Speech and Biometric Data Collection & Labeling for AI Training. Crowdsourced. Scalable. Backed by Techstars.

Delaware, USA
Joined August 2022
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Your next security guard does kung fu. 🥋🤖 Unitree's H2-X dents car doors, steps in front of a knife, and lifts a car to free a trapped dummy. Up to 8 hours of runtime. Would you feel safer or more scared? 👇 🎥 @UnitreeRobotics #HumanoidRobots #PhysicalAI
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This robot hasn't stopped walking in 9 days. 🤖 348 miles. 1.2M steps. One treadmill. Zero days off. Would you trust a robot that never clocks out? 👇 🎥 @Figure_robot / @adcock_brett #PhysicalAI #HumanoidRobots
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🚨 BREAKING: @nvidia drops FLORA — an OPEN-SOURCE robotics engine that’s ~125x CHEAPER than frontier LLMs! 🤖💸 Spots 53% of robot fails, unifies captions + rewards, and labels 200k hrs/day for GR00T. #NVIDIA #Robotics #OpenSource #PhysicalAI
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Every robot revolution starts with an absolute faceplant. 🤖💥 Before humanoids master fluid locomotion, they have to eat dirt a few hundred times. Today’s blooper reel is tomorrow’s flawless autonomy. Trust the process. 🦾 #Robotics #AI #Tech #Innovation
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People are getting paid to do chores to train robots 🧼🤖💸 The biggest bottleneck in Physical AI isn't hardware—it's real-world human data! 📊🧠 Robots can't learn dexterity without human movement data 🦾✨ #PhysicalAI #Robotics #AI #DataCollection
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A humanoid robot just sank 7 cornhole shots in a row 🎯🤖 @Apptronik's Apollo watched a human video, coded its own simulation, and executed in real life. Video ➡️ Simulation ➡️ Action. Physical AI is wild! 🔥 #Robotics #PhysicalAI #AI
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Humanoid traffic patrols are officially here. 🤖🚦 DEEP Robotics is running live tests of its humanoid robot across streets in Hangzhou: • Full IP66 waterproof rating for pouring rain • Issues real-time gesture & voice safety alerts The future arrived fast. #Robotics #AI
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Training robots in 1925 required 3 heavy cameras on your head & manual frame labeling 📹⚙️ 100 years later, hardware is tiny, but Physical AI STILL runs on real human data 🤖💡 #PhysicalAI #Robotics #AI #Tech #Filemarket
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A humanoid robot playing tennis? 🎾🤖 Trained on 5 hours of human motion data + RL, the Unitree G1 hits a 90.9% forehand return rate in real tests. Physical AI runs on real data. Get your training data: Filemarket.ai 🚀 #PhysicalAI #Robotics #AI #TechTrends
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Me: "AI will just draft emails." AI at the World Humanoid Robot Games: 🏃💨🤖 Sprinting the track, leaning into turns, and winning gold! If this pulls up on my morning jog, I'm setting world records 😭 #Robotics #HumanoidRobot #AI #TechHumor
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The humanoid robotics race is now a data race 🤖 • SV investors pay $10k for China factory tours • China shipped 78% of global humanoids in H1 2026 • Beijing targeting 1M-hour Physical AI dataset Build with FileMarket Labs for Robotics 🚀 #PhysicalAI #Robotics
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🚨5 MILLION industrial robots are now operating in factories worldwide! 🤖🏭 According to the new IFR #WorldRobotics2026 report, installations jumped 11% last year to 600k+ units. 🇨🇳 China: 59% of global deployments 🇺🇸 US: Now the 2nd largest market, beating Japan 🇮🇳 India: 27%
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Boston Dynamics intentionally killed the pinky finger on their new electric Atlas hand. 🤖🔥 Why? Lower unit cost + fewer failure points = maximum industrial efficiency. #FileMarket #Robotics #BostonDynamics #PhysicalAI #AI #TechTrends #Automation #MachineLearning
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Robots powered by living muscles? 🧬🤖 Researchers at NUS developed OstraBot, a biohybrid swimming robot powered by lab-grown muscle tissue! 👏 Sound Controlled 💪 Muscle Gym 🌱 Eco-Friendly #Robotics #TechNews #BioTech #FileMarket #PhysicalAI
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5/ Physical AI needs experience at scale. Simulation multiplies that experience, but reality is where it begins. #AMD #WorldLabs #Robotics #PhysicalAI
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4/ Why it matters for robotics: Robots can train through 100+ simulated scenarios before ever trying them physically.
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3/ How it works: A single real-world space can be transformed into endless versions with different lighting, objects, layouts, and camera angles.
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2/ World Labs builds spatial intelligence models that reconstruct and simulate interactive 3D worlds from images, video, and text.
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1/ AMD is acquiring World Labs for $8.2B—and it isn't another chatbot company. 🧵👇
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Figure AI retired its F.02 humanoid Terminator-style 🦾🔥 In 11 mos at BMW: • 10-hr shifts • 90k+ parts loaded • 30k+ X3s built Real factory data on failures led to F.03’s new wrist design. Follow @FileMarketAI ! 🤖 #Robotics #AI #BMW
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