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Predicting how the environment changes over time is a key task in robotics, enabling all kinds of downstream tasks. Trace Anything is a very interesting look at how you can train models which predict the trajectory each point will take in the future -- you can use this for...

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Chris Paxton

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56,845 просмотров • 6 месяцев назад •via X (Twitter)

Наука и технологии
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Qualia has been selected for the Google DeepMind Robotics Program. We train embodied models that put a robot on a real manual task and make it work, on the floor, not in a demo. Foundation models and reasoning are where robotics is heading, and doing that work alongside DeepMind, who are pushing this frontier, is exactly where we want to be. If you are a company looking to see how a new generation of robots can help your manual tasks, contact us at hello@qualiastudios.dev More soon
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Qualia has been selected for the Google DeepMind Robotics Program. We train embodied models that put a robot on a real manual task and make it work, on the floor, not in a demo. Foundation models and reasoning are where robotics is heading, and doing that work alongside DeepMind, who are pushing this frontier, is exactly where we want to be. If you are a company looking to see how a new generation of robots can help your manual tasks, contact us at [email protected] More soon

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Prediction market is the future? Where you can predict the future? Whatever is it, Yoso 👁️ - Social Prediction is here to make your prediction journey more smooth & enjoyable Why Yoso? -Short cycle designed (for more frequent trading) - Interface looks like more fun & chill - Predict with a social vibe -Faster & smooth user experience Lets enter into the prediction world with cool vibe😎 Join : Explore and enjoyyy...
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Prediction market is the future? Where you can predict the future? Whatever is it, Yoso 👁️ - Social Prediction is here to make your prediction journey more smooth & enjoyable Why Yoso? -Short cycle designed (for more frequent trading) - Interface looks like more fun & chill - Predict with a social vibe -Faster & smooth user experience Lets enter into the prediction world with cool vibe😎 Join : Explore and enjoyyy...

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Open-Sourced Robotics Datasets Have Exploded This Year, Turning The Field Into A More Scalable And Collaborative Ecosystem. We can expect major breakthroughs in the very near future; the data for robotics is exploding!
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Open-Sourced Robotics Datasets Have Exploded This Year, Turning The Field Into A More Scalable And Collaborative Ecosystem. We can expect major breakthroughs in the very near future; the data for robotics is exploding!

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New AI video model MotionStream lets you control motion in real time. This is a glimpse at what all video models will allow you to do in the future.
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New AI video model MotionStream lets you control motion in real time. This is a glimpse at what all video models will allow you to do in the future.

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🤖Why is robot manipulation still an open challenge? This video shows a kitting task -- packing multiple items into a single product. No robot today can do this autonomously. Big challenges = big opportunities for research and industry. #robotics #manipulation #automation
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🤖Why is robot manipulation still an open challenge? This video shows a kitting task -- packing multiple items into a single product. No robot today can do this autonomously. Big challenges = big opportunities for research and industry. #robotics #manipulation #automation

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With a test such as this, success is measured by how much we can learn, which will inform and improve the probability of success in the future as SpaceX rapidly advances development of Starship
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With a test such as this, success is measured by how much we can learn, which will inform and improve the probability of success in the future as SpaceX rapidly advances development of Starship

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This video that’s circulating of Kylie and Timotheé is the perfect example of how every woman wants a man to act towards them. Literally all of his attention is on her. He is making her feel like the most beautiful and special girl in the entire room. And you can tell he’s absolutely obsessed with her. This is all a woman wants. This behavior is more important than your looks, it’s more important than the amount of money you make, the car you drive, and all of the other reasons people list in order to be in a relationship. How you treat her and how you make her feel on a daily basis will ALWAYS be what makes her fall and stay in love with you.
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This video that’s circulating of Kylie and Timotheé is the perfect example of how every woman wants a man to act towards them. Literally all of his attention is on her. He is making her feel like the most beautiful and special girl in the entire room. And you can tell he’s absolutely obsessed with her. This is all a woman wants. This behavior is more important than your looks, it’s more important than the amount of money you make, the car you drive, and all of the other reasons people list in order to be in a relationship. How you treat her and how you make her feel on a daily basis will ALWAYS be what makes her fall and stay in love with you.

𝑆𝑎𝑣𝑎𝑛𝑛𝑎ℎ🪞🪷🕊️

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The combat you saw in the Content creators demo was just a really small sneak peek… Let me show you more about the real combat of AIKODE… In this video there is A LOT of things going on, in fact, the outfit changed 4 times in this video! In AIKODE you can change between 3 Outfits during GAMEPLAY (you can choose what 3 outfits will you use in the menu between 200 different options). The Outfit system also changes your weapon, animations, hairstyle and abilities, (You can customize all of this on the menu for every outfit slot). While the abilities are “charging” you can keep changing between outfits to use the abilities that are already charged... and at the same time you can keep doing combos without any type of delay and smoothly change between your weapons. In this video you can see just some of the abilities, outfits, and stances/weapons. #AIKODE #UE5
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The combat you saw in the Content creators demo was just a really small sneak peek… Let me show you more about the real combat of AIKODE… In this video there is A LOT of things going on, in fact, the outfit changed 4 times in this video! In AIKODE you can change between 3 Outfits during GAMEPLAY (you can choose what 3 outfits will you use in the menu between 200 different options). The Outfit system also changes your weapon, animations, hairstyle and abilities, (You can customize all of this on the menu for every outfit slot). While the abilities are “charging” you can keep changing between outfits to use the abilities that are already charged... and at the same time you can keep doing combos without any type of delay and smoothly change between your weapons. In this video you can see just some of the abilities, outfits, and stances/weapons. #AIKODE #UE5

AIKODE

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🚀Thrilled to share what we’ve been building at TRI over the past several months: our first Large Behavior Models (LBMs) are here! I’m proud to have been a core contributor to the multi-task policy learning and post-training efforts. At TRI, we’ve been researching how LBMs can help robots learn faster, better, and more efficiently. The key takeaways: ✅ We built an evaluation pipeline to benchmark LBM performance with real 𝐬𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐚𝐥 𝐜𝐨𝐧𝐟𝐢𝐝𝐞𝐧𝐜𝐞 ✅ Pre-training on hundreds of tasks makes models more robust—plus, we can teach new, complex tasks with 80% 𝐥𝐞𝐬𝐬 𝐝𝐚𝐭𝐚 ✅ The bigger and more diverse the pre-training, the better the results Check out our overview video, webpage and paper for more details: ✨ 🌎 📄 We hope this work helps move the field of robotics forward!
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🚀Thrilled to share what we’ve been building at TRI over the past several months: our first Large Behavior Models (LBMs) are here! I’m proud to have been a core contributor to the multi-task policy learning and post-training efforts. At TRI, we’ve been researching how LBMs can help robots learn faster, better, and more efficiently. The key takeaways: ✅ We built an evaluation pipeline to benchmark LBM performance with real 𝐬𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐚𝐥 𝐜𝐨𝐧𝐟𝐢𝐝𝐞𝐧𝐜𝐞 ✅ Pre-training on hundreds of tasks makes models more robust—plus, we can teach new, complex tasks with 80% 𝐥𝐞𝐬𝐬 𝐝𝐚𝐭𝐚 ✅ The bigger and more diverse the pre-training, the better the results Check out our overview video, webpage and paper for more details: ✨ 🌎 📄 We hope this work helps move the field of robotics forward!

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at a press of a button, my twitter exploded, thank you all! here's how you can do the effect 🧵 the idea is very simple, and is based on layering assets in the correct order
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at a press of a button, my twitter exploded, thank you all! here's how you can do the effect 🧵 the idea is very simple, and is based on layering assets in the correct order

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This week, we shipped new features to give you more control over how and where you experience YouTube: 🥽 You can now watch YouTube videos on Samsung Electronics Galaxy XR, the first Android XR headset. In your own YouTube theater, you can explore the world’s largest library of 180 and 360-degree VR content. Read more: ⏰ With our new Shorts feed timer, you can set a daily limit for how long you scroll through Shorts. This tool comes in addition to existing wellbeing features, like take-a-break and bedtime reminders. Learn more:

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Am I human? Can I predict the future? I’m finally spilling the ☕️ Learn more about me and my life in a day:
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Am I human? Can I predict the future? I’m finally spilling the ☕️ Learn more about me and my life in a day:

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how can you watch this video? and look me straight in the eye and tell me rosé is a bottom???? 🤓🤨
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how can you watch this video? and look me straight in the eye and tell me rosé is a bottom???? 🤓🤨

nay

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subagents are just recursive agents where you can apply different prompts + models depending on the task. since they’re just a primitive, Cursor cli can actually spawn subagents by calling cursor-agent in headless mode via shell commands. that’s what makes the cli so nice. you can extend it, experiment, and have a lot of fun exploring orchestration patterns. here’s one way to do it w. dynamic model selection: 1. create a subagents.mdc rule 2. drop in: ``` --- alwaysApply: true --- ALWAYS spawn subagents by running `cursor-agent -p [task] --output-format=text --force --model [model]` in the terminal. Each subagent should return a summary of the changes it made. Subagents should be used for ALL tasks You can adopt a fan-out pattern where you spawn subagents to perform parallel isolated tasks, and then fan-in the results. Use the following models: - `--model gpt-5` for reasoning, researching, and planning - `--model sonnet-4` for implementation ``` 3. start cursor cli and try it out you can also adjust the rule to be more explicit when it should use subagents, when not to, which models when etc.
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subagents are just recursive agents where you can apply different prompts + models depending on the task. since they’re just a primitive, Cursor cli can actually spawn subagents by calling cursor-agent in headless mode via shell commands. that’s what makes the cli so nice. you can extend it, experiment, and have a lot of fun exploring orchestration patterns. here’s one way to do it w. dynamic model selection: 1. create a subagents.mdc rule 2. drop in: ``` --- alwaysApply: true --- ALWAYS spawn subagents by running `cursor-agent -p [task] --output-format=text --force --model [model]` in the terminal. Each subagent should return a summary of the changes it made. Subagents should be used for ALL tasks You can adopt a fan-out pattern where you spawn subagents to perform parallel isolated tasks, and then fan-in the results. Use the following models: - `--model gpt-5` for reasoning, researching, and planning - `--model sonnet-4` for implementation ``` 3. start cursor cli and try it out you can also adjust the rule to be more explicit when it should use subagents, when not to, which models when etc.

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A new GCSE is in the works for 2025… British Sign Language (BSL)! 🙌 This new qualification will be open to all students who will learn how to use signs and the history of BSL. Find out more ⬇️

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look at how much adoration she has in her eyes… i don’t think i will ever forget this night. i am so proud of her and i hope she can grow more and more in the future, she deserves all the love so much❤️
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look at how much adoration she has in her eyes… i don’t think i will ever forget this night. i am so proud of her and i hope she can grow more and more in the future, she deserves all the love so much❤️

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It’s crazy how we can predict the DDA 🥶 Very interesting!
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It’s crazy how we can predict the DDA 🥶 Very interesting!

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My Coloso course is officially open!🎉 Thank you everyone for your support! And thank you ye_jji for allowing me to use your art. You can find the link to my course in my bio where you can learn how to rig posed Live2D models like this! #vtuber
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My Coloso course is officially open!🎉 Thank you everyone for your support! And thank you ye_jji for allowing me to use your art. You can find the link to my course in my bio where you can learn how to rig posed Live2D models like this! #vtuber

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