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New work: The Value Axis 🎯 How do LLMs choose which path to take mid-task? We find they internally track the chance of reaching their goal along a linear axis, akin to a value function in RL. We show it modulates confidence in math & coding and can be... show more

Nick Jiang

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28,365 views • 1 month ago •via X (Twitter)

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President Trump on Iran: “We killed all their leadership. And then they met to choose new leaders, and we killed all of them. And now we have a new group and we can easily do that. But let’s see how they turn out.” Most based POTUS in history.

President Trump on Iran: “We killed all their leadership. And then they met to choose new leaders, and we killed all of them. And now we have a new group and we can easily do that. But let’s see how they turn out.” Most based POTUS in history.

Paul A. Szypula 🇺🇸

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These are some videos from Chinese pioneers clubs or individuals! I heard right now almost all offline Barter in China use GCV price. A lot pioneers are very happy to show their strong support for GCV price! Pi is a fight and price is weapon! Pioneers are Pi owners so they should understand Pi value and treasure it. Of course we call pioneers can do any kind of empower to Pi which may include to be Eco or/ and Business Ambassador. To be validator. To setup node. To support and pay attention to Eco application and give feedback. Anything can make the whole world understand Pi value we can do it ! #WhatIDoForPi #PiGCV Pi Network

These are some videos from Chinese pioneers clubs or individuals! I heard right now almost all offline Barter in China use GCV price. A lot pioneers are very happy to show their strong support for GCV price! Pi is a fight and price is weapon! Pioneers are Pi owners so they should understand Pi value and treasure it. Of course we call pioneers can do any kind of empower to Pi which may include to be Eco or/ and Business Ambassador. To be validator. To setup node. To support and pay attention to Eco application and give feedback. Anything can make the whole world understand Pi value we can do it ! #WhatIDoForPi #PiGCV Pi Network

Doris Yin 东方紫莲🪷

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We continue to struggle with flooding in the city because whenever it rains, our own people use the running water as their trash car to take their garbage. They dump it in the drainage systems which later gets blocked and boom casing floods. We need to make sure we raise children who value the environment enough to know that this activity here affects us all…..

We continue to struggle with flooding in the city because whenever it rains, our own people use the running water as their trash car to take their garbage. They dump it in the drainage systems which later gets blocked and boom casing floods. We need to make sure we raise children who value the environment enough to know that this activity here affects us all…..

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It’s our 25th birthday and we want to celebrate with you. Do you really know what you can get from our eBucks partners? Find at least one keyword, then 𝗥𝗘𝗣𝗟𝗬 using our hashtag LoveFNB, and stand a chance to win a Prize up to the value of R1k!

It’s our 25th birthday and we want to celebrate with you. Do you really know what you can get from our eBucks partners? Find at least one keyword, then 𝗥𝗘𝗣𝗟𝗬 using our hashtag LoveFNB, and stand a chance to win a Prize up to the value of R1k!

FNB South Africa

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RL is back! But is it always the best choice? In a new paper, we investigate under what circumstances neuroevolution outperforms RL in transfer learning tasks. See more details in the thread below 🧵 While NE performs best in simpler domains, it will be interesting to see if the lessons learned here can also be applied to more complex systems/tasks (LLMs?).

RL is back! But is it always the best choice? In a new paper, we investigate under what circumstances neuroevolution outperforms RL in transfer learning tasks. See more details in the thread below 🧵 While NE performs best in simpler domains, it will be interesting to see if the lessons learned here can also be applied to more complex systems/tasks (LLMs?).

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After testing over 200 cars, Edmunds names the new Tesla Model Y the best car they drove in 2025. “Its combination of utility, value, and performance, is hard to find in a single vehicle, and that makes this the best car we drove this year”

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🆘We have very urgently new fundraiser🆘 The fighters in the Kupyansk direction (Kharkiv Oblast) urgently need a pickup truck. You can see the conditions they work in and what happened to their last vehicle(2,3,4 video/photo) I think we can do this together and help guys. GOAL-8️⃣5️⃣0️⃣0️⃣💲 COLLECTED-1️⃣0️⃣5️⃣💲 🅿️🅿️ lifetreeof2@gmail.com

🆘We have very urgently new fundraiser🆘 The fighters in the Kupyansk direction (Kharkiv Oblast) urgently need a pickup truck. You can see the conditions they work in and what happened to their last vehicle(2,3,4 video/photo) I think we can do this together and help guys. GOAL-8️⃣5️⃣0️⃣0️⃣💲 COLLECTED-1️⃣0️⃣5️⃣💲 🅿️🅿️ [email protected]

Georgian warrior in Ukraine🇬🇪(young)🇺🇦

171,206 views • 8 months ago

Dear Pioneers 🌏 We are living in a decisive moment! Pi Network has the potential to become a true revolution in the global financial landscape, but for that to happen, we must act wisely and united. We are millions of Pioneers around the world, driven by the same purpose: to create a decentralized, accessible, and fair financial system for all. The real value of Pi is not determined by the traditional market but by our confidence and engagement. The GCV of $314,159 represents much more than just a number – it symbolizes our conviction about Pi's potential. Our Strength Lies in the Community For Pi to reach its true value, we need to act strategically and with commitment. No great project can sustain itself without the support of its participants. If we want to see Pi shine, we must: ✅ Avoid having our Pi traded on exchanges prematurely, creating scarcity and strengthening its value ✅ Not accept selling it for prices lower than it truly deserves ✅ Acquire and withdraw Pi from exchanges, consolidating its strength in the market ✅ Use it in real transactions, promoting its growth as a global digital currency ✅ Spread awareness and encourage its daily use, expanding its acceptance Each Pioneer plays a crucial role in this process. The more we use and value Pi within the ecosystem, the more it will establish itself as an asset of great global impact. The Future Is in Our Hands We can allow speculators to dictate the value of Pi, or we can take control of our own destiny and ensure that it reaches its true potential. The decision is ours! If we act together, with strategy and determination, nothing can stop us from making Pi Network a milestone in cryptocurrency history. The time is now, and each of us is a fundamental part of this revolution. Let's strengthen Pi together and make the GCV of $314,159 an undeniable reality! Sérgio Cruz, Portugal GCV Ambassador 🇵🇹

Dear Pioneers 🌏 We are living in a decisive moment! Pi Network has the potential to become a true revolution in the global financial landscape, but for that to happen, we must act wisely and united. We are millions of Pioneers around the world, driven by the same purpose: to create a decentralized, accessible, and fair financial system for all. The real value of Pi is not determined by the traditional market but by our confidence and engagement. The GCV of $314,159 represents much more than just a number – it symbolizes our conviction about Pi's potential. Our Strength Lies in the Community For Pi to reach its true value, we need to act strategically and with commitment. No great project can sustain itself without the support of its participants. If we want to see Pi shine, we must: ✅ Avoid having our Pi traded on exchanges prematurely, creating scarcity and strengthening its value ✅ Not accept selling it for prices lower than it truly deserves ✅ Acquire and withdraw Pi from exchanges, consolidating its strength in the market ✅ Use it in real transactions, promoting its growth as a global digital currency ✅ Spread awareness and encourage its daily use, expanding its acceptance Each Pioneer plays a crucial role in this process. The more we use and value Pi within the ecosystem, the more it will establish itself as an asset of great global impact. The Future Is in Our Hands We can allow speculators to dictate the value of Pi, or we can take control of our own destiny and ensure that it reaches its true potential. The decision is ours! If we act together, with strategy and determination, nothing can stop us from making Pi Network a milestone in cryptocurrency history. The time is now, and each of us is a fundamental part of this revolution. Let's strengthen Pi together and make the GCV of $314,159 an undeniable reality! Sérgio Cruz, Portugal GCV Ambassador 🇵🇹

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This week my cabinet colleagues and I met with Inuit leadership in Inuvik, N.W.T. to chart a new path forward, together. We focused on how we can work in partnership to build the major projects — ports, highways, energy corridors, and more — that will create high-paying careers and long-term prosperity in the North.

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Memories are the previous learnings and context. Developers build up state and context as they do work, which is what makes a more tenured developer more effective than a brand new one with a similar skillset. It would be both inefficient and painful to relearn information from scratch around code structure, architecture, etc each time you needed to do a new task. Memories solve for this. As you do work with Cascade, it can automatically choose to “remember” pieces of information that it learns as Memories, and for any later work, it can choose to pull from this memory bank instead of trying to relearn that information from scratch. You also can manually prompt Cascade to remember parts of conversations as Memories and can manually go in and edit Memories post-fact. Here’s a developer asking Cascade to save some knowledge as a Memory:

Windsurf

12,356 views • 1 year ago

Situation on Raqqa [17/1/2026]: After capturing Deir Hafer and Maskanah, the STG continued their advance towards the city of Tabqa, opening three other fronts along the N-4 axis. - N-4 axis: the militants continued advancing along the highway until they reached the hill of Rujm al-Khaznah south of Tabqa - Ithriya axis: the militants took the oil wells of Safiya and Thawra, flanking the Tabqa airport, which was completely captured during the night. - Ma'dan axis: With the start of fighting in southwestern Raqqa, Arab tribes and terrorist cells rose up in the towns on the southern bank of the Euphrates, facilitating the advance of the STG and the expulsion of the SDF, which ended up reaching the southern entrance to Raqqa. - Resafa axis: Resafa, its ruins, and surrounding villages such as Jadin Kabirah were taken. The militants advanced to Mansurah, taking advantage of the activation of ISIS cells and the uprising of Arab tribes. The SDF intervened in the town to facilitate the evacuation of its troops to Raqqa and Tabqa. Subsequently, the STG entered Masurah and reached the Baath/Azadî dam. Currently, the SDF only controls the city of Tabqa, which is witnessing street fighting due to tribal and terrorist insurgency, while preparing for the complete evacuation of the west bank of the Euphrates. Map: [ ]

Situation on Raqqa [17/1/2026]: After capturing Deir Hafer and Maskanah, the STG continued their advance towards the city of Tabqa, opening three other fronts along the N-4 axis. - N-4 axis: the militants continued advancing along the highway until they reached the hill of Rujm al-Khaznah south of Tabqa - Ithriya axis: the militants took the oil wells of Safiya and Thawra, flanking the Tabqa airport, which was completely captured during the night. - Ma'dan axis: With the start of fighting in southwestern Raqqa, Arab tribes and terrorist cells rose up in the towns on the southern bank of the Euphrates, facilitating the advance of the STG and the expulsion of the SDF, which ended up reaching the southern entrance to Raqqa. - Resafa axis: Resafa, its ruins, and surrounding villages such as Jadin Kabirah were taken. The militants advanced to Mansurah, taking advantage of the activation of ISIS cells and the uprising of Arab tribes. The SDF intervened in the town to facilitate the evacuation of its troops to Raqqa and Tabqa. Subsequently, the STG entered Masurah and reached the Baath/Azadî dam. Currently, the SDF only controls the city of Tabqa, which is witnessing street fighting due to tribal and terrorist insurgency, while preparing for the complete evacuation of the west bank of the Euphrates. Map: [ ]

@Suriyak

12,526 views • 6 months ago

It was not on my schedule to have take over my livestream today! It was very welcomed and fun. I personally found a lot of value in talking through where we differ in our analysis of the cycle. Go show Benjamin some love!

It was not on my schedule to have take over my livestream today! It was very welcomed and fun. I personally found a lot of value in talking through where we differ in our analysis of the cycle. Go show Benjamin some love!

Dan Gambardello

90,253 views • 6 months ago

Calling all ROG gamers! We value your voice in shaping the future of photography on our new ROG Phone 8! 📷 Cast your vote and stand a chance to win a brand new ROG Phone👉 #ROGPhone8 #BeyondGaming

ROG Global

27,040 views • 2 years ago

In lieu of tonight’s regularly scheduled episode, we will be paying honor to a fallen soldier. Scotty Mar10 passed away last night, and we are all heartbroken. Scotty was a true digital warrior, and that goes along with his service in the United States Military. It didn’t feel right to do a show tonight, so instead - we will be rolling 2 hours worth of some of Scotty’s best work. RIP Scotty. May your walk with Jesus be glorious. We all got the watch now, brother. Show starts at 6pm. Watch here:

In lieu of tonight’s regularly scheduled episode, we will be paying honor to a fallen soldier. Scotty Mar10 passed away last night, and we are all heartbroken. Scotty was a true digital warrior, and that goes along with his service in the United States Military. It didn’t feel right to do a show tonight, so instead - we will be rolling 2 hours worth of some of Scotty’s best work. RIP Scotty. May your walk with Jesus be glorious. We all got the watch now, brother. Show starts at 6pm. Watch here:

Paul Fleuret

31,570 views • 6 months ago

This plate has a reused value. For single brothers, don’t throw it away, it can be reused to store stew in the fridge. 😄 We say thank you to MOTUNRADE (Zobo and Tigernut drink) and her team 🙏🏾

This plate has a reused value. For single brothers, don’t throw it away, it can be reused to store stew in the fridge. 😄 We say thank you to MOTUNRADE (Zobo and Tigernut drink) and her team 🙏🏾

X Muslim Ummah

11,814 views • 5 months ago

Hey y’all! I got the chance to work with Dove & be apart of the world’s first complete guide for coding textured hair and protective styles in video games & it’s finally live! ✨ Check my bio to take a look! 🔥 #CodeMyCrown #MyHairMyCROWN #CROWNProud #DovePartner

Hey y’all! I got the chance to work with Dove & be apart of the world’s first complete guide for coding textured hair and protective styles in video games & it’s finally live! ✨ Check my bio to take a look! 🔥 #CodeMyCrown #MyHairMyCROWN #CROWNProud #DovePartner

Mira 💋

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