Ekstra.ai retweeted
this is ugly but way easier than explaining 100x. limited access for the homies @BIGifer4
Made with AI
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Don’t get confused just trust the process: it’ll be a big if
Stocks. Crypto. Prediction markets. Sports betting. We’re building @BIGifer4 around one idea: say what you think will happen, and find ways to act across markets. Your next move starts with “what if?”
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Ekstra.ai retweeted
Replying to @BIGifer4
@BIGifer4 is 1 month away from launch. It’ll support the strategic direction of @EkstraAi. What’s your BIG IF?
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we all have a BIG IF
Replying to @BIGifer4
@BIGifer4 is 1 month away from launch. It’ll support the strategic direction of @EkstraAi. What’s your BIG IF?
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Ekstra.ai retweeted
Robotic dexterity, in motion. Fast reactions. Precise manipulation. Rich physical interaction. A few moments from Day 1 at #IROS2026, where we’re putting Sharpa’s latest hardware through real-world manipulation tasks. Discover Sharpa’s three flagship products and learn more: sharpa.com 📍 Booth 514 #IROS #Sharpa #Robotics #HumanoidRobotics #DexterousManipulation #DexterousHand #EmbodiedAI #RobotLearning #Teleoperation
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A big if
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If you’re a founder in 2026- the only question you need to ask is: What resources do agents need most to execute a task?
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Ekstra.ai retweeted
A robot can follow instructions perfectly…and still fail. “Pick up the bottle.” It does. The ketchup spills. The robot did what you asked, but not what you needed. The instruction missed what mattered. Hallucination is different: the system invents an observation or claims a task is complete when it isn’t. One needs clearer goals. The other needs evidence. Both need the actual outcome checked. That’s the idea behind Proof of Perception: check claims against independent, live sensor observations, not just one camera, model, or robot’s word. Check what was there before, what happened during, and what changed after. When evidence is missing or conflicting, don’t declare success. Following instructions isn’t the same as finishing the job. And saying “done” isn’t proof.
"If you can’t be right, at least be sure when you’re wrong" Errors are always going to happen in robotics but they need to meet 3 criteria to be acceptable - 1. Safe to the robot & people 2. Minimal intervention to correct 3. Minimal false positives/negatives Deep learning often fails at number 3. LLMs frequently hallucinate incorrect results & find a post hoc justification for why the results are correct. This isn't ideal in the world of words and it's disastrous in the physical world of robots. Is there a route to creating AI robots that don't hallucinate?
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Ekstra AI is still very much alive. We’re still building. We launched Ekstra Pro so people could experience what we’ve been working on: a platform designed to watch your cameras and screens, understand what matters to you, and help you respond when you’re not there. We later paused public access. Keeping the cloud deployment running full-time did not make sense for the usage we had at that stage. We needed a more sustainable way to make the platform available. We’ve now gained a partner who is helping expand our deployment capacity. We’re working with them toward keeping Ekstra Pro available full-time while we continue improving the product. The immediate focus is reliability: camera and screen connections that stay connected, agents that keep watching, and a dashboard that shows what happened—with the evidence behind it. The larger goal remains the same: move beyond notifications into authorized actions, then verify that the intended outcome actually happened. We’ll share access, demonstrations, and release milestones as they’re verified—not announce another date before the product is ready. Ekstra hasn’t stopped. The focus is on making it something people can depend on.
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trust the process my guy
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Ekstra.ai retweeted
Zoom out and BELIEVE $xtra @EkstraAi
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Ekstra.ai retweeted
$XTRA is back. 👀 A small hiccup doesn’t change the underlying narrative for me. If anything, moments like this shake out the weak hands while the builders keep working. Demetri has been grinding non-stop, and the narrative around what they’re building has only gotten stronger. I’ve stayed consistent with my conviction throughout the volatility, and I still believe $XTRA has the potential to be valued in the millions if execution continues. Let the builders build. The market can catch up later. 🚀 Still early HMGi31oKgTc2pFvUvrFM5Qm12s5XEGkoPTNiN35ppump
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Ekstra is continuing, and solana:HMGi31oKgTc2pFvUvrFM5Qm12s5XEGkoPTNiN35ppump remains part of our intended direction. What is changing is that product releases, company finances, and founder token activity will have clear boundaries instead of being mixed together
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Ekstra.ai retweeted
GPT-6 does real2sim end to end from robot demonstrations. I gave it only multi-view RGB and robot actions, and one simple prompt. It calibrated the cameras, built the object assets, performed physics system-ID, ran MuJoCo, and rendered in Blender.
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Ekstra.ai retweeted
When the robotics and physical AI market scales toward millions of autonomous units, those machines will constantly suffer from "blind spots"—local environments where their onboard sensors aren't enough. A decentralized, queryable real-time intelligence layer like @EkstraAi acts as the public utility network, giving any robot instant, crowd-sourced situational awareness without requiring every machine to carry heavy, expensive multi-kilometer sensor arrays... solana:HMGi31oKgTc2pFvUvrFM5Qm12s5XEGkoPTNiN35ppump is the payment layer they will pay for the data, and contributors will be paid for the data provided by cameras...
Elon Musk is telling you to buy robotics stocks. "There will be at least a billion robots in 10 years, each producing at least 5x the output of a human" Morgan Stanley says robots are a $5 TRILLION market by 2050. Here are 7 stocks positioned to benefit:👇
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Ekstra.ai retweeted
Meet the #Robot That Follows Humans and Boosts Industry Efficiency by @XueJia24682 #AI #Robotics #MachineLearning #ArtificialIntelligence #ML
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Ekstra.ai retweeted
Physical AI is taking on tougher industrial work. 🦾 From development to deployment, @NobleMachines is building general-purpose robots with NVIDIA Isaac GR00T, Jetson, and @ADLINK_IoT edge AI platforms to help bring physical AI into demanding industrial environments. Read the story 📖 nvda.ws/3UMx6IH
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Ekstra.ai retweeted
Owned by Amazon now
CTO ROBOTICS Media
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