests, and we'd, you know, so that's something that we can help achieve through a deal. And obviously the Russian side is facing strikes it has not seen before deep in Russian territory and against key industries. So that's what makes making a deal on that limited basis difficult. But it also is the reason why it's so important that we try. So we'll try, and I think we're prepared to play a positive role if we can in making that come about.”

Yasmina

156,339 次观看 • 11 天前

Gent in yellow, "I'm an engineer, a scientist by background, and what I really care about is energy" "And that's one of these things which I feel has been turned into a culture war" "So let me say one thing" "We know that heat pumps, insulation, EVs, etc can save half your energy usage" "It's a massive difference" "And Iran, while, and this is not just about climate change, we can use as a strategic reserve" "We can use that oil for aviation or AI data centres" "But we've got politicians here on the table today, I believe, who deny these facts" "And why should we platform you when we can save that money? The energy. The money" "And this also means that we're not paying the oil money to Russia, which uses it to strike Ukraine every day, and we pay again for defence missiles" "So it's a very serious question. And this is the science, this is the fact. You cannot say that that does not save half the energy."

Gent in yellow, "I'm an engineer, a scientist by background, and what I really care about is energy" "And that's one of these things which I feel has been turned into a culture war" "So let me say one thing" "We know that heat pumps, insulation, EVs, etc can save half your energy usage" "It's a massive difference" "And Iran, while, and this is not just about climate change, we can use as a strategic reserve" "We can use that oil for aviation or AI data centres" "But we've got politicians here on the table today, I believe, who deny these facts" "And why should we platform you when we can save that money? The energy. The money" "And this also means that we're not paying the oil money to Russia, which uses it to strike Ukraine every day, and we pay again for defence missiles" "So it's a very serious question. And this is the science, this is the fact. You cannot say that that does not save half the energy."

Farrukh

607,790 次观看 • 5 个月前

#WATCH | Delhi: At the joint press conference with US Secretary of State Marco Rubio, EAM Dr S Jaishankar says, "There has been a very significant uptick in our energy imports from the United States. It's not new. It started out many, many years ago, but I think it's really picked up in the last year, and where India is concerned, this is an era of de-risking, and probably energy more than anything else requires de-risking. So, a big country, if you are to do de-risking, looks at multiple sourcing and for us, the United States has emerged as a very significant and reliable source of energy, as indeed have some other countries. The way we will deal with the current situation in Hormuz and frankly, going forward as well, is to diversify our energy sources, because that is at the heart of our energy security, and that is why we feel strongly that the energy market should not be distorted, should not be constrained. It is important to keep energy prices down for global growth..."

#WATCH | Delhi: At the joint press conference with US Secretary of State Marco Rubio, EAM Dr S Jaishankar says, "There has been a very significant uptick in our energy imports from the United States. It's not new. It started out many, many years ago, but I think it's really picked up in the last year, and where India is concerned, this is an era of de-risking, and probably energy more than anything else requires de-risking. So, a big country, if you are to do de-risking, looks at multiple sourcing and for us, the United States has emerged as a very significant and reliable source of energy, as indeed have some other countries. The way we will deal with the current situation in Hormuz and frankly, going forward as well, is to diversify our energy sources, because that is at the heart of our energy security, and that is why we feel strongly that the energy market should not be distorted, should not be constrained. It is important to keep energy prices down for global growth..."

ANI

16,795 次观看 • 4 个月前

🗣️: we know that your williams is starting off with an overweight problem. based on your experience, do you think it's a problem they'll be able to solve, and if so, how long will it take? carlos: honestly, i think we're starting with a weight problem and a downforce problem because, ultimately, the gap between the cars in front isn't all weight; there's also a downforce gap, and we have to address both, (find out) how it is possible that williams, who had the whole of 2025 to focus on the 2026 car and with more hours in the wind tunnel, we weren't as good at developing the car as the top four teams that had less time, and that were fighting for the world championship last year. so it's a lesson for the team to see how far ahead the frontrunners are. we also have to learn to make lighter cars, but i think we've already figured that out this year *laughs*, and i think the team will already be ready to produce lighter cars next year.

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🗣️: we know that your williams is starting off with an overweight problem. based on your experience, do you think it's a problem they'll be able to solve, and if so, how long will it take? carlos: honestly, i think we're starting with a weight problem and a downforce problem because, ultimately, the gap between the cars in front isn't all weight; there's also a downforce gap, and we have to address both, (find out) how it is possible that williams, who had the whole of 2025 to focus on the 2026 car and with more hours in the wind tunnel, we weren't as good at developing the car as the top four teams that had less time, and that were fighting for the world championship last year. so it's a lesson for the team to see how far ahead the frontrunners are. we also have to learn to make lighter cars, but i think we've already figured that out this year laughs, and i think the team will already be ready to produce lighter cars next year.

yoyo 🦄

68,107 次观看 • 7 个月前

The most interesting Scottish election commentary yesterday from Ailsa Henderson. Some good pointers for what the “independence majority” should do, at least in terms of tone, next: “I’m not talking about the rights and wrongs of holding a referendum or of independence, but just how people react to the issue. And we pick up in the data frustration about the way in which the constitutional issue has pushed other issues off the agenda. We absolutely see that in the data. But one thing we also see is that the Scottish electorate is much less nostalgic than the English electorate. And the same is true in Northern Ireland as well. And the thinking is that by having these important debates about our constitutional future, yes, they may well crowd out debates about how to improve education or how to improve health. But they also do shift our temporal focus from thinking about the glory days that we used to have to thinking about how can we build a different future. And regardless of what side of the constitutional debate you’re on, that shift in temporal framing does change the mindset. As a result, the Scottish electorate is also much less angry than the English electorate…”

The most interesting Scottish election commentary yesterday from Ailsa Henderson. Some good pointers for what the “independence majority” should do, at least in terms of tone, next: “I’m not talking about the rights and wrongs of holding a referendum or of independence, but just how people react to the issue. And we pick up in the data frustration about the way in which the constitutional issue has pushed other issues off the agenda. We absolutely see that in the data. But one thing we also see is that the Scottish electorate is much less nostalgic than the English electorate. And the same is true in Northern Ireland as well. And the thinking is that by having these important debates about our constitutional future, yes, they may well crowd out debates about how to improve education or how to improve health. But they also do shift our temporal focus from thinking about the glory days that we used to have to thinking about how can we build a different future. And regardless of what side of the constitutional debate you’re on, that shift in temporal framing does change the mindset. As a result, the Scottish electorate is also much less angry than the English electorate…”

Pat Kane

22,908 次观看 • 4 个月前

The objection by the representative of India to Pakistan's mention of Jammu and Kashmir in the Arria Formula meeting was not surprising to us. India, as a party to the Jammu and Kashmir dispute, has actually refused to implement the Security Council resolutions on this dispute, and has even refused to cooperate with the United Nations, including the good offices of the Secretary-General, and with all those mechanisms that form part of Chapter VI. As I stated in my statement, Kashmir is an international dispute. It is on the agenda of the Security Council. It was never a part of India, and it is not, and cannot be, part of India — because this was the core question at the heart of these Security Council resolutions on Jammu and Kashmir. The purpose was to determine the status of this territory: whether it wishes to be part of India or Pakistan. That status has not yet been determined, because the resolutions have not been implemented. To assert that Kashmir is a part of India is, in fact, itself a violation of the relevant Security Council resolutions. Please watch my response below to the misleading remarks of the Indian representative

The objection by the representative of India to Pakistan's mention of Jammu and Kashmir in the Arria Formula meeting was not surprising to us. India, as a party to the Jammu and Kashmir dispute, has actually refused to implement the Security Council resolutions on this dispute, and has even refused to cooperate with the United Nations, including the good offices of the Secretary-General, and with all those mechanisms that form part of Chapter VI. As I stated in my statement, Kashmir is an international dispute. It is on the agenda of the Security Council. It was never a part of India, and it is not, and cannot be, part of India — because this was the core question at the heart of these Security Council resolutions on Jammu and Kashmir. The purpose was to determine the status of this territory: whether it wishes to be part of India or Pakistan. That status has not yet been determined, because the resolutions have not been implemented. To assert that Kashmir is a part of India is, in fact, itself a violation of the relevant Security Council resolutions. Please watch my response below to the misleading remarks of the Indian representative

Asim Iftikhar Ahmad, PR of Pakistan to the UN

62,808 次观看 • 3 个月前

A lot of robot learning pipelines treat embodiment mismatch as a software problem. Collect data with one device, retarget the motion to another robot, and try to deal with the differences later. TwinDEX flips that idea around. This system is from a Chinese robotics company called X Square. Instead of starting with a generic data-collection device, the team co-designs a wearable three-finger end-effector and a robotic hand as two sides of the same learning system. They align the things that actually matter during manipulation: joint structure, link proportions, contact geometry, surface properties, visual appearance, sensing, and timing. That matters because dexterous manipulation is much more than matching hand poses. A few millimeters of contact error or a different force relationship can completely change how a task is executed. In the collection evaluation, TwinDEX delivered up to 5.3 times the effective throughput of on-robot teleoperation. It’s a useful reminder that scaling robot learning may not only be about bigger models and more data. Sometimes the hardware collecting the data is part of the data problem itself.

A lot of robot learning pipelines treat embodiment mismatch as a software problem. Collect data with one device, retarget the motion to another robot, and try to deal with the differences later. TwinDEX flips that idea around. This system is from a Chinese robotics company called X Square. Instead of starting with a generic data-collection device, the team co-designs a wearable three-finger end-effector and a robotic hand as two sides of the same learning system. They align the things that actually matter during manipulation: joint structure, link proportions, contact geometry, surface properties, visual appearance, sensing, and timing. That matters because dexterous manipulation is much more than matching hand poses. A few millimeters of contact error or a different force relationship can completely change how a task is executed. In the collection evaluation, TwinDEX delivered up to 5.3 times the effective throughput of on-robot teleoperation. It’s a useful reminder that scaling robot learning may not only be about bigger models and more data. Sometimes the hardware collecting the data is part of the data problem itself.

Alamin

48,112 次观看 • 1 个月前

Schatz: This bill will kill 300,000 jobs in wind and solar per year. We're going to lose out on $450 billion in capital as thousands of projects go under. And because of that, we're going to generate about 500 gigawatts less energy in the next decade. The 500 gigawatts less energy in the next decade is pretty much exactly the amount of energy that we're going to need to meet rising demand. We are going to have energy shortages as a result of this legislation. Energy demand is soaring for the first time in decades, largely, not exclusively but largely because of A.I. data centers. And our best chance of meeting it in the next few years is with wind and solar, not oil and gas, even nuclear and geothermal are going to take awhile.

Schatz: This bill will kill 300,000 jobs in wind and solar per year. We're going to lose out on $450 billion in capital as thousands of projects go under. And because of that, we're going to generate about 500 gigawatts less energy in the next decade. The 500 gigawatts less energy in the next decade is pretty much exactly the amount of energy that we're going to need to meet rising demand. We are going to have energy shortages as a result of this legislation. Energy demand is soaring for the first time in decades, largely, not exclusively but largely because of A.I. data centers. And our best chance of meeting it in the next few years is with wind and solar, not oil and gas, even nuclear and geothermal are going to take awhile.

Acyn

743,491 次观看 • 1 年前