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We are publishing our second deep dive today as a follow-up post on SLAM and VIO in egocentric tracking. We go deep into the sensor tradeoffs b/w global shutter and rolling shutter and their implications on SLAM / VIO - specifically how the way the camera reads each frame... show more

FPV Labs

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16,732 次观看 • 3 个月前 •via X (Twitter)

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We are publishing our first deep dive on what we believe is one of the most challenging layers in egocentric data - SLAM and VIO in the context of long-horizon state tracking. We break down how SLAM and VIO fail in egocentric settings - visual features vanish at close range, depth sensors saturate, fast head motion blurs frames, and these failures don't always occur in isolation. They hit at the exact same moment, leading to compounding errors and making the downstream data unusable. We believe the foundation for high-quality egocentric data demands sub-centimeter precision over long episodes ranging from a few minutes to up to an hour.

We are publishing our first deep dive on what we believe is one of the most challenging layers in egocentric data - SLAM and VIO in the context of long-horizon state tracking. We break down how SLAM and VIO fail in egocentric settings - visual features vanish at close range, depth sensors saturate, fast head motion blurs frames, and these failures don't always occur in isolation. They hit at the exact same moment, leading to compounding errors and making the downstream data unusable. We believe the foundation for high-quality egocentric data demands sub-centimeter precision over long episodes ranging from a few minutes to up to an hour.

FPV Labs

41,955 次观看 • 4 个月前

This seemingly obvious prediction didn't take long to become reality. MASt3R-SLAM: Real-Time Dense SLAM with 3D Reconstruction Priors Contributions: • The first real-time SLAM system using the two-view 3D reconstruction prior MASt3R [20] as a foundation. • Efficient techniques for pointmap matching, tracking and local fusion, graph construction and loop closure, and second-order global optimization. • A state-of-the-art dense SLAM system capable of handling generic, time-varying camera models. Abstract: We present a real-time monocular dense SLAM system, designed from the ground up using MASt3R, a two-view 3D reconstruction and matching prior. Equipped with this strong prior, our system remains robust on in-the-wild video sequences, making no assumptions on a fixed or parametric camera model beyond a unique camera center. Key features include: - Efficient methods for pointmap matching, camera tracking, and local fusion - Graph construction and loop closure - Second-order global optimization With known calibration, a simple modification achieves state-of-the-art performance across various benchmarks. Altogether, we propose a plug-and-play monocular SLAM system capable of producing globally-consistent poses and dense geometry while operating at 15 FPS.

This seemingly obvious prediction didn't take long to become reality. MASt3R-SLAM: Real-Time Dense SLAM with 3D Reconstruction Priors Contributions: • The first real-time SLAM system using the two-view 3D reconstruction prior MASt3R [20] as a foundation. • Efficient techniques for pointmap matching, tracking and local fusion, graph construction and loop closure, and second-order global optimization. • A state-of-the-art dense SLAM system capable of handling generic, time-varying camera models. Abstract: We present a real-time monocular dense SLAM system, designed from the ground up using MASt3R, a two-view 3D reconstruction and matching prior. Equipped with this strong prior, our system remains robust on in-the-wild video sequences, making no assumptions on a fixed or parametric camera model beyond a unique camera center. Key features include: - Efficient methods for pointmap matching, camera tracking, and local fusion - Graph construction and loop closure - Second-order global optimization With known calibration, a simple modification achieves state-of-the-art performance across various benchmarks. Altogether, we propose a plug-and-play monocular SLAM system capable of producing globally-consistent poses and dense geometry while operating at 15 FPS.

MrNeRF

29,974 次观看 • 1 年前

Yes, Canada is the only G7 country that sends taxpayer dollars into the black hole of global climate finance with no accountability and with no tracking of results or where the money actually went. Mark Carney: "Climate is a global issue, that's why we maintain global climate finance. We are the only G7 country that maintained our level of global climate finance." Record deficits and over taxed Canadians having an unaffordability crisis, and he doesn't even think how irrational and fiscally irresponsible this is.

Yes, Canada is the only G7 country that sends taxpayer dollars into the black hole of global climate finance with no accountability and with no tracking of results or where the money actually went. Mark Carney: "Climate is a global issue, that's why we maintain global climate finance. We are the only G7 country that maintained our level of global climate finance." Record deficits and over taxed Canadians having an unaffordability crisis, and he doesn't even think how irrational and fiscally irresponsible this is.

Kirk Lubimov

78,243 次观看 • 24 天前

[SIGGRAPH 2025] Photoreal Scene Reconstruction from an Egocentric Device Contributions: 1. We address the importance of employing visual-inertial bundle adjustment (VIBA) that accounts for the rolling-shutter behavior of the RGB camera. This provides a continuous camera trajectory to model pixel movement in neural reconstruction. Our experiments demonstrate that using VIBA consistently improves the novel view quality in Gaussian Splatting by +1 dB in PSNR. 2. We introduce a rasterization-based image formulation pipeline that addresses common artifacts in physical image formation, including rolling shutter, lens shading, exposure, and gain compensation. Our approach is distinct in that we represent image poses as posed pixel arrays sampled from a continuous trajectory, rather than assigning a single camera pose per image, and preserve the merit of Gaussian rasterization. Unlike existing methods that require ray-tracing Gaussians, e.g., [Moenne-Loccoz et al. 2024], our formulation is applicable to general-purpose rasterization-based Gaussian splatting. When applied to 3D Gaussian Splatting (3DGS) [Kerbl et al. 2023], our approach can further enhance reconstruction quality by +1 dB. We outperform existing baselines and demonstrate a substantial quality improvement in handling complex scenes observed by egocentric devices. 3. To reduce the effect of blur from rapid head motion in darker indoor scenes, we propose a strategy of deliberately underexposing input videos during capture, inspired by HDR+ [Hasinoff et al. 2016]. We demonstrate that we can reconstruct high-quality, noise-free scene radiance from noisy, dim input videos, and further render sharp, blur-free videos at a higher dynamic range.

[SIGGRAPH 2025] Photoreal Scene Reconstruction from an Egocentric Device Contributions: 1. We address the importance of employing visual-inertial bundle adjustment (VIBA) that accounts for the rolling-shutter behavior of the RGB camera. This provides a continuous camera trajectory to model pixel movement in neural reconstruction. Our experiments demonstrate that using VIBA consistently improves the novel view quality in Gaussian Splatting by +1 dB in PSNR. 2. We introduce a rasterization-based image formulation pipeline that addresses common artifacts in physical image formation, including rolling shutter, lens shading, exposure, and gain compensation. Our approach is distinct in that we represent image poses as posed pixel arrays sampled from a continuous trajectory, rather than assigning a single camera pose per image, and preserve the merit of Gaussian rasterization. Unlike existing methods that require ray-tracing Gaussians, e.g., [Moenne-Loccoz et al. 2024], our formulation is applicable to general-purpose rasterization-based Gaussian splatting. When applied to 3D Gaussian Splatting (3DGS) [Kerbl et al. 2023], our approach can further enhance reconstruction quality by +1 dB. We outperform existing baselines and demonstrate a substantial quality improvement in handling complex scenes observed by egocentric devices. 3. To reduce the effect of blur from rapid head motion in darker indoor scenes, we propose a strategy of deliberately underexposing input videos during capture, inspired by HDR+ [Hasinoff et al. 2016]. We demonstrate that we can reconstruct high-quality, noise-free scene radiance from noisy, dim input videos, and further render sharp, blur-free videos at a higher dynamic range.

MrNeRF

15,244 次观看 • 1 年前

Our Christmas 🎁 to you is a “Faceoff” deep dive: Jamison Coyle , Mike Kelly , and I cooked up a break down on why faceoffs are crucial and how to win them in The Lab ⬇️

Our Christmas 🎁 to you is a “Faceoff” deep dive: Jamison Coyle , Mike Kelly , and I cooked up a break down on why faceoffs are crucial and how to win them in The Lab ⬇️

Nick Olczyk

13,606 次观看 • 1 年前

College sports are in crisis, which is why I am introducing bipartisan legislation to save them. We break down exactly what the problem is and take a deep dive into our legislation on Verdict, available wherever you get your podcasts.

College sports are in crisis, which is why I am introducing bipartisan legislation to save them. We break down exactly what the problem is and take a deep dive into our legislation on Verdict, available wherever you get your podcasts.

Ted Cruz

20,367 次观看 • 2 个月前

Once we started to work with large global retailers, we needed a better way to scale this process. Ideally, the staff at the store could do this themselves — rather than us flying our team across the world — and then we could lower the cost and timelines. So we built a self-serve version of our survey app, with a tutorial mode designed for beginners. Over time, we collected millions of data points, and so we were able to develop an algorithm which would auto-correct mistakes. In other words, if the surveyor accidentally placed their ground-truth location in the wrong place on the map, we could use our algorithms to detect it, and correct it. So now we have WiFi, and with and our efforts on producing a high quality survey, we have the best WiFi positioning available. With WiFi on its own, it’s achieving 3 meter accuracy. This is a great foundation to build on. WiFi + Motion data To refine this down to 1-meter accuracy, we realised that we could combine WiFi with the same technology behind self-driving cars and robotics: a motion system called SLAM (Simultaneous Localization and Mapping). SLAM uses the accelerometer, gyroscope and camera system to understand precise device motion. Imagine a car driving through a tunnel, using the motion since its last GPS ping to keep location accurate until it comes out the other side. On a phone, this technology is very reliable, and measures device motion with high precision. But SLAM is measuring motion within its own coordinate space, it’s not aligned with the real world. SLAM tracks the user’s relative motion, like “moved forward 2 meters, then turned left”, but does “forward” mean “north”, or some other direction? It’s not calibrated, so it could mean any location, any direction. We can’t rely on the compass to help us out with this, because phone compasses are notoriously incorrect — everyone knows the frustration of being sent the wrong way down a street. So our job was to align this motion data with the triangulation data we were receiving from WiFi. We designed an algorithm that could simulate every possibility, filter the unlikely scenarios, and hone in your location, using WiFi as an anchor. So WiFi gives us the initial blue dot, SLAM gives us motion, and as the user starts walking and we receive more data, our algorithms can refine location accuracy down to a consistent 1-meter accuracy. We’ve tested these algorithms in many locations, on hundreds of hours of ground-truth data:

Once we started to work with large global retailers, we needed a better way to scale this process. Ideally, the staff at the store could do this themselves — rather than us flying our team across the world — and then we could lower the cost and timelines. So we built a self-serve version of our survey app, with a tutorial mode designed for beginners. Over time, we collected millions of data points, and so we were able to develop an algorithm which would auto-correct mistakes. In other words, if the surveyor accidentally placed their ground-truth location in the wrong place on the map, we could use our algorithms to detect it, and correct it. So now we have WiFi, and with and our efforts on producing a high quality survey, we have the best WiFi positioning available. With WiFi on its own, it’s achieving 3 meter accuracy. This is a great foundation to build on. WiFi + Motion data To refine this down to 1-meter accuracy, we realised that we could combine WiFi with the same technology behind self-driving cars and robotics: a motion system called SLAM (Simultaneous Localization and Mapping). SLAM uses the accelerometer, gyroscope and camera system to understand precise device motion. Imagine a car driving through a tunnel, using the motion since its last GPS ping to keep location accurate until it comes out the other side. On a phone, this technology is very reliable, and measures device motion with high precision. But SLAM is measuring motion within its own coordinate space, it’s not aligned with the real world. SLAM tracks the user’s relative motion, like “moved forward 2 meters, then turned left”, but does “forward” mean “north”, or some other direction? It’s not calibrated, so it could mean any location, any direction. We can’t rely on the compass to help us out with this, because phone compasses are notoriously incorrect — everyone knows the frustration of being sent the wrong way down a street. So our job was to align this motion data with the triangulation data we were receiving from WiFi. We designed an algorithm that could simulate every possibility, filter the unlikely scenarios, and hone in your location, using WiFi as an anchor. So WiFi gives us the initial blue dot, SLAM gives us motion, and as the user starts walking and we receive more data, our algorithms can refine location accuracy down to a consistent 1-meter accuracy. We’ve tested these algorithms in many locations, on hundreds of hours of ground-truth data:

Andrew Hart

90,946 次观看 • 1 年前

The World Cup is one of the best examples of a global, local event - it's both the most viewed event globally and yet the way it's celebrated is always so local in nature. Operating globally in a hyperlocal way is exactly what we do everyday DoorDash. That's why we're excited to sponsor this year's FIFA World Cup and have each of our brands, DoorDash, Deliveroo and Wolt come together in a global campaign to celebrate each of the countries where we operate.

The World Cup is one of the best examples of a global, local event - it's both the most viewed event globally and yet the way it's celebrated is always so local in nature. Operating globally in a hyperlocal way is exactly what we do everyday DoorDash. That's why we're excited to sponsor this year's FIFA World Cup and have each of our brands, DoorDash, Deliveroo and Wolt come together in a global campaign to celebrate each of the countries where we operate.

Tony Xu

24,183 次观看 • 2 个月前

Today, and every time we prepare and make decisions for the sake of our Europe, for the sake of our values, we must remember that every doubt we show here in Europe is a trench that 🇷🇺 will definitely try to occupy. I said this at the second meeting of the European Political Community, which is taking place today in Moldova. Since February 24 last year, the limits of security in Europe have in fact been the limits of our determination, our ability to act together for the sake of the interests of our peoples and the whole Europe. As much as we can reject doubts, we can reject the evil of aggression. This year – is for decisions. In summer – in Vilnius, at the NATO summit – the clear invitation to membership for 🇺🇦 is needed, and the security guarantees on the way to NATO membership are needed. In fall, on our accession to the 🇪🇺 – clear positive decision is needed. And we are also preparing the Peace Summit, which will guide the world majority to implement the joint #PeaceFormula, and it is a global need. The time has come, and the doubts must vanish. We openly say that only a strong air defense, namely the coalition of “Patriots”, namely the coalition of modern fighter jets can defeat 🇷🇺 terror. We are offering appropriate decisions and promoting appropriate decisions. 🇺🇦🇺🇦🇺🇦

Today, and every time we prepare and make decisions for the sake of our Europe, for the sake of our values, we must remember that every doubt we show here in Europe is a trench that 🇷🇺 will definitely try to occupy. I said this at the second meeting of the European Political Community, which is taking place today in Moldova. Since February 24 last year, the limits of security in Europe have in fact been the limits of our determination, our ability to act together for the sake of the interests of our peoples and the whole Europe. As much as we can reject doubts, we can reject the evil of aggression. This year – is for decisions. In summer – in Vilnius, at the NATO summit – the clear invitation to membership for 🇺🇦 is needed, and the security guarantees on the way to NATO membership are needed. In fall, on our accession to the 🇪🇺 – clear positive decision is needed. And we are also preparing the Peace Summit, which will guide the world majority to implement the joint #PeaceFormula, and it is a global need. The time has come, and the doubts must vanish. We openly say that only a strong air defense, namely the coalition of “Patriots”, namely the coalition of modern fighter jets can defeat 🇷🇺 terror. We are offering appropriate decisions and promoting appropriate decisions. 🇺🇦🇺🇦🇺🇦

Volodymyr Zelenskyy / Володимир Зеленський

532,250 次观看 • 3 年前

Have you DYOR on BloodLoop🔺 | Hero-Shooter yet? The Public Round of the IDO starts tomorrow so we thought we might give you a helping hand 🤝 Tune in as we dive deep into this lively FPS game and discover why there are +250k sign-ups for the beta 🎥

Have you DYOR on BloodLoop🔺 | Hero-Shooter yet? The Public Round of the IDO starts tomorrow so we thought we might give you a helping hand 🤝 Tune in as we dive deep into this lively FPS game and discover why there are +250k sign-ups for the beta 🎥

Seedify

165,637 次观看 • 2 年前

"Kevin Warsh, of course, is going to go down in history as the biggest hit job on the market for precious metals." Mark Thornton breaks down why a Volcker-style rate shock would "kill the economy," and explains his theory on how the bullion banks had early notice on the new Fed Chair nomination before the massive gold and silver slam down. Watch the full interview.

"Kevin Warsh, of course, is going to go down in history as the biggest hit job on the market for precious metals." Mark Thornton breaks down why a Volcker-style rate shock would "kill the economy," and explains his theory on how the bullion banks had early notice on the new Fed Chair nomination before the massive gold and silver slam down. Watch the full interview.

Jeremy Szafron

67,563 次观看 • 2 个月前

UNSTOPPABLE ENERGY: Venture Global is launching our first national advertising campaign – “Unstoppable Energy”. “Venture Global is excited to unveil our very first national advertising campaign, featuring the accomplished Billy Bob Thornton as its voice,” said Venture Global CEO Mike Sabel. “The Unstoppable Energy campaign portrays the roll-up-your-sleeves tenacity and innovation that drives our company every day. We are proud to introduce the ethos and story of the Venture Global brand across the U.S. as we grow into one of the largest liquefied natural gas (LNG) exporters in the world.” Read more: Watch the first commercial spot, "Fraction", here -

Venture Global

39,235 次观看 • 4 个月前

The battles are fierce, but we are moving forward, and this is very important. The enemy's losses are exactly what we need. Although the weather is unfavorable these days – the rains make our task more difficult – the strength of our warriors still yields results, and I thank everyone who is in combat now, everyone who supports our combat brigades in the relevant areas. Generals Syrskyi and Tarnavskyi reported today on the successes we have already achieved, on the points of the front where we need reinforcement, and on the actions that can break more Russian positions. Thank you to our guys for every Ukrainian flag that is now returning to its rightful place in the villages of the newly de-occupied territory! Thank you also for the significant replenishment of our exchange fund!

The battles are fierce, but we are moving forward, and this is very important. The enemy's losses are exactly what we need. Although the weather is unfavorable these days – the rains make our task more difficult – the strength of our warriors still yields results, and I thank everyone who is in combat now, everyone who supports our combat brigades in the relevant areas. Generals Syrskyi and Tarnavskyi reported today on the successes we have already achieved, on the points of the front where we need reinforcement, and on the actions that can break more Russian positions. Thank you to our guys for every Ukrainian flag that is now returning to its rightful place in the villages of the newly de-occupied territory! Thank you also for the significant replenishment of our exchange fund!

Volodymyr Zelenskyy / Володимир Зеленський

1,466,008 次观看 • 3 年前

Estrack: tracking satellites at the speed of light ✨ Today, we expanded our deep space communication capabilities with the construction of a new 35-metre deep space antenna – the fourth of its kind. It will be joining the existing one at New Norcia station, Australia, to help meet our fast increasing data download needs. Estrack, keeps an eye on satellites no matter their location: tracking them across Earth orbit, voyaging to comets or asteroids and deep into our Solar System. It even keeps tabs on European launchers as they soar into orbit, ensuring no rocket is ever out of reach. 🔗

Estrack: tracking satellites at the speed of light ✨ Today, we expanded our deep space communication capabilities with the construction of a new 35-metre deep space antenna – the fourth of its kind. It will be joining the existing one at New Norcia station, Australia, to help meet our fast increasing data download needs. Estrack, keeps an eye on satellites no matter their location: tracking them across Earth orbit, voyaging to comets or asteroids and deep into our Solar System. It even keeps tabs on European launchers as they soar into orbit, ensuring no rocket is ever out of reach. 🔗

European Space Agency

58,080 次观看 • 10 个月前

Socialist Democrat Melat Kiros says America will stop exploiting the world if enough immigrants from the "global south" get into elected office "There's a certain reckoning that we are going to have to have with the global world order as it exists today and the way that it fundamentally will have to shift going forward. The responsibility that we have as Americans, the recognition that is going to be required of us -- of the exploitative and extractive nature that we play on the global scale and the global stage is only going to be challenged if we are getting represented by people who understand that on a fundamental level. And that means getting more immigrants into office. That means getting more people who have heritage in the global south into office."

Socialist Democrat Melat Kiros says America will stop exploiting the world if enough immigrants from the "global south" get into elected office "There's a certain reckoning that we are going to have to have with the global world order as it exists today and the way that it fundamentally will have to shift going forward. The responsibility that we have as Americans, the recognition that is going to be required of us -- of the exploitative and extractive nature that we play on the global scale and the global stage is only going to be challenged if we are getting represented by people who understand that on a fundamental level. And that means getting more immigrants into office. That means getting more people who have heritage in the global south into office."

Breitbart News

1,249,894 次观看 • 21 天前

When you’re defeated, a sunset can also be a sunrise. People often ask us why we look “dirty” in our videos. This is the answer: Golden Salt was born from effort, from mistakes, from “no’s,” from defeats. As a violinist and a guitarist, as women, and as human beings, we recognize ourselves in everyone who hopes and fails, because that is our story too. As independent artists, we carry on our shoulders the weight of everything we do. In a world that celebrates victories, for every winner there are a thousand who lose… and among those, many times, we have been there, and we still are today. That’s why the track “L0SER (Future Rave Remix)” on our album is one of the ones we care about the most: it is the heart of our work. Full song here: Golden Salt will always stand on the side of the defeated, to rise stronger than before. #goldensalt #violinst #guitarist #electricguitar

When you’re defeated, a sunset can also be a sunrise. People often ask us why we look “dirty” in our videos. This is the answer: Golden Salt was born from effort, from mistakes, from “no’s,” from defeats. As a violinist and a guitarist, as women, and as human beings, we recognize ourselves in everyone who hopes and fails, because that is our story too. As independent artists, we carry on our shoulders the weight of everything we do. In a world that celebrates victories, for every winner there are a thousand who lose… and among those, many times, we have been there, and we still are today. That’s why the track “L0SER (Future Rave Remix)” on our album is one of the ones we care about the most: it is the heart of our work. Full song here: Golden Salt will always stand on the side of the defeated, to rise stronger than before. #goldensalt #violinst #guitarist #electricguitar

Golden Salt

22,791 次观看 • 8 个月前

President Trump’s antitrust dream team—Andrew Ferguson, Gail Slater, and Mark Meador—should focus like a laser beam on the four titans of Big Tech: Google, Amazon, Facebook, and Apple. They are existential threats to our free markets. These trillion-dollar Big Tech monopolists crush competition, cancel conservatives, and shutter small businesses. We have a bipartisan coalition to break up Big Tech, and we cannot afford to lose focus now.

President Trump’s antitrust dream team—Andrew Ferguson, Gail Slater, and Mark Meador—should focus like a laser beam on the four titans of Big Tech: Google, Amazon, Facebook, and Apple. They are existential threats to our free markets. These trillion-dollar Big Tech monopolists crush competition, cancel conservatives, and shutter small businesses. We have a bipartisan coalition to break up Big Tech, and we cannot afford to lose focus now.

🇺🇸 Mike Davis 🇺🇸

28,289 次观看 • 1 年前

The world reacts in horror to ISIS, but the Islamic Republic has been doing the same thing for 47 years, under the cover of a state. Why do we treat the Islamic Republic as a legitimate regime? It’s time for the Western world to expel these ambassadors, shutter these embassies, and revoke recognition of a regime that is illegitimate. My conversation with Lital Shemesh ליטל שמש - Lital Shemesh on Israel’s Chanel 14:

The world reacts in horror to ISIS, but the Islamic Republic has been doing the same thing for 47 years, under the cover of a state. Why do we treat the Islamic Republic as a legitimate regime? It’s time for the Western world to expel these ambassadors, shutter these embassies, and revoke recognition of a regime that is illegitimate. My conversation with Lital Shemesh ליטל שמש - Lital Shemesh on Israel’s Chanel 14:

Emily Schrader - אמילי שריידר امیلی شریدر

19,300 次观看 • 5 个月前

“Our struggle as a country has always been guided by values. The rules we follow and the choices we make are grounded in those values - ones that unite us and ensure no one is left behind because of their background. We also believe in aiming high. If we are human beings like others, why should we settle for less? Why limit what we can achieve when we have the ability to rise? Our mindset is what determines whether we rise - or sink. Unity is another core value. We’ve seen what happens when it’s absent. That’s why we must bring everyone along and define together what is best for us. But we don’t exist in isolation. No country is an island. We must stay connected to the world - but that starts with being grounded in who we are: our people, our politics, our foundation. Before reaching out, we must get things right where we are anchored. That’s how we gain strength - and that’s how we are embraced by others. This is not a one-time decision. It’s an ongoing process. We must constantly reflect, examine our values, and adjust our rules and choices to fit the moment and the future we are building.” President Kagame | #Kwibohora31

“Our struggle as a country has always been guided by values. The rules we follow and the choices we make are grounded in those values - ones that unite us and ensure no one is left behind because of their background. We also believe in aiming high. If we are human beings like others, why should we settle for less? Why limit what we can achieve when we have the ability to rise? Our mindset is what determines whether we rise - or sink. Unity is another core value. We’ve seen what happens when it’s absent. That’s why we must bring everyone along and define together what is best for us. But we don’t exist in isolation. No country is an island. We must stay connected to the world - but that starts with being grounded in who we are: our people, our politics, our foundation. Before reaching out, we must get things right where we are anchored. That’s how we gain strength - and that’s how we are embraced by others. This is not a one-time decision. It’s an ongoing process. We must constantly reflect, examine our values, and adjust our rules and choices to fit the moment and the future we are building.” President Kagame | #Kwibohora31

Presidency | Rwanda

32,881 次观看 • 1 年前

Prime Minister Benjamin Netanyahu, today, at the start of the Security Cabinet meeting: "As per the directive of myself, the Defense Minister and the IDF Chief of Staff, we are deepening our operation in Lebanon. The IDF is operating with large forces on the ground and seizing dominant terrain. We are fortifying the security zone to protect the communities of the north. Concurrently, we are leading a massive national effort to advance creative and innovative solutions against explosive drones. We back and praise our heroic commanders and soldiers. They are deep in the field. We are counting on you!"

Prime Minister Benjamin Netanyahu, today, at the start of the Security Cabinet meeting: "As per the directive of myself, the Defense Minister and the IDF Chief of Staff, we are deepening our operation in Lebanon. The IDF is operating with large forces on the ground and seizing dominant terrain. We are fortifying the security zone to protect the communities of the north. Concurrently, we are leading a massive national effort to advance creative and innovative solutions against explosive drones. We back and praise our heroic commanders and soldiers. They are deep in the field. We are counting on you!"

Prime Minister of Israel

45,383 次观看 • 2 个月前