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Meet DJI ROMO 2 Series — Thinks Deeper. Cleans Smarter. Introducing the DJI ROMO 2 Series, DJI's next-generation flagship robot vacuum, built on the advanced sensing technology and mechatronics behind DJI drones. DJI ROMO 2 Series adapts in real time for an intelligent clean. From sensing to action, AI...

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DJI

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19,090 次观看 • 1 天前 •via X (Twitter)

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Meet DJI ROMO Series - Make a Clean Sweep Introducing DJI ROMO Series, Flagship Robot Vacuum With Advanced Sensing DJI ROMO Series will instantly elevate your home. It combines cutting-edge perception and electromechanical technology inspired by flagship drones. With advanced sensors and smart algorithms, ROMO delivers deep, thorough cleaning on both hard surface floors and carpets, leaving no spot neglected. Additionally, its intelligent self-cleaning system takes care of maintenance automatically, freeing you to enjoy a clean home with minimal effort. Learn more: Buy now: #vacuumcleaner #robotvacuum #DJIROMO #DJIROMOP #DJIROMOS #DJIROMOA #smarthome
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Meet DJI ROMO Series - Make a Clean Sweep Introducing DJI ROMO Series, Flagship Robot Vacuum With Advanced Sensing DJI ROMO Series will instantly elevate your home. It combines cutting-edge perception and electromechanical technology inspired by flagship drones. With advanced sensors and smart algorithms, ROMO delivers deep, thorough cleaning on both hard surface floors and carpets, leaving no spot neglected. Additionally, its intelligent self-cleaning system takes care of maintenance automatically, freeing you to enjoy a clean home with minimal effort. Learn more: Buy now: #vacuumcleaner #robotvacuum #DJIROMO #DJIROMOP #DJIROMOS #DJIROMOA #smarthome

DJI

146,623 次观看 • 10 个月前

A team tested Pi0, Pi0 Fast, Gr00t, and ACT on real robot arms in manufacturing tasks. (🔖 Bookmark this for later!) The task was precise: place thin rectangular frames from a messy stack into a holder. The team fine-tuned each model on 100 real trajectories and compared training time, inference speed, motion quality, and success rates. ⬇️ Here’s a breakdown of what they found Pi0 (Original) ✅ Strongest overall performance in precise pick-and-place ✅ High success rate even in edge cases ✅ Longest training time (~11 hours, ~$30 per run) ✅ Inference time of 80 ms causes short pauses between actions Despite delays, it handles complex scenarios well… solid for high-precision tasks, but slow to train. Gr00t ✅ Trains fast (~2 hours, ~$5 per run) ✅ Performs almost as well as Pi0 on large-object tasks ✅ Struggles with fine precision; random movement in some trials ✅ More training didn’t fix jitter or random offsets Best suited for tasks where exact precision isn’t critical. Not ready for manufacturing-grade accuracy without more tuning. Pi0 Fast ✅ Promised faster training, but results were underwhelming ✅ Training at 6 hours still showed low success rates ✅ Inference was slower than expected ✅ Not reliable for generalizing even slightly new tasks Currently too unstable for real-world deployment. Doesn’t live up to the “Fast” name yet. ACT (Baseline) ✅ 200MB model—lightweight, but limited ✅ Struggles with stacked objects or ambiguous scenes ✅ Success rates around 70% in best-case setups ✅ Can’t match newer models on precision or generalization Still a solid baseline, but clearly a generation behind in robustness. 🚨 Extra Notes All newer models share a common issue: •Inference takes longer than a frame (80 ms vs 33 ms), so robots “pause” between chunks. •This results in jittery movements, but not a dealbreaker unless tasks are time-sensitive. Language-conditioned tasks also fell short: after training on two labeled tasks, the model couldn’t generalize to a third unseen combination using only text prompts. ✅ The good news? These models adapt well to new robot arms with quick fine-tuning. ❌ The bad news? There’s still no plug-and-play solution for improving performance after deployment. Reinforcement learning or DAgger-style data collection during real-world operation may be the next big step, something many teams in robotics are actively working on.
0:51

A team tested Pi0, Pi0 Fast, Gr00t, and ACT on real robot arms in manufacturing tasks. (🔖 Bookmark this for later!) The task was precise: place thin rectangular frames from a messy stack into a holder. The team fine-tuned each model on 100 real trajectories and compared training time, inference speed, motion quality, and success rates. ⬇️ Here’s a breakdown of what they found Pi0 (Original) ✅ Strongest overall performance in precise pick-and-place ✅ High success rate even in edge cases ✅ Longest training time (~11 hours, ~$30 per run) ✅ Inference time of 80 ms causes short pauses between actions Despite delays, it handles complex scenarios well… solid for high-precision tasks, but slow to train. Gr00t ✅ Trains fast (~2 hours, ~$5 per run) ✅ Performs almost as well as Pi0 on large-object tasks ✅ Struggles with fine precision; random movement in some trials ✅ More training didn’t fix jitter or random offsets Best suited for tasks where exact precision isn’t critical. Not ready for manufacturing-grade accuracy without more tuning. Pi0 Fast ✅ Promised faster training, but results were underwhelming ✅ Training at 6 hours still showed low success rates ✅ Inference was slower than expected ✅ Not reliable for generalizing even slightly new tasks Currently too unstable for real-world deployment. Doesn’t live up to the “Fast” name yet. ACT (Baseline) ✅ 200MB model—lightweight, but limited ✅ Struggles with stacked objects or ambiguous scenes ✅ Success rates around 70% in best-case setups ✅ Can’t match newer models on precision or generalization Still a solid baseline, but clearly a generation behind in robustness. 🚨 Extra Notes All newer models share a common issue: •Inference takes longer than a frame (80 ms vs 33 ms), so robots “pause” between chunks. •This results in jittery movements, but not a dealbreaker unless tasks are time-sensitive. Language-conditioned tasks also fell short: after training on two labeled tasks, the model couldn’t generalize to a third unseen combination using only text prompts. ✅ The good news? These models adapt well to new robot arms with quick fine-tuning. ❌ The bad news? There’s still no plug-and-play solution for improving performance after deployment. Reinforcement learning or DAgger-style data collection during real-world operation may be the next big step, something many teams in robotics are actively working on.

Ilir Aliu

21,844 次观看 • 1 年前

🤩 Here is the real Show-off Card in the true sense – Amex Platinum Charge Card! Woah! What an unboxing experience 🤯✨ A real working high-quality LED video screen with sound, memory storage and switches built right into the card box itself! 🥳🎥🔊 And the best part? You can upload your own videos and photos on this LED video player. Got all this even before activating the card and without committing a single rupee towards the joining fee (joining fee is charged only if the card is activated). btw I activated it.. And here is what you get after activating 👇👇 🎁 Welcome Benefits ✅ ₹60,000 worth of The Postcard Hotel vouchers OR ✅ ₹50,000 worth of Taj Experiences Gift Cards (usable for stays, dining, spa, beverages etc. at Taj properties) 🎯 Referral Offer (Till 30th June 2026) ✅ 25,000 Amex Points as referral bonus 👉 My Referral Link: 🏨 Premium Hotel Memberships & Elite Statuses ✅ Accor Explorer Membership ✅ Taj Epicure Plus Membership ✅ Marriott Bonvoy Gold Elite Status (for both self and one add-on card member) ✅ Hilton Honors Gold Status (for both self and one add-on card member) ✅ Radisson Rewards Premium Status (for both self and one add-on card member) ✅ Hertz Gold Plus Rewards Status (for both self and one add-on card member) ✅ The Postcard Hotels Sunshine Club Platinum Status (for both self and one add-on card member) These memberships can enhance overall travel experience which otherwise cost thousands of rupees if you pay on your own for hotel upgrades, discounts etc. 🏨✨ 🍽️ Lifestyle Benefits ✅ EazyDiner Prime Membership ✅ Ace by Times Prime Membership Includes complimentary subscriptions of: • Amazon Prime • JioHotstar • Sony LIV • Discovery+ • Lionsgate Play • Uber One • And more 🎬 Entertainment Benefits ✅ Buy One Get One Free Movie Ticket on PVR (up to ₹500 per free ticket) ✅ Complimentary PVR Food & Beverage Voucher every month ✈️ Premium Airport Lounge Access Unlimited access for Primary + One Add-on Card holder ✅ The Centurion® Lounge ✅ Priority Pass™ Lounges ✅ Delta Sky Club® Lounges (when flying Delta) ✅ Escape Lounges ✅ Domestic Partner Lounges in India 👨‍👩‍👧 Family Benefits ✅ One complimentary guest access at Centurion Lounges ✅ Complimentary access for children below 12 years at Centurion Lounges when accompanied by the primary cardholder ✅ Complimentary Platinum Charge Add-on Card for one family member ⛳ Golf Benefits ✅ Complimentary Golf Games ✅ Complimentary Golf Lessons (For both primary and one add-on card member) 🏨 Luxury Hotel Programs ✅ Fine Hotels + Resorts (FHR) Benefits • Complimentary breakfast • Room upgrades (subject to availability) • Early check-in / late checkout • Property credits at select hotels ✅ The Hotel Collection Benefits • Hotel credits • Room upgrades at participating hotels 🎩 Premium Services ✅ Concierge Services ✅ Global Travel Assistance ✅ Emergency Card Replacement Support ✨ And many other premium travel and lifestyle benefits. 💰 Joining Fee: ₹77,880 (including GST) My Take 👇 This card is a premium lifestyle card and definitely NOT for everyone. I took it only for the first year because of the heavily loaded welcome benefits, referral bonus points, elite hotel memberships and premium travel privileges, many of which are quite useful for my upcoming travel plans. ✈️🌍 The premium lounge programs are a nice add-on, but for me the real value lies in: 🏨 Hotel memberships 🎁 Welcome benefits ✈️ Travel privileges 🎯 Referral bonus points Looking at the overall value proposition, my effective first-year cost is negligible for my use case. Will I renew it next year? Most probably not, unless they provide a great renewal offer😄 But as a one-time experience, the unboxing, welcome gifts, premium memberships and overall treatment make it a true Platinum experience. 🤩 #creditcard #spendwisely #creditcard
1:07

🤩 Here is the real Show-off Card in the true sense – Amex Platinum Charge Card! Woah! What an unboxing experience 🤯✨ A real working high-quality LED video screen with sound, memory storage and switches built right into the card box itself! 🥳🎥🔊 And the best part? You can upload your own videos and photos on this LED video player. Got all this even before activating the card and without committing a single rupee towards the joining fee (joining fee is charged only if the card is activated). btw I activated it.. And here is what you get after activating 👇👇 🎁 Welcome Benefits ✅ ₹60,000 worth of The Postcard Hotel vouchers OR ✅ ₹50,000 worth of Taj Experiences Gift Cards (usable for stays, dining, spa, beverages etc. at Taj properties) 🎯 Referral Offer (Till 30th June 2026) ✅ 25,000 Amex Points as referral bonus 👉 My Referral Link: 🏨 Premium Hotel Memberships & Elite Statuses ✅ Accor Explorer Membership ✅ Taj Epicure Plus Membership ✅ Marriott Bonvoy Gold Elite Status (for both self and one add-on card member) ✅ Hilton Honors Gold Status (for both self and one add-on card member) ✅ Radisson Rewards Premium Status (for both self and one add-on card member) ✅ Hertz Gold Plus Rewards Status (for both self and one add-on card member) ✅ The Postcard Hotels Sunshine Club Platinum Status (for both self and one add-on card member) These memberships can enhance overall travel experience which otherwise cost thousands of rupees if you pay on your own for hotel upgrades, discounts etc. 🏨✨ 🍽️ Lifestyle Benefits ✅ EazyDiner Prime Membership ✅ Ace by Times Prime Membership Includes complimentary subscriptions of: • Amazon Prime • JioHotstar • Sony LIV • Discovery+ • Lionsgate Play • Uber One • And more 🎬 Entertainment Benefits ✅ Buy One Get One Free Movie Ticket on PVR (up to ₹500 per free ticket) ✅ Complimentary PVR Food & Beverage Voucher every month ✈️ Premium Airport Lounge Access Unlimited access for Primary + One Add-on Card holder ✅ The Centurion® Lounge ✅ Priority Pass™ Lounges ✅ Delta Sky Club® Lounges (when flying Delta) ✅ Escape Lounges ✅ Domestic Partner Lounges in India 👨‍👩‍👧 Family Benefits ✅ One complimentary guest access at Centurion Lounges ✅ Complimentary access for children below 12 years at Centurion Lounges when accompanied by the primary cardholder ✅ Complimentary Platinum Charge Add-on Card for one family member ⛳ Golf Benefits ✅ Complimentary Golf Games ✅ Complimentary Golf Lessons (For both primary and one add-on card member) 🏨 Luxury Hotel Programs ✅ Fine Hotels + Resorts (FHR) Benefits • Complimentary breakfast • Room upgrades (subject to availability) • Early check-in / late checkout • Property credits at select hotels ✅ The Hotel Collection Benefits • Hotel credits • Room upgrades at participating hotels 🎩 Premium Services ✅ Concierge Services ✅ Global Travel Assistance ✅ Emergency Card Replacement Support ✨ And many other premium travel and lifestyle benefits. 💰 Joining Fee: ₹77,880 (including GST) My Take 👇 This card is a premium lifestyle card and definitely NOT for everyone. I took it only for the first year because of the heavily loaded welcome benefits, referral bonus points, elite hotel memberships and premium travel privileges, many of which are quite useful for my upcoming travel plans. ✈️🌍 The premium lounge programs are a nice add-on, but for me the real value lies in: 🏨 Hotel memberships 🎁 Welcome benefits ✈️ Travel privileges 🎯 Referral bonus points Looking at the overall value proposition, my effective first-year cost is negligible for my use case. Will I renew it next year? Most probably not, unless they provide a great renewal offer😄 But as a one-time experience, the unboxing, welcome gifts, premium memberships and overall treatment make it a true Platinum experience. 🤩 #creditcard #spendwisely #creditcard

SpendWisely

23,759 次观看 • 2 个月前

China unveils humanoid robot with lifelike skin and blinking eyes built for daily life | Prabhat Ranjan Mishra, Interesting Engineering Large Language Models (LLMs) and Vision-Language Models (VLMs) help process and interpret complex data from human interactions. A Shanghai-based company has developed humanoid robots that appear as real as humans. The advanced bionic humanoid robot is integrated with self-supervised AI algorithms. Named Elf V1, the robot can perceive the world, communicate, learn, and interact intelligently with its surroundings. Developed by AheadForm Technology, the robot offers up to 30 degrees of freedom, powered by a precise control system and an advanced AI learning algorithm. Robot offers expressive facial features The robot offers expressive facial features, moving eyes, and synchronized speech. It can also convey emotions and understand human non-verbal cues, making interactions more natural and engaging. The robot has highly interactive capabilities and lifelike appearances. AheadForm expects that its robots could soon seamlessly integrate into daily life, providing assistance, companionship, and support across various industries. “We believe that by developing realistic and expressive robot heads, we can bridge the gap between humans and machines, fostering a new era of interactive and intelligent robotics,” said the company in a statement. Reports revealed that to avoid the “uncanny valley” effect and be able to interact with us, they are given lifelike skin and capabilities to read our emotions and respond appropriately using dynamic expression simulation and emotion generation tech. Bionic skin and high-precision control system The Elf V1 series of humanoids features 30 facial muscles animated by brushless micro-motors and managed by a high-precision control system. Paired with an ability to detect their users’ emotions with low latency and bionic skin, their facial expressions are nearly identical to those of humans, reported CGTN. The company claims it’s pioneering the development of realistic humanoid robots designed to revolutionize human-robot interaction. It’s enhancing sophisticated humanoid robot heads that can express emotions, perceive their environment, and interact seamlessly with humans. By combining cutting-edge AI and advanced robotics, AheadForm aims to bring life to machines and transform how humans engage with technology. AI models boost robots’ responsiveness Seamless integration of Large Language Models (LLMs) and Vision-Language Models (VLMs) into the humanoid robots can help them process and interpret complex data from human interactions, enabling the robot to learn and adapt in real-time, achieving human-level understanding and responsiveness. AheadForm uses Brushless Motors that deliver ultra-quiet operation and high responsiveness, specifically designed for precision facial movements in humanoid robots. With its compact size, lightweight design, and energy efficiency, this motor is the ideal choice for next-generation robots that require precise, subtle facial control to create a truly human-like experience. Previously, the company unveiled the Lan Series that features realistic humanoid robots with soft skin and 10 degrees of freedom, offering a lifelike appearance and intuitive movements. This series is designed for cost-efficiency, for applications prioritizing mobility and manipulation.
1:06

China unveils humanoid robot with lifelike skin and blinking eyes built for daily life | Prabhat Ranjan Mishra, Interesting Engineering Large Language Models (LLMs) and Vision-Language Models (VLMs) help process and interpret complex data from human interactions. A Shanghai-based company has developed humanoid robots that appear as real as humans. The advanced bionic humanoid robot is integrated with self-supervised AI algorithms. Named Elf V1, the robot can perceive the world, communicate, learn, and interact intelligently with its surroundings. Developed by AheadForm Technology, the robot offers up to 30 degrees of freedom, powered by a precise control system and an advanced AI learning algorithm. Robot offers expressive facial features The robot offers expressive facial features, moving eyes, and synchronized speech. It can also convey emotions and understand human non-verbal cues, making interactions more natural and engaging. The robot has highly interactive capabilities and lifelike appearances. AheadForm expects that its robots could soon seamlessly integrate into daily life, providing assistance, companionship, and support across various industries. “We believe that by developing realistic and expressive robot heads, we can bridge the gap between humans and machines, fostering a new era of interactive and intelligent robotics,” said the company in a statement. Reports revealed that to avoid the “uncanny valley” effect and be able to interact with us, they are given lifelike skin and capabilities to read our emotions and respond appropriately using dynamic expression simulation and emotion generation tech. Bionic skin and high-precision control system The Elf V1 series of humanoids features 30 facial muscles animated by brushless micro-motors and managed by a high-precision control system. Paired with an ability to detect their users’ emotions with low latency and bionic skin, their facial expressions are nearly identical to those of humans, reported CGTN. The company claims it’s pioneering the development of realistic humanoid robots designed to revolutionize human-robot interaction. It’s enhancing sophisticated humanoid robot heads that can express emotions, perceive their environment, and interact seamlessly with humans. By combining cutting-edge AI and advanced robotics, AheadForm aims to bring life to machines and transform how humans engage with technology. AI models boost robots’ responsiveness Seamless integration of Large Language Models (LLMs) and Vision-Language Models (VLMs) into the humanoid robots can help them process and interpret complex data from human interactions, enabling the robot to learn and adapt in real-time, achieving human-level understanding and responsiveness. AheadForm uses Brushless Motors that deliver ultra-quiet operation and high responsiveness, specifically designed for precision facial movements in humanoid robots. With its compact size, lightweight design, and energy efficiency, this motor is the ideal choice for next-generation robots that require precise, subtle facial control to create a truly human-like experience. Previously, the company unveiled the Lan Series that features realistic humanoid robots with soft skin and 10 degrees of freedom, offering a lifelike appearance and intuitive movements. This series is designed for cost-efficiency, for applications prioritizing mobility and manipulation.

Owen Gregorian

179,005 次观看 • 10 个月前

When things OVERHEAT... Most People do 1 thing: They wait... Wait for it to cool down on its own. Wait for the smell to go away. Wait for the things to "settle." Wait, hoping nothing explodes. And in that wait damage is already happening. Sometimes, irreversible. Sometimes dangerous. We built HeatX so you don't have to wait anymore. Proudly, Made in India. A simple, compact thermal alarm — triggers loudly around 50°C. With No AI, Pure Use Case..! You can stick it on: ✅ Lithium battery surfaces (EV batteries, storage packs). ✅ Kitchen stoves & appliances. ✅ Water heaters & boilers. ✅ Industrial motors & transformers. ✅ EV chargers & power tools. ✅ Solar inverters, HVAC units. Whatever you feel can heat up. Applications are endlessss... When temperature crosses the danger zone, HeatX alerts immediately. No app. No dependency. No excuses. In countries like Japan & Germany, such alarms are already standard in factories & EV systems. In India? We ignore it. Until something catches fire. Why? Because affordable, reliable options didn’t exist. Now they DO. Designed, developed & proudly manufactured in India. Rugged and totally reliable. Less than ₹500, cheaper than your weekend dinner. Can save equipment worth ₹2 lakh or more. Can prevent accidents. Can save lives. We were already shipping to: ✅ EV workshops ✅ Battery makers ✅ Industrial plants ✅ Homes & kitchens Next batch opens now — limited stock — dispatches in 7-10 days. If you are an Indian business owner, technician, or homemaker: Protect what you build. Protect your people. Let India lead with smarter, safer products Made by us, for us. You can order it now, from the link below Like, Share and RT for reaching maxx.
0:23

When things OVERHEAT... Most People do 1 thing: They wait... Wait for it to cool down on its own. Wait for the smell to go away. Wait for the things to "settle." Wait, hoping nothing explodes. And in that wait damage is already happening. Sometimes, irreversible. Sometimes dangerous. We built HeatX so you don't have to wait anymore. Proudly, Made in India. A simple, compact thermal alarm — triggers loudly around 50°C. With No AI, Pure Use Case..! You can stick it on: ✅ Lithium battery surfaces (EV batteries, storage packs). ✅ Kitchen stoves & appliances. ✅ Water heaters & boilers. ✅ Industrial motors & transformers. ✅ EV chargers & power tools. ✅ Solar inverters, HVAC units. Whatever you feel can heat up. Applications are endlessss... When temperature crosses the danger zone, HeatX alerts immediately. No app. No dependency. No excuses. In countries like Japan & Germany, such alarms are already standard in factories & EV systems. In India? We ignore it. Until something catches fire. Why? Because affordable, reliable options didn’t exist. Now they DO. Designed, developed & proudly manufactured in India. Rugged and totally reliable. Less than ₹500, cheaper than your weekend dinner. Can save equipment worth ₹2 lakh or more. Can prevent accidents. Can save lives. We were already shipping to: ✅ EV workshops ✅ Battery makers ✅ Industrial plants ✅ Homes & kitchens Next batch opens now — limited stock — dispatches in 7-10 days. If you are an Indian business owner, technician, or homemaker: Protect what you build. Protect your people. Let India lead with smarter, safer products Made by us, for us. You can order it now, from the link below Like, Share and RT for reaching maxx.

Shubham Mishra

39,266 次观看 • 1 年前

been diving deep into Solstice lately...and honestly, this feels like the next stage of defi evolution on solana !! i actually spent 6+ hours researching and breaking it all down in a full detailed video > from how usx works to the ai-powered yieldvault, staking architecture, and why solstice might change the solana defi landscape. here’s what makes it stand out 👇 ================================ The Core Idea: solstice is building a self sustaining defi economy on solana, blending tradfi reliability with defi creativity. the focus? real yield, transparent onchain activity, and long term wealth creation, not hype cycles. ================================ 3 Pillars driving it all: 1. usx > solana native stablecoin fully collateralized, programmable, and scalable. more than a stablecoin, it fuels the entire solstice ecosystem. think of it as the liquidity backbone for all yield and staking strategies. 2. yieldvault > automated compounding engine ai-powered, delta-neutral strategies that generate yield in any market. capital protected, transparent, and designed for passive income. no inflated apy gimmicks. just sustainable, on-chain compounding. 3. solstice staking > institutional grade non-custodial validator network, 100% renewable energy, 99.99% uptime. over $1b in staked assets already powering solana. built for both individual stakers and large protocols. ================================ Why it matters: while most defi projects chase trends, solstice is building infrastructure that scales - for users, investors, and institutions. it’s aiming to onboard the next billion into defi by keeping things fast, clean, and reliable. ================================ How your capital grows here: • mint or hold $USX - always fully backed • deposit into yieldvault - earn stable returns through delta-neutral ai strategies • stake in the validator network - earn yield while securing solana • reinvest and compound - every token works, every second counts ================================ Key advantages: ✅ built on solana - instant txs + ultra-low fees ✅ yield from real onchain activity, not emissions ✅ cross-integrated products that reinforce each other ✅ powered by renewable energy ✅ transparent analytics + verifiable smart contracts ================================ this isn’t “degen defi” it’s infrastructure for the next wave of sustainable onchain finance. if you’re into yield, stability, and scalable defi... keep an eye on Solstice. the future of defi might just start here with xeet .
2:16

been diving deep into Solstice lately...and honestly, this feels like the next stage of defi evolution on solana !! i actually spent 6+ hours researching and breaking it all down in a full detailed video > from how usx works to the ai-powered yieldvault, staking architecture, and why solstice might change the solana defi landscape. here’s what makes it stand out 👇 ================================ The Core Idea: solstice is building a self sustaining defi economy on solana, blending tradfi reliability with defi creativity. the focus? real yield, transparent onchain activity, and long term wealth creation, not hype cycles. ================================ 3 Pillars driving it all: 1. usx > solana native stablecoin fully collateralized, programmable, and scalable. more than a stablecoin, it fuels the entire solstice ecosystem. think of it as the liquidity backbone for all yield and staking strategies. 2. yieldvault > automated compounding engine ai-powered, delta-neutral strategies that generate yield in any market. capital protected, transparent, and designed for passive income. no inflated apy gimmicks. just sustainable, on-chain compounding. 3. solstice staking > institutional grade non-custodial validator network, 100% renewable energy, 99.99% uptime. over $1b in staked assets already powering solana. built for both individual stakers and large protocols. ================================ Why it matters: while most defi projects chase trends, solstice is building infrastructure that scales - for users, investors, and institutions. it’s aiming to onboard the next billion into defi by keeping things fast, clean, and reliable. ================================ How your capital grows here: • mint or hold $USX - always fully backed • deposit into yieldvault - earn stable returns through delta-neutral ai strategies • stake in the validator network - earn yield while securing solana • reinvest and compound - every token works, every second counts ================================ Key advantages: ✅ built on solana - instant txs + ultra-low fees ✅ yield from real onchain activity, not emissions ✅ cross-integrated products that reinforce each other ✅ powered by renewable energy ✅ transparent analytics + verifiable smart contracts ================================ this isn’t “degen defi” it’s infrastructure for the next wave of sustainable onchain finance. if you’re into yield, stability, and scalable defi... keep an eye on Solstice. the future of defi might just start here with xeet .

ANNABEL❤️

14,216 次观看 • 10 个月前

The Future of Commerce Is Being Rewritten Right Now with Interlink and LinkersMap 🚀 Digital commerce is changing rapidly, and the connection between crypto payments, real-world businesses, and global consumers is becoming more important than ever. 🌐 InterLink Labs 👤 + 🌐 is taking a major step forward by expanding crypto payment utility across 50+ global brands, helping bring digital assets closer to everyday use. This is an important move towards practical adoption, where crypto is not only held or traded, but also used in real economic activity. 💳✨ From shopping 🛍️ and entertainment 🎮 to travel ✈️, technology 💻, hospitality 🏨, education 🎓, services 🧰, and global retail 🌍, digital payments are becoming part of the modern customer experience. The future of commerce is not just online. It is global, connected, mobile, and increasingly powered by digital assets. 🔥 💜 LinkersMap: Building Real-World Utility for the InterLink Ecosystem LinkersMap is emerging as a powerful marketplace and geo-commerce platform designed to connect businesses, entrepreneurs, communities, and customers in one trusted digital environment. It is built to support verified InterLink Stores, product listings, payment points, and real-world services, giving users a simple way to discover where digital commerce is active. For businesses, LinkersMap is more than just a listing platform. It is a gateway to greater visibility, stronger customer access, and future-ready participation in the growing digital economy. 🏪🌍 🏪 What LinkersMap Offers to Businesses Businesses can use LinkersMap to create a stronger digital presence and connect with customers beyond traditional local limits. Through the platform, businesses can: ✅ Register and display their store on the map ✅ Showcase products and services to a wider audience ✅ Improve brand visibility within the InterLink community ✅ Reach both local and global customers ✅ Build trust through verified store listings ✅ Position themselves for future crypto payment adoption ✅ Connect directly with users looking for real-world businesses ✅ Participate in a growing digital commerce network Whether it is a restaurant, retail shop, hotel, service provider, education centre, wellness brand, tech business, or Web3 project, LinkersMap gives businesses a practical way to become more discoverable. 📍✨ 🌍 Why This Matters for Real-World Adoption One of the biggest challenges in crypto has always been real-world utility. 💵 People need places to spend. 👪 Businesses need customers. 🏪 Communities need trusted platforms. 💳 Ecosystems need practical use cases. This is where LinkersMap plays an important role. By connecting physical businesses, digital listings, products, and payment visibility, LinkersMap helps bridge the gap between crypto users and real-world commerce. 💳🏪 As the InterLink Network grows, more businesses can join, more users can discover services, and more value can move through the ecosystem. This creates a stronger cycle of adoption: 🔁 More businesses join 🔁 More users discover them 🔁 More transactions become possible 🔁 More utility is created 🔁 The ecosystem becomes stronger 💳 Strengthening Utility for $ITL The expansion of InterLink payment utility helps support the long-term usefulness of $ITL within real-world commerce. As more stores, brands, and services become connected to the ecosystem, $ITL gains more practical relevance. This is important because strong digital assets are supported not only by community interest, but also by actual use. LinkersMap helps make this utility more visible by giving users a place to discover businesses, products, and services connected to the InterLink Network. 🌐💜 ✨ Key Benefits for the Community The growth of LinkersMap creates value for different parts of the ecosystem. For Businesses 🏪 ✅ Increased online and map-based visibility ✅ Access to a growing Web3-focused community ✅ Opportunity to attract new customers ✅ Stronger digital presence ✅ Future-ready payment positioning ✅ Better exposure for products and services For Customers 🛒 ✅ Easier discovery of verified businesses ✅ Access to InterLink-connected stores and services ✅ More real-world use cases for digital assets ✅ Simple map-based search experience ✅ Greater confidence through store verification For the InterLink Ecosystem 🌐 ✅ Stronger real-world utility for $ITL ✅ More payment points and business listings ✅ Better connection between online and offline commerce ✅ Community-driven growth ✅ Increased merchant adoption ✅ A clearer path towards mainstream use 🚀 A New Chapter for Digital Commerce The next generation of commerce is not only about payments. It is about creating a complete ecosystem where businesses can be discovered, customers can connect, communities can grow, and digital assets can be used in practical ways. LinkersMap supports this vision by making real-world business participation easier, more visible, and more accessible. It gives entrepreneurs, merchants, and service providers a platform to be part of the digital economy while helping users find businesses that are ready for the future. 🌎✨ 💼 Register Your Business Today If you are a business owner, entrepreneur, merchant, or service provider, now is the time to join the growing LinkersMap ecosystem. 📍 Add your store 🛍️ Showcase your products 🌍 Reach more customers 💳 Prepare for crypto-powered commerce 💜 Connect with the InterLink community 🌐 Register here: 💜 One Ecosystem. Unlimited Opportunities. 🌎 Global Reach. Real Utility. Future Growth. 🚀 LinkersMap is helping connect businesses, communities, and digital commerce for the future. LinkersMap Dr Altcoin ✝️ Arif Ahmed Core Ambassador | Interlink Labs InterLink Labs 👤 + 🌐 KV InterLink Foundation ITLX Wallet #Interlink #ITLG #ITL #Linkersmap #business #ecommerce #globalgrowth #onlinestore
0:24

The Future of Commerce Is Being Rewritten Right Now with Interlink and LinkersMap 🚀 Digital commerce is changing rapidly, and the connection between crypto payments, real-world businesses, and global consumers is becoming more important than ever. 🌐 InterLink Labs 👤 + 🌐 is taking a major step forward by expanding crypto payment utility across 50+ global brands, helping bring digital assets closer to everyday use. This is an important move towards practical adoption, where crypto is not only held or traded, but also used in real economic activity. 💳✨ From shopping 🛍️ and entertainment 🎮 to travel ✈️, technology 💻, hospitality 🏨, education 🎓, services 🧰, and global retail 🌍, digital payments are becoming part of the modern customer experience. The future of commerce is not just online. It is global, connected, mobile, and increasingly powered by digital assets. 🔥 💜 LinkersMap: Building Real-World Utility for the InterLink Ecosystem LinkersMap is emerging as a powerful marketplace and geo-commerce platform designed to connect businesses, entrepreneurs, communities, and customers in one trusted digital environment. It is built to support verified InterLink Stores, product listings, payment points, and real-world services, giving users a simple way to discover where digital commerce is active. For businesses, LinkersMap is more than just a listing platform. It is a gateway to greater visibility, stronger customer access, and future-ready participation in the growing digital economy. 🏪🌍 🏪 What LinkersMap Offers to Businesses Businesses can use LinkersMap to create a stronger digital presence and connect with customers beyond traditional local limits. Through the platform, businesses can: ✅ Register and display their store on the map ✅ Showcase products and services to a wider audience ✅ Improve brand visibility within the InterLink community ✅ Reach both local and global customers ✅ Build trust through verified store listings ✅ Position themselves for future crypto payment adoption ✅ Connect directly with users looking for real-world businesses ✅ Participate in a growing digital commerce network Whether it is a restaurant, retail shop, hotel, service provider, education centre, wellness brand, tech business, or Web3 project, LinkersMap gives businesses a practical way to become more discoverable. 📍✨ 🌍 Why This Matters for Real-World Adoption One of the biggest challenges in crypto has always been real-world utility. 💵 People need places to spend. 👪 Businesses need customers. 🏪 Communities need trusted platforms. 💳 Ecosystems need practical use cases. This is where LinkersMap plays an important role. By connecting physical businesses, digital listings, products, and payment visibility, LinkersMap helps bridge the gap between crypto users and real-world commerce. 💳🏪 As the InterLink Network grows, more businesses can join, more users can discover services, and more value can move through the ecosystem. This creates a stronger cycle of adoption: 🔁 More businesses join 🔁 More users discover them 🔁 More transactions become possible 🔁 More utility is created 🔁 The ecosystem becomes stronger 💳 Strengthening Utility for $ITL The expansion of InterLink payment utility helps support the long-term usefulness of $ITL within real-world commerce. As more stores, brands, and services become connected to the ecosystem, $ITL gains more practical relevance. This is important because strong digital assets are supported not only by community interest, but also by actual use. LinkersMap helps make this utility more visible by giving users a place to discover businesses, products, and services connected to the InterLink Network. 🌐💜 ✨ Key Benefits for the Community The growth of LinkersMap creates value for different parts of the ecosystem. For Businesses 🏪 ✅ Increased online and map-based visibility ✅ Access to a growing Web3-focused community ✅ Opportunity to attract new customers ✅ Stronger digital presence ✅ Future-ready payment positioning ✅ Better exposure for products and services For Customers 🛒 ✅ Easier discovery of verified businesses ✅ Access to InterLink-connected stores and services ✅ More real-world use cases for digital assets ✅ Simple map-based search experience ✅ Greater confidence through store verification For the InterLink Ecosystem 🌐 ✅ Stronger real-world utility for $ITL ✅ More payment points and business listings ✅ Better connection between online and offline commerce ✅ Community-driven growth ✅ Increased merchant adoption ✅ A clearer path towards mainstream use 🚀 A New Chapter for Digital Commerce The next generation of commerce is not only about payments. It is about creating a complete ecosystem where businesses can be discovered, customers can connect, communities can grow, and digital assets can be used in practical ways. LinkersMap supports this vision by making real-world business participation easier, more visible, and more accessible. It gives entrepreneurs, merchants, and service providers a platform to be part of the digital economy while helping users find businesses that are ready for the future. 🌎✨ 💼 Register Your Business Today If you are a business owner, entrepreneur, merchant, or service provider, now is the time to join the growing LinkersMap ecosystem. 📍 Add your store 🛍️ Showcase your products 🌍 Reach more customers 💳 Prepare for crypto-powered commerce 💜 Connect with the InterLink community 🌐 Register here: 💜 One Ecosystem. Unlimited Opportunities. 🌎 Global Reach. Real Utility. Future Growth. 🚀 LinkersMap is helping connect businesses, communities, and digital commerce for the future. LinkersMap Dr Altcoin ✝️ Arif Ahmed Core Ambassador | Interlink Labs InterLink Labs 👤 + 🌐 KV InterLink Foundation ITLX Wallet #Interlink #ITLG #ITL #Linkersmap #business #ecommerce #globalgrowth #onlinestore

Tekkaus® | InterLink • MOD • T2 Community Builder

10,912 次观看 • 2 个月前

BREAKING: Skydio Raises $110 Million Series F at a $4.4B Valuation "The most significant fact in our Series F is how little we are raising. Despite investor demand to put substantially more into the company.. our capital needs are rapidly decreasing." CEO Adam Bry (Adam Bry) joins Sourcery to share Skydio's funding process, 9 figures in revenue (!!), commercial scale, military + public safety use cases, & their manufacturing edge at Skydio's Hayward factory. Skydio is the largest drone factory in the US at scale production. Skydio by the numbers: - $110M Series F at $4.4B post money - 9 figures in annual revenue, strong unit economics - ~900 employees - 60,000 autonomous flying robots shipped - 3.4M+ customer flights - 3,800+ enterprise customers - 1,200+ public safety agencies (doubled YoY) - 45 of 51 state transportation agencies - Every branch of the US military plus 29 allies - 11M+ Americans live within 2 miles of a Skydio DFR Dock In this conversation, we cover: - Series F and the unit economics behind a $4.4B valuation - $50M, 3,000 drone US Army contract and tripling production in 2026 - R10 indoor drone and F10 fixed wing - Turning down DJI's acquisition offer in 2014 - Getting sanctioned by the Chinese government in 2024 - Drone as First Responder: Public Safety customers in 42/50 states, 42% auto theft reduction in SF - Built a China independent supply chain & US manufacturing at scale - Flying agentic AI & the future of autonomous robotics - Adam's hottest take on the robotics hype cycle If you're interested in reindustrializing America, drones, AI, robotics, & fundraising in hard tech, this one's for you. 𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒 (00:00) Adam Bry, CEO of Skydio (00:54) Inside Skydio Factory (01:31) Series F & Scaling (03:17) Customers And Growth (04:10) Origins & Reliability (08:04) Civilian Missions Focus (09:19) Drones For Public Safety (12:29) Edge Compute & Partners (14:20) Expanding Drone Lineup (17:10) Beating China & DJI (19:34) US Supply Chain Resilience (21:33) Reindustrialization Timeline (22:35) Hiring & Leadership (27:12) AI Agentic Drones (30:08) Metrics & Operating Model (31:49) Hottest Take And Advice
34:58

BREAKING: Skydio Raises $110 Million Series F at a $4.4B Valuation "The most significant fact in our Series F is how little we are raising. Despite investor demand to put substantially more into the company.. our capital needs are rapidly decreasing." CEO Adam Bry (Adam Bry) joins Sourcery to share Skydio's funding process, 9 figures in revenue (!!), commercial scale, military + public safety use cases, & their manufacturing edge at Skydio's Hayward factory. Skydio is the largest drone factory in the US at scale production. Skydio by the numbers: - $110M Series F at $4.4B post money - 9 figures in annual revenue, strong unit economics - ~900 employees - 60,000 autonomous flying robots shipped - 3.4M+ customer flights - 3,800+ enterprise customers - 1,200+ public safety agencies (doubled YoY) - 45 of 51 state transportation agencies - Every branch of the US military plus 29 allies - 11M+ Americans live within 2 miles of a Skydio DFR Dock In this conversation, we cover: - Series F and the unit economics behind a $4.4B valuation - $50M, 3,000 drone US Army contract and tripling production in 2026 - R10 indoor drone and F10 fixed wing - Turning down DJI's acquisition offer in 2014 - Getting sanctioned by the Chinese government in 2024 - Drone as First Responder: Public Safety customers in 42/50 states, 42% auto theft reduction in SF - Built a China independent supply chain & US manufacturing at scale - Flying agentic AI & the future of autonomous robotics - Adam's hottest take on the robotics hype cycle If you're interested in reindustrializing America, drones, AI, robotics, & fundraising in hard tech, this one's for you. 𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒 (00:00) Adam Bry, CEO of Skydio (00:54) Inside Skydio Factory (01:31) Series F & Scaling (03:17) Customers And Growth (04:10) Origins & Reliability (08:04) Civilian Missions Focus (09:19) Drones For Public Safety (12:29) Edge Compute & Partners (14:20) Expanding Drone Lineup (17:10) Beating China & DJI (19:34) US Supply Chain Resilience (21:33) Reindustrialization Timeline (22:35) Hiring & Leadership (27:12) AI Agentic Drones (30:08) Metrics & Operating Model (31:49) Hottest Take And Advice

Molly O’Shea

82,345 次观看 • 4 个月前

Imagine controlling a real robot from your home… no money, no experience needed. Sounds crazy, right? But it’s already possible. BitRobot 🦾 is building the world’s first open robotics lab powered by crypto incentives. Instead of one company doing everything, it connects people from all over the world to work together on real robotics and AI tasks. The network is made up of specialized subnets, each focused on different missions from collecting real-world data with robots to developing humanoid robots for everyday use. What makes it powerful? It uses crypto rewards to coordinate global resources like compute power, robot fleets, teleoperation time, and even human effort. This allows BitRobot to scale much faster than traditional labs. Now here’s the best part 👇 The easiest way to get involved right now is through TeleArms. You don’t need: – a robot – engineering skills – or any investment – Hardware All you need is a laptop and an internet connection. From your home, you can remotely control a real robotic arm inside BitRobot’s lab using your keyboard or mouse to pick up, move, and place objects. Every action you take helps generate real-world data that trains the next generation of AI to perform useful physical tasks. So you’re not just playing with a robot… You’re actually helping build the future of AI. I’ve been talking about BitRobot for a while, and now TeleArms is live! You can control a real robotic arm from home, but it’s in a private beta with limited access. I’m now an ambassador for BitRobot Network. I’m giving 4 exclusive access codes to my community so they can experience it too. A lot of people want to experience this, but since it’s limited, I decided to do a random giveaway. To participate in this giveaway : 1. Join the BitRobot Network Discord (Link in comments) 2. Come back to this post and comment below, explaining why you want to join TeleArms and how you plan to contribute. Note : Winner will be announced in the last 7 days. Once you do that, you’ll be in the running for one of the codes! Good luck, and I can’t wait to see your ideas!
0:43

Imagine controlling a real robot from your home… no money, no experience needed. Sounds crazy, right? But it’s already possible. BitRobot 🦾 is building the world’s first open robotics lab powered by crypto incentives. Instead of one company doing everything, it connects people from all over the world to work together on real robotics and AI tasks. The network is made up of specialized subnets, each focused on different missions from collecting real-world data with robots to developing humanoid robots for everyday use. What makes it powerful? It uses crypto rewards to coordinate global resources like compute power, robot fleets, teleoperation time, and even human effort. This allows BitRobot to scale much faster than traditional labs. Now here’s the best part 👇 The easiest way to get involved right now is through TeleArms. You don’t need: – a robot – engineering skills – or any investment – Hardware All you need is a laptop and an internet connection. From your home, you can remotely control a real robotic arm inside BitRobot’s lab using your keyboard or mouse to pick up, move, and place objects. Every action you take helps generate real-world data that trains the next generation of AI to perform useful physical tasks. So you’re not just playing with a robot… You’re actually helping build the future of AI. I’ve been talking about BitRobot for a while, and now TeleArms is live! You can control a real robotic arm from home, but it’s in a private beta with limited access. I’m now an ambassador for BitRobot Network. I’m giving 4 exclusive access codes to my community so they can experience it too. A lot of people want to experience this, but since it’s limited, I decided to do a random giveaway. To participate in this giveaway : 1. Join the BitRobot Network Discord (Link in comments) 2. Come back to this post and comment below, explaining why you want to join TeleArms and how you plan to contribute. Note : Winner will be announced in the last 7 days. Once you do that, you’ll be in the running for one of the codes! Good luck, and I can’t wait to see your ideas!

Apurba.Eth

36,318 次观看 • 5 个月前

How to Create a Professional Data Analysis Report—Even If You’re Not a Data Specialist Today on Agent 101—MuleRun’s first review series where real users test AI agents in real work scenarios—we introduce “Smart Q,” a data analysis expert agent designed to turn anyone into a data-savvy reporter. 1. Team Expertise Smart Q was developed by a team with over 10 years of data analysis experience at a giant corporation. This background ensures that the agent delivers insights and reports that meet professional standards. 2. The Traditional Approach & Its Pain Points Traditionally, creating a data analysis report required deep expertise in tools like Excel, SQL, or Python. You’d need to clean the data, run calculations, generate visualizations, and summarize findings—all of which is time-consuming and prone to human error. For non-specialists, this process is often inaccessible and intimidating. 3. How Smart Q Uses AI—and What Problems It Solves With Smart Q, the entire reporting process is simplified into three steps: upload your raw data, ask a question, and receive charts, key insights, and a polished report—all generated by AI expert. Its key advantages include: ✅Accessibility:No technical background required. ✅Speed:Get a complete analysis in minutes, not hours. ✅Clarity:Receive expert-level conclusions presented in clear, actionable language. Want to become a tester for future AI agents? Engage with this video—comment, like, or share—and we’ll be sure to notice your support! 🎥 See Smart Q in action. #mulerun #mulerun4U #SmartQ
4:11

How to Create a Professional Data Analysis Report—Even If You’re Not a Data Specialist Today on Agent 101—MuleRun’s first review series where real users test AI agents in real work scenarios—we introduce “Smart Q,” a data analysis expert agent designed to turn anyone into a data-savvy reporter. 1. Team Expertise Smart Q was developed by a team with over 10 years of data analysis experience at a giant corporation. This background ensures that the agent delivers insights and reports that meet professional standards. 2. The Traditional Approach & Its Pain Points Traditionally, creating a data analysis report required deep expertise in tools like Excel, SQL, or Python. You’d need to clean the data, run calculations, generate visualizations, and summarize findings—all of which is time-consuming and prone to human error. For non-specialists, this process is often inaccessible and intimidating. 3. How Smart Q Uses AI—and What Problems It Solves With Smart Q, the entire reporting process is simplified into three steps: upload your raw data, ask a question, and receive charts, key insights, and a polished report—all generated by AI expert. Its key advantages include: ✅Accessibility:No technical background required. ✅Speed:Get a complete analysis in minutes, not hours. ✅Clarity:Receive expert-level conclusions presented in clear, actionable language. Want to become a tester for future AI agents? Engage with this video—comment, like, or share—and we’ll be sure to notice your support! 🎥 See Smart Q in action. #mulerun #mulerun4U #SmartQ

MuleRun

30,549 次观看 • 9 个月前

What a year. 🚀 2025 was the year ChainOpera AI turned vision into real momentum: building a community-co-created, community-co-owned AI agent network and pushing the boundaries of what decentralized, collaborative intelligence can look like. 🚀 Biggest highlights from 2025 ✅- AI Terminal officially launched: We unveiled the ChainOpera AI Terminal as a unified gateway to decentralized AI, making it possible for anyone to interact with powerful, decentralized LLMs without technical friction. Positioned as the “browser for the DeAI era,” the AI Terminal marked a major step toward making decentralized intelligence accessible, usable, and mainstream. ✅- AI Terminal adoption at massive scale: Momentum followed quickly. The AI Terminal surpassed 2M registered users and consistently ranked top 3 among all apps on the BNB AI DappBay, validating strong product–market fit and real, sustained usage at scale. ✅- Announcing Coco: the world’s first community-owned Super Agent: We introduced Coco, the intelligence layer that sits between users and the agent network. Coco dynamically routes each request to the most efficient, community-built agent—optimizing for quality and speed while rewarding the creators behind the best-performing agents. This was a defining moment in realizing a truly community-owned intelligence layer. ✅- From agents to a living agent network: With the launch of the Agent Social Network and Super Agent architecture, ChainOpera AI moved beyond isolated agents toward a collaborative system where humans and specialized agents coordinate, share context, and solve complex, multi-step tasks together. ✅- $COAI breakout year: The listing of $COAI across major exchanges shocked the market, and throughout the year COAI consistently remained among the top AI-native crypto tokens by visibility, activity, and community engagement – reflecting growing confidence in the long-term vision of collaborative intelligence. ✅- Global presence: ChainOpera AI around-the-world tour: ChainOpera AI went global in 2025, sponsoring and participating in major AI and Web3 events across North America, Europe, and Asia, including ETHDenver, Consensus Toronto, Token2049 Singapore, ETHCC, SBC, and Devcon. These global touchpoints helped us engage directly with developers, builders, investors, and partners worldwide, accelerating adoption and positioning ChainOpera AI at the center of the emerging AIxBlockchain movement. ✅- Community momentum at scale: Community remained the heart of ChainOpera AI’s growth. We successfully completed three seasons of structured community engagement, executed a widely participated community airdrop, and ran multiple ecosystem-shaping campaigns to incentivize builders, creators, and early adopters. These efforts strengthened alignment between users, developers, and the protocol, laying the foundation for a durable, community-owned AI ecosystem. ✅- “AI for Markets” taking shape: We laid critical groundwork for AI-native market intelligence, including the launch of PrediMarket Agent and multiple trading and analysis agents—early building blocks toward an AI-driven ecosystem for crypto and DeFi markets. ✅- Building in public, with the community: Across product launches, research milestones, ecosystem discussions, and global events, we continued to build openly to bring developers, users, and partners directly into the evolution of ChainOpera AI. This year also marked the launch of the ChainOpera AI Foundation website, formally kicking off a bold Ecosystem Fund designed to empower builders, incubate high-impact projects, and accelerate the growth of a truly community-owned, collaborative AI ecosystem. To every builder, user, and supporter who helped make this year possible: THANK YOU! 🧭 What we’re excited about in the coming year 🔹- A Stronger, Denser Agent Economy (everyday adoption + cross-chain reach): In 2026, we are scaling the Agent Economy from growth to daily usage, with more agents, richer workflows, deeper multi-agent collaboration, and higher-impact use cases that users rely on every day. In parallel, we are expanding the agent network beyond a single ecosystem with cross-chain execution and interoperability, allowing agents to access the best liquidity, data, and opportunities wherever they exist. 🔹- AI Market Infrastructure Evolution: Building on PrediMarket Agent and our growing suite of trading and market-intelligence agents, we are advancing toward a mature AI market infrastructure, where agents continuously monitor, reason, simulate, optimize, and act across crypto, DeFi, and beyond. The goal is to make complex markets more accessible, more transparent, and more intelligence-driven, turning research, decision-making, and execution into a fast and reliable loop for everyday users. 🔹- Ecosystem Acceleration through the Foundation: With the ChainOpera AI Foundation and our Ecosystem Fund and Co-Creation Grants, we are doubling down on empowering independent builders to expand the protocol, the agent network, and the underlying infrastructure, so the community can co-create, co-own, and scale the ecosystem together. 🔹- Business Expansion and Market Penetration: In 2026, we will focus on expanding ChainOpera’s reach through strategic partnerships, product-led growth, and new paths to monetization, bringing AI agents to a broader global user base and driving sustained adoption, engagement, and revenue, while staying aligned with community ownership and an open ecosystem. 2025 was the proof. 2026 is where it compounds. 🔥 Co-Create. Co-Own. COAI.
0:22

What a year. 🚀 2025 was the year ChainOpera AI turned vision into real momentum: building a community-co-created, community-co-owned AI agent network and pushing the boundaries of what decentralized, collaborative intelligence can look like. 🚀 Biggest highlights from 2025 ✅- AI Terminal officially launched: We unveiled the ChainOpera AI Terminal as a unified gateway to decentralized AI, making it possible for anyone to interact with powerful, decentralized LLMs without technical friction. Positioned as the “browser for the DeAI era,” the AI Terminal marked a major step toward making decentralized intelligence accessible, usable, and mainstream. ✅- AI Terminal adoption at massive scale: Momentum followed quickly. The AI Terminal surpassed 2M registered users and consistently ranked top 3 among all apps on the BNB AI DappBay, validating strong product–market fit and real, sustained usage at scale. ✅- Announcing Coco: the world’s first community-owned Super Agent: We introduced Coco, the intelligence layer that sits between users and the agent network. Coco dynamically routes each request to the most efficient, community-built agent—optimizing for quality and speed while rewarding the creators behind the best-performing agents. This was a defining moment in realizing a truly community-owned intelligence layer. ✅- From agents to a living agent network: With the launch of the Agent Social Network and Super Agent architecture, ChainOpera AI moved beyond isolated agents toward a collaborative system where humans and specialized agents coordinate, share context, and solve complex, multi-step tasks together. ✅- $COAI breakout year: The listing of $COAI across major exchanges shocked the market, and throughout the year COAI consistently remained among the top AI-native crypto tokens by visibility, activity, and community engagement – reflecting growing confidence in the long-term vision of collaborative intelligence. ✅- Global presence: ChainOpera AI around-the-world tour: ChainOpera AI went global in 2025, sponsoring and participating in major AI and Web3 events across North America, Europe, and Asia, including ETHDenver, Consensus Toronto, Token2049 Singapore, ETHCC, SBC, and Devcon. These global touchpoints helped us engage directly with developers, builders, investors, and partners worldwide, accelerating adoption and positioning ChainOpera AI at the center of the emerging AIxBlockchain movement. ✅- Community momentum at scale: Community remained the heart of ChainOpera AI’s growth. We successfully completed three seasons of structured community engagement, executed a widely participated community airdrop, and ran multiple ecosystem-shaping campaigns to incentivize builders, creators, and early adopters. These efforts strengthened alignment between users, developers, and the protocol, laying the foundation for a durable, community-owned AI ecosystem. ✅- “AI for Markets” taking shape: We laid critical groundwork for AI-native market intelligence, including the launch of PrediMarket Agent and multiple trading and analysis agents—early building blocks toward an AI-driven ecosystem for crypto and DeFi markets. ✅- Building in public, with the community: Across product launches, research milestones, ecosystem discussions, and global events, we continued to build openly to bring developers, users, and partners directly into the evolution of ChainOpera AI. This year also marked the launch of the ChainOpera AI Foundation website, formally kicking off a bold Ecosystem Fund designed to empower builders, incubate high-impact projects, and accelerate the growth of a truly community-owned, collaborative AI ecosystem. To every builder, user, and supporter who helped make this year possible: THANK YOU! 🧭 What we’re excited about in the coming year 🔹- A Stronger, Denser Agent Economy (everyday adoption + cross-chain reach): In 2026, we are scaling the Agent Economy from growth to daily usage, with more agents, richer workflows, deeper multi-agent collaboration, and higher-impact use cases that users rely on every day. In parallel, we are expanding the agent network beyond a single ecosystem with cross-chain execution and interoperability, allowing agents to access the best liquidity, data, and opportunities wherever they exist. 🔹- AI Market Infrastructure Evolution: Building on PrediMarket Agent and our growing suite of trading and market-intelligence agents, we are advancing toward a mature AI market infrastructure, where agents continuously monitor, reason, simulate, optimize, and act across crypto, DeFi, and beyond. The goal is to make complex markets more accessible, more transparent, and more intelligence-driven, turning research, decision-making, and execution into a fast and reliable loop for everyday users. 🔹- Ecosystem Acceleration through the Foundation: With the ChainOpera AI Foundation and our Ecosystem Fund and Co-Creation Grants, we are doubling down on empowering independent builders to expand the protocol, the agent network, and the underlying infrastructure, so the community can co-create, co-own, and scale the ecosystem together. 🔹- Business Expansion and Market Penetration: In 2026, we will focus on expanding ChainOpera’s reach through strategic partnerships, product-led growth, and new paths to monetization, bringing AI agents to a broader global user base and driving sustained adoption, engagement, and revenue, while staying aligned with community ownership and an open ecosystem. 2025 was the proof. 2026 is where it compounds. 🔥 Co-Create. Co-Own. COAI.

ChainOpera AI

17,042 次观看 • 8 个月前

The rebranding $MOA to $AIM and strategy of MetaOasisVR 1⃣ Quick recruitment of AI Talent 2⃣ Technological differentiation from other metaverse platforms and a long-term technological roadmap 3⃣ New rebranding tailored to AI technology application 4⃣ Establish marketing strategies tailored to market trends Tools introducing #AI technology are emerging around the world, and MetaOasis has also been able to decorate my land since the launch of the #mobile version In order to quickly build a creative economy, we want to keep up with global trends. We will brand "Inception," a #GenerativeAI #creator tool, for the long term, Through this, #MetaOasis will become a Generative AI-based #Web3 creator #ecosystem #metaverse in the future. It is a concept in which creators participate in creation based on psychometric methods such as #MBTI, and eventually #NFT content #Avatar, #Building, Environment, #Esset, #GamingContents The reason why we chose Avalanche Avalanche🔺 We considered various chains to expand the various games and ecosystems of Metaoasis, and among them, we judged that avalanche was excellent in efficiency. Avalanche Game Ecosystem View Centered on Subnet ✅ Blockchain game developers can distribute smart contracts by choosing between Avalanche's "C-Chain" and customized chain's "Subnet" depending on the function ✅ Ideal for self-chain subnet utilization when gas cost payment system, high transaction throughput, and strict access control are required ✅ Avalanche provides a tooling ecosystem and support programs for game development on the subnet ✅ Notable Avalanche game subnets, '#SHRAPNEL', #OffTheGrid and #MetaDOS A world of bottom-up inception that can quickly implement a metaverse environment We are planning to build it. It is ideal to use a subnet when 1) Flexible customized environment and 2) stability and security are important in game development. Because Subnet is its own chain, it allows developers to set logic specific to their games and provides an independent operating environment. For example, various functions, including gas payment systems and EVMs, can be customized. This flexibility effectively reduces costs and resources by allowing game developers to effectively implement the functions required by their games. In addition, the subnet enhances scalability and service quality through its own transaction processing capabilities. Since transaction completeness is not dependent on the main chain, the game service is not affected by transactions of other projects, so the user experience remains stable. Furthermore, access control and personal information protection functions can be set, ensuring high security and stability of user data. If you are concerned about introducing a subnet, but need to reduce resources and costs, you may start development on C-Chain, Avalanche's main network, and adopt a strategy to flexibly move assets to the subnet as needed in the future. Avalanche Subnet: Custom Chain Revolution for Games #Avalanche is pioneering the Web3 game market that has been developed beyond the limits of the existing game industry through subnet technology. Let's find out the strategy of utilizing the Avalanche subnet and the prospect of the Avalanche game ecosystem centered on the subnet. Submit Wallet Address for Migration 🔗 1. Submit the Wallet holding the $MOA 2. Submit the Wallet Address will receive $AIM Airdrop 3. Submission Deadline 31.DEC 2023 - 20.00 PM (JST ,KST) (+UTC9) Token Informations of $AIM $AIM - Artificial Intelligence Metaverse Contract : 0xCEeE63fF114F8e8deBF5E78a14e770E5B905eA91 Chain : Erc20 - Avalanche (AVAX) Decimals: 18 5,000,000,000 $AIM #Metaverse #Gamefi #Fun #Blockchain #P2E #PLAYFORFREE #ETH #polygon #chainlink #METAMASK #COINBASEWALLET #BITGETWALLET #BURRITOWALLET #AVALANCHE
0:26

The rebranding $MOA to $AIM and strategy of MetaOasisVR 1⃣ Quick recruitment of AI Talent 2⃣ Technological differentiation from other metaverse platforms and a long-term technological roadmap 3⃣ New rebranding tailored to AI technology application 4⃣ Establish marketing strategies tailored to market trends Tools introducing #AI technology are emerging around the world, and MetaOasis has also been able to decorate my land since the launch of the #mobile version In order to quickly build a creative economy, we want to keep up with global trends. We will brand "Inception," a #GenerativeAI #creator tool, for the long term, Through this, #MetaOasis will become a Generative AI-based #Web3 creator #ecosystem #metaverse in the future. It is a concept in which creators participate in creation based on psychometric methods such as #MBTI, and eventually #NFT content #Avatar, #Building, Environment, #Esset, #GamingContents The reason why we chose Avalanche Avalanche🔺 We considered various chains to expand the various games and ecosystems of Metaoasis, and among them, we judged that avalanche was excellent in efficiency. Avalanche Game Ecosystem View Centered on Subnet ✅ Blockchain game developers can distribute smart contracts by choosing between Avalanche's "C-Chain" and customized chain's "Subnet" depending on the function ✅ Ideal for self-chain subnet utilization when gas cost payment system, high transaction throughput, and strict access control are required ✅ Avalanche provides a tooling ecosystem and support programs for game development on the subnet ✅ Notable Avalanche game subnets, '#SHRAPNEL', #OffTheGrid and #MetaDOS A world of bottom-up inception that can quickly implement a metaverse environment We are planning to build it. It is ideal to use a subnet when 1) Flexible customized environment and 2) stability and security are important in game development. Because Subnet is its own chain, it allows developers to set logic specific to their games and provides an independent operating environment. For example, various functions, including gas payment systems and EVMs, can be customized. This flexibility effectively reduces costs and resources by allowing game developers to effectively implement the functions required by their games. In addition, the subnet enhances scalability and service quality through its own transaction processing capabilities. Since transaction completeness is not dependent on the main chain, the game service is not affected by transactions of other projects, so the user experience remains stable. Furthermore, access control and personal information protection functions can be set, ensuring high security and stability of user data. If you are concerned about introducing a subnet, but need to reduce resources and costs, you may start development on C-Chain, Avalanche's main network, and adopt a strategy to flexibly move assets to the subnet as needed in the future. Avalanche Subnet: Custom Chain Revolution for Games #Avalanche is pioneering the Web3 game market that has been developed beyond the limits of the existing game industry through subnet technology. Let's find out the strategy of utilizing the Avalanche subnet and the prospect of the Avalanche game ecosystem centered on the subnet. Submit Wallet Address for Migration 🔗 1. Submit the Wallet holding the $MOA 2. Submit the Wallet Address will receive $AIM Airdrop 3. Submission Deadline 31.DEC 2023 - 20.00 PM (JST ,KST) (+UTC9) Token Informations of $AIM $AIM - Artificial Intelligence Metaverse Contract : 0xCEeE63fF114F8e8deBF5E78a14e770E5B905eA91 Chain : Erc20 - Avalanche (AVAX) Decimals: 18 5,000,000,000 $AIM #Metaverse #Gamefi #Fun #Blockchain #P2E #PLAYFORFREE #ETH #polygon #chainlink #METAMASK #COINBASEWALLET #BITGETWALLET #BURRITOWALLET #AVALANCHE

MetaOasisVR l $AIM🔺

69,057 次观看 • 2 年前

𝐓𝐡𝐞 𝟐𝟎𝟐𝟔 𝐖𝐨𝐫𝐥𝐝 𝐂𝐮𝐩 𝐰𝐢𝐥𝐥 𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐞 𝐦𝐨𝐫𝐞 𝐩𝐫𝐞𝐝𝐢𝐜𝐭𝐢𝐨𝐧 𝐚𝐜𝐭𝐢𝐯𝐢𝐭𝐲 𝐭𝐡𝐚𝐧 𝐚𝐧𝐲 𝐬𝐩𝐨𝐫𝐭𝐢𝐧𝐠 𝐞𝐯𝐞𝐧𝐭 𝐢𝐧 𝐡𝐢𝐬𝐭𝐨𝐫𝐲. Most people will use sportsbooks. A few will discover something better. Here's why the World Cup is actually POTS MARKET Market biggest moment. Every match carries dozens of predictable outcomes, not just who wins, but scorelines, goalscorers, red cards, halftime leads, VAR decisions. Traditional sportsbooks will process billions in bets. And keep most of it. Here is the problem with sportsbooks that nobody talks about: They set the odds. Not the market. Which means the house always has an edge baked in before you place a single bet. You're not trading against the market, you're trading against a company whose entire business model depends on you losing. That's not a prediction market. That's a casino with a football shirt on. Prediction markets are different. The odds aren't set by a company. They're set by the collective intelligence of everyone participating. When millions of people put real money behind their beliefs, the market finds truth faster than any analyst, pundit, or algorithm working alone. This is why prediction markets outperform polls, pundits, and press releases, every single time. Now here's where POTS Market changes the game entirely. POTS MONEY has a dedicated sports vertical, built specifically for football, basketball, and esports. Not a generic market with a football category tucked in the corner. A tailored module optimized for the way sports prediction actually works, short windows, live data, rapid settlement. 64 World Cup matches = 64 live prediction markets. Each one open, on-chain, transparent. But the real edge is not the markets themselves. It's the capital layer underneath them. On a traditional sportsbook, every bet locks your full stake. You place £100, that £100 is gone until settlement. POTS Money changes this. The DeFi lending primitive means you can collateralize positions and optimize capital across multiple markets simultaneously, without locking up dead capital on each one. That's not betting. That's portfolio management. And then there's the AI layer. Via MCP (Model Context Protocol), you can deploy autonomous trading agents that monitor live match data and execute positions based on your pre-set strategy. Imagine this: Agent monitors possession stats in real time Detects a momentum shift at the 60th minute Auto-places a position on the next goalscorer market before the crowd even reacts 𝙏𝙝𝙖𝙩'𝙨 𝙣𝙤𝙩 𝙖 𝙥𝙧𝙚𝙙𝙞𝙘𝙩𝙞𝙤𝙣. 𝙏𝙝𝙖𝙩'𝙨 𝙖𝙣 𝙚𝙙𝙜𝙚 Compare the two worlds side by side: Sportsbook: ❌ House sets the odds ❌ Geo-restricted ❌ Capital locked per bet ❌ No automation ❌ Withdraw only when they allow it POTS Market: ✅ Market sets the odds ✅ Open and on-chain ✅ Capital efficient via DeFi lending ✅ AI agents execute your strategy ✅ Fully collateralized, transparent settlement One of these is built for the next decade. The other is built for the last one. The timing is not a coincidence. POTS Market launches Q2 2026, right as World Cup fever peaks globally. Q1 2026 — MVP + Polymarket integration ✅ Q2 2026 — Market Launch + DeFi lending beta 👈 we are here Q3-Q4 2026 — Skill Hub + Sub-accounts 2027+ — DAO governance + cross-chain The infrastructure is ready exactly when the biggest prediction event on earth arrives. That's timing. The 2026 World Cup will mint the first generation of serious prediction market traders. Most will start on sportsbooks. The ones who do their research will end up on POTS. From trusting the house to trusting the market. From locked capital to capital efficiency. From punting to positioning. POTS MARKET POTS MONEY, the World Cup just became a DeFi event.
3:28

𝐓𝐡𝐞 𝟐𝟎𝟐𝟔 𝐖𝐨𝐫𝐥𝐝 𝐂𝐮𝐩 𝐰𝐢𝐥𝐥 𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐞 𝐦𝐨𝐫𝐞 𝐩𝐫𝐞𝐝𝐢𝐜𝐭𝐢𝐨𝐧 𝐚𝐜𝐭𝐢𝐯𝐢𝐭𝐲 𝐭𝐡𝐚𝐧 𝐚𝐧𝐲 𝐬𝐩𝐨𝐫𝐭𝐢𝐧𝐠 𝐞𝐯𝐞𝐧𝐭 𝐢𝐧 𝐡𝐢𝐬𝐭𝐨𝐫𝐲. Most people will use sportsbooks. A few will discover something better. Here's why the World Cup is actually POTS MARKET Market biggest moment. Every match carries dozens of predictable outcomes, not just who wins, but scorelines, goalscorers, red cards, halftime leads, VAR decisions. Traditional sportsbooks will process billions in bets. And keep most of it. Here is the problem with sportsbooks that nobody talks about: They set the odds. Not the market. Which means the house always has an edge baked in before you place a single bet. You're not trading against the market, you're trading against a company whose entire business model depends on you losing. That's not a prediction market. That's a casino with a football shirt on. Prediction markets are different. The odds aren't set by a company. They're set by the collective intelligence of everyone participating. When millions of people put real money behind their beliefs, the market finds truth faster than any analyst, pundit, or algorithm working alone. This is why prediction markets outperform polls, pundits, and press releases, every single time. Now here's where POTS Market changes the game entirely. POTS MONEY has a dedicated sports vertical, built specifically for football, basketball, and esports. Not a generic market with a football category tucked in the corner. A tailored module optimized for the way sports prediction actually works, short windows, live data, rapid settlement. 64 World Cup matches = 64 live prediction markets. Each one open, on-chain, transparent. But the real edge is not the markets themselves. It's the capital layer underneath them. On a traditional sportsbook, every bet locks your full stake. You place £100, that £100 is gone until settlement. POTS Money changes this. The DeFi lending primitive means you can collateralize positions and optimize capital across multiple markets simultaneously, without locking up dead capital on each one. That's not betting. That's portfolio management. And then there's the AI layer. Via MCP (Model Context Protocol), you can deploy autonomous trading agents that monitor live match data and execute positions based on your pre-set strategy. Imagine this: Agent monitors possession stats in real time Detects a momentum shift at the 60th minute Auto-places a position on the next goalscorer market before the crowd even reacts 𝙏𝙝𝙖𝙩'𝙨 𝙣𝙤𝙩 𝙖 𝙥𝙧𝙚𝙙𝙞𝙘𝙩𝙞𝙤𝙣. 𝙏𝙝𝙖𝙩'𝙨 𝙖𝙣 𝙚𝙙𝙜𝙚 Compare the two worlds side by side: Sportsbook: ❌ House sets the odds ❌ Geo-restricted ❌ Capital locked per bet ❌ No automation ❌ Withdraw only when they allow it POTS Market: ✅ Market sets the odds ✅ Open and on-chain ✅ Capital efficient via DeFi lending ✅ AI agents execute your strategy ✅ Fully collateralized, transparent settlement One of these is built for the next decade. The other is built for the last one. The timing is not a coincidence. POTS Market launches Q2 2026, right as World Cup fever peaks globally. Q1 2026 — MVP + Polymarket integration ✅ Q2 2026 — Market Launch + DeFi lending beta 👈 we are here Q3-Q4 2026 — Skill Hub + Sub-accounts 2027+ — DAO governance + cross-chain The infrastructure is ready exactly when the biggest prediction event on earth arrives. That's timing. The 2026 World Cup will mint the first generation of serious prediction market traders. Most will start on sportsbooks. The ones who do their research will end up on POTS. From trusting the house to trusting the market. From locked capital to capital efficiency. From punting to positioning. POTS MARKET POTS MONEY, the World Cup just became a DeFi event.

KIMMY OF GOOD LIFE 😍

21,955 次观看 • 3 个月前

Data has always been the bottleneck for physical AI in self driving and robotics. Tesla is taking two very different approaches for FSD and Optimus. Tesla’s Optimus Training Playbook: 1. Build 30k Optimus Gen 3 robots 2. Operate them in a mock environment where they can perform self-play “Optimus Academy” 3. Train in sim using the real robot data to close sim2real gap. Tesla FSD Training Playbook: 1. Sell millions of cars outfitted with cheap cameras 2. Collect diverse real world driving data (especially intervention and failure recovery data) for free as a byproduct of customers driving the cars. 3. Use driving data to train Autopilot/FSD and deploy policies incrementally as a supervised FSD product 4. Repeat until policy reaches robust unsupervised full self driving for robotaxi launch. The Tesla FSD playbook is a beautiful self-funding, customer subsidized, diverse real world data flywheel. The Optimus playbook is the opposite and shares none of the beautiful attributes of the FSD training flywheel that made FSD successful. The key differences: 1. Instead of having customers pay you for vehicles, Tesla will need to fund 30,000 Optimus robots. Assuming the current landed cost per unit is $100k, that will be $3B to build plus another ~30% per year for maintenance labor and spare parts given it’s still an unhardened pre-production prototype is another $900M per year. For reference, Tesla’s GAAP net income in 2025 was $3.8B. 2. Instead of having customers drive their Teslas on roads all across the world giving Tesla an insanely rich and diverse dataset that Waymo and other AV companies could never collect, the Optimus Academy is doing the equivalent of building a fake town in a parking lot and driving their car in that parking lot. No matter how real you try to make the environments for self-play you can never replicate the diversity, complexity and failure modes of the real world. Data collected in staged environments produces demo-grade policies and will not be rich enough to generalize to the vast diversity of environments, tasks, objects, etc. out of distribution. 3. Instead of having customers collect real world failure recovery data (DAgger style) for free every time FSD disengages, the Optimus Academy will need paid teleoperators or onsite operators to collect the recovery data. Assuming 1 person can manage 2 robots to start that would cost $3.5B in labor per year (30,000 robots, $40/hr fully loaded, 16 hrs/day, 365 days per year, 2:1 robot:operator). Tesla can come up with the money to do this but money doesn’t solve the “mock data” problem. Given the higher degrees of freedom in humanoids vs. cars, training a generalized humanoid will be harder and require more data than a self-driving vehicle. The best way to train your robot is by deploying them in the diverse real world, subsidized by real customer operations. Humanoids face a chicken and egg where it’s very hard to bootstrap your way to a first policy that’s good enough to deploy in real production environments. This is an extremely capital intensive playbook (which doesn’t even include cost of training). Time will tell if it works but a better playbook would be finding a way to copy the FSD playbook.
1:54

Data has always been the bottleneck for physical AI in self driving and robotics. Tesla is taking two very different approaches for FSD and Optimus. Tesla’s Optimus Training Playbook: 1. Build 30k Optimus Gen 3 robots 2. Operate them in a mock environment where they can perform self-play “Optimus Academy” 3. Train in sim using the real robot data to close sim2real gap. Tesla FSD Training Playbook: 1. Sell millions of cars outfitted with cheap cameras 2. Collect diverse real world driving data (especially intervention and failure recovery data) for free as a byproduct of customers driving the cars. 3. Use driving data to train Autopilot/FSD and deploy policies incrementally as a supervised FSD product 4. Repeat until policy reaches robust unsupervised full self driving for robotaxi launch. The Tesla FSD playbook is a beautiful self-funding, customer subsidized, diverse real world data flywheel. The Optimus playbook is the opposite and shares none of the beautiful attributes of the FSD training flywheel that made FSD successful. The key differences: 1. Instead of having customers pay you for vehicles, Tesla will need to fund 30,000 Optimus robots. Assuming the current landed cost per unit is $100k, that will be $3B to build plus another ~30% per year for maintenance labor and spare parts given it’s still an unhardened pre-production prototype is another $900M per year. For reference, Tesla’s GAAP net income in 2025 was $3.8B. 2. Instead of having customers drive their Teslas on roads all across the world giving Tesla an insanely rich and diverse dataset that Waymo and other AV companies could never collect, the Optimus Academy is doing the equivalent of building a fake town in a parking lot and driving their car in that parking lot. No matter how real you try to make the environments for self-play you can never replicate the diversity, complexity and failure modes of the real world. Data collected in staged environments produces demo-grade policies and will not be rich enough to generalize to the vast diversity of environments, tasks, objects, etc. out of distribution. 3. Instead of having customers collect real world failure recovery data (DAgger style) for free every time FSD disengages, the Optimus Academy will need paid teleoperators or onsite operators to collect the recovery data. Assuming 1 person can manage 2 robots to start that would cost $3.5B in labor per year (30,000 robots, $40/hr fully loaded, 16 hrs/day, 365 days per year, 2:1 robot:operator). Tesla can come up with the money to do this but money doesn’t solve the “mock data” problem. Given the higher degrees of freedom in humanoids vs. cars, training a generalized humanoid will be harder and require more data than a self-driving vehicle. The best way to train your robot is by deploying them in the diverse real world, subsidized by real customer operations. Humanoids face a chicken and egg where it’s very hard to bootstrap your way to a first policy that’s good enough to deploy in real production environments. This is an extremely capital intensive playbook (which doesn’t even include cost of training). Time will tell if it works but a better playbook would be finding a way to copy the FSD playbook.

Simon Kalouche

34,671 次观看 • 7 个月前

Hedgeye Launches New Mobile App, Giving Investors Instant Access to Market Research 🚨 FOR IMMEDIATE RELEASE Stamford, CT – [March 4, 2025] – Hedgeye Risk Management is excited to announce the launch of the Hedgeye App, a powerful new tool that puts Hedgeye’s market-leading investment research directly in the hands of subscribers. Available now for free download on both the Apple App Store and Google Play, the app delivers a seamless, on-the-go investing experience. With a clean, intuitive interface, the Hedgeye App makes it easier than ever to find the content you care about from Hedgeye’s vast daily research production. The app will help investors to stay ahead of important market trends, manage risk, and make smarter, data-driven decisions—all from their mobile devices. Hedgeye’s "Go Anywhere" full-cycle investing strategy and approach is now truly everywhere—giving users the ability to: ✅Receive real-time notifications on the latest actionable research and investment ideas ✅Watch or listen to The Macro Show, The Call, and other HedgeyeTV programs anytime, anywhere ✅Bookmark and save favorite research reports for easy reference ✅Access complimentary content like "Real Conversations" and additional research insights to explore Hedgeye’s research before subscribing While subscribers unlock full access to Hedgeye’s deep research and market insights, non-subscribers can still benefit from the app by accessing select free content, including market commentary, interviews with top investors, and a preview of Hedgeye’s research. It’s a valuable way to experience Hedgeye’s trusted investing process before committing to a full membership. "Investors need reliable, real-time insights to navigate today’s fast-moving markets," explains Keith McCullough, Founder and CEO of Hedgeye. "The Hedgeye App gives our subscribers instant access to my team’s research and risk management tools they need to protect and grow their wealth—anytime, anywhere." Download the Hedgeye App today on the App Store or Google Play, and take Hedgeye’s market signals, macro insights, ETF and stock ideas, and portfolio coaching wherever you go. Apple ➡️ Google ➡️ ABOUT HEDGEYE Founded in 2008, Hedgeye Risk Management is an independent investment research firm trusted by institutional and retail investors worldwide. With a team of over 40 seasoned analysts covering more than 1,000 stocks and ETFs across 20+ sectors, Hedgeye delivers in-depth, data-driven insights to help investors navigate and profit in any market condition. The firm is renowned for its risk management approach, combining macroeconomic research with bottom-up stock analysis to provide clear, actionable investing signals.
0:30

Hedgeye Launches New Mobile App, Giving Investors Instant Access to Market Research 🚨 FOR IMMEDIATE RELEASE Stamford, CT – [March 4, 2025] – Hedgeye Risk Management is excited to announce the launch of the Hedgeye App, a powerful new tool that puts Hedgeye’s market-leading investment research directly in the hands of subscribers. Available now for free download on both the Apple App Store and Google Play, the app delivers a seamless, on-the-go investing experience. With a clean, intuitive interface, the Hedgeye App makes it easier than ever to find the content you care about from Hedgeye’s vast daily research production. The app will help investors to stay ahead of important market trends, manage risk, and make smarter, data-driven decisions—all from their mobile devices. Hedgeye’s "Go Anywhere" full-cycle investing strategy and approach is now truly everywhere—giving users the ability to: ✅Receive real-time notifications on the latest actionable research and investment ideas ✅Watch or listen to The Macro Show, The Call, and other HedgeyeTV programs anytime, anywhere ✅Bookmark and save favorite research reports for easy reference ✅Access complimentary content like "Real Conversations" and additional research insights to explore Hedgeye’s research before subscribing While subscribers unlock full access to Hedgeye’s deep research and market insights, non-subscribers can still benefit from the app by accessing select free content, including market commentary, interviews with top investors, and a preview of Hedgeye’s research. It’s a valuable way to experience Hedgeye’s trusted investing process before committing to a full membership. "Investors need reliable, real-time insights to navigate today’s fast-moving markets," explains Keith McCullough, Founder and CEO of Hedgeye. "The Hedgeye App gives our subscribers instant access to my team’s research and risk management tools they need to protect and grow their wealth—anytime, anywhere." Download the Hedgeye App today on the App Store or Google Play, and take Hedgeye’s market signals, macro insights, ETF and stock ideas, and portfolio coaching wherever you go. Apple ➡️ Google ➡️ ABOUT HEDGEYE Founded in 2008, Hedgeye Risk Management is an independent investment research firm trusted by institutional and retail investors worldwide. With a team of over 40 seasoned analysts covering more than 1,000 stocks and ETFs across 20+ sectors, Hedgeye delivers in-depth, data-driven insights to help investors navigate and profit in any market condition. The firm is renowned for its risk management approach, combining macroeconomic research with bottom-up stock analysis to provide clear, actionable investing signals.

Hedgeye

37,572 次观看 • 1 年前