🚨🤖#Robots are learning hands from humans. GenRobot captures real-time motion & turns behavior into training data. Not programmed, but learned. The real question is whether this holds up in the real world 🚨 🤖 #الروبوتات تتعلّم من الإنسان. يلتقط القفاز الحركي حركة اليد لحظيًا ويحوّل السلوك إلى بيانات تدريب.... لم تعد حركات مبرمجة بل مهارات متعلّمة. السؤال الحقيقي هو هل ينجح هذا النهج في العالم الواقعي. v/Dr. Marcell Vollmer #StaySafe #CES2026 #AI #Robotics #الذكاء_الاصطناعي Eveline Ruehlin Knut Jägersberg Tyson Lester, MBA, ChHC®, REBC®, RHU® Dev Khanna Glen Gilmore Chidambara .ML. Jean CAYEUX Nicolas Babin Lionel Costes Pierre Chamard Mack Mike Flache @FrRonconi Fabrizio Bustamante Escudero Mario @theomitsa Dr Stephen Harwood #Tech4Good #SDG 🇵🇱 Eric Gaubert TAEVision Technology Baskaran Ambalavanan Anthony Rochand Smaksked Skåne AB 🌐 Elitsa Krumova Andres Vilariño 🇪🇦 Greg Valancius BusinessIntelligence arlene newbigging Neus Lorenzo Domingo Narvaez Vitor Santos BulBi! Thomas J. Dettling #DigitalTransformation Françoise Morvan Nafis Alam MHcommunicate #Mastodon👉@mhcommunicate@social JC Gaillard Jean-Baptiste Lefevre Susan Schreiner @CES2027 Elinor Stutz amal.merzouk ⴰⵎⴰⵍ ⵎⴻⵔⵣoⵓⴽ Dr.Philippe Vynckier, CISSP - Influencer Bruce E. Bailey, CRM/FED (Retired) punished and rugged Nathalia Le Hen Monica Jasuja Ralf Ladner Susan Schreiner @CES2027 Sabine VanderLinden Mary Gambarashow more

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 🚨🤖#Robots are learning hands from humans. GenRobot captures real-time motion & turns behavior into training data ,,, v/ @mvollmer1 𝕋𝕙𝔸𝕟𝕜 𝕌 & 𝕨𝕖𝕝ℂ😃𝕞𝕖 Our Dr @Khulood_Almani mam , ⁠g◉⁠⁠◉d aftern◉⁠‿⁠◉n #happySunday 2 u & all your friends 🍁

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 @mvollmer1 Appreciate your feedback, dear @chidambara09 🙏

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 @mvollmer1 Welc😃me Our Dr kA mam #happySunday 🍁

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @jblefevre60 Very impressive 🤖🧠✋ Thany you so much dear @Khulood_Almani for sharing 🙏😊 It's always very instructive 💡💯🌟💐

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @jblefevre60 Thank you so much, dear Prof. Lionel @RLDI_Lamy🙏 I truly appreciate your kind words 🌸 Always glad to share and learn together ✨

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 Thanks, amazing dear Khulood, that's a great step forward ✨

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 Indeed, dear Anthony 💯Such a promising progress & now it’s more about proving itself beyond controlled settings. I truly appreciate your reflection🙏

@smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 An amazing breakthrough in Physical AI🙌 I can envision this approach for repetitive warehousing and logistics jobs and possible surgical robotics in hospitals. Much appreciate the mention🙏 I wish you Dear Khulood @Khulood_Almani and all a very happy new week 🔆⭐️

@smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 I truly appreciate it, dear Eveline @enilev 🙏 Such a promising direction where real value will come from how reliably it performs beyond controlled settings. Wishing you a great day 🌸✨

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 Awesome 👍

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 Indeed!

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 #Tech4Good One step forward.... Thank you kindly dear Dr. Khulood for sharing and inclusion. Very much appreciated. Happy New Week😊👋

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 Indeed, dear Eva👍 Exciting times ahead!

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 👍😊👋

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 There is some interesting work on robot by @adrian_kaehler Adrian is outstanding developer of technology and robots is not the only space he have set the standard in

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 @adrian_kaehler Absolutely, Don! Adrian’s work consistently sets a high bar across domains. Truly impressive trajectory.

@HKB_Tech @enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 Promising shift—from scripted automation to embodied learning. The edge will be in robustness: can these models generalize beyond clean demos into noisy, unpredictable real-world tasks? That’s where winners will be decided.

@HKB_Tech @enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 Thanks for sharing your thoughts Faris.

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 Sucesso a todos!

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 Thank you Vitor

I'd guess the synergy between this type of manual learning interface and the visual learning interface we've seen in the motion picture industry is not dissimilar. One quickly goes to brain chip interfaces, but wait! AI (especially quantum based) is magnitudes faster than brains. For decades, the weakest link in robotics, home appliances, etc. has been (and still is. Servo mechanisms and long lasting, small, power sources. AI can help us solve these issues, then it's learning may be applied. Solve the basic, physical issues, then we can bask in the useful singularity.

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @Nicochan33 @RLDI_Lamy @jblefevre60 Great point, dear Bruce👍Hardware is still the bottleneck & real world impact depends on actuators & materials catching up!

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 Enabling people to regain independence after a life-altering accident through #robotics, #health❣️ Thanks Dr. Khulood, these are interesting topics and everyone can be affected❣️🤔😉🙏🦥🐒

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 I couldn’t agree more👍 Thank you 🙏

@HKB_Tech @enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 Buen avance apreciada Khulood, impresionante!

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 The shift from "programmed" to "learned" is the real game-changer here. If they can master human dexterity in a lab, the real-world applications for manufacturing and healthcare are endless. The future of robotics is getting very hands-on

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 Thanks

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 computer vision for flexoskeleton visualization, could Google's Genie 3 be a good option? Grokene graphene Sensors+ Digital Twins siemiens and Digitizing using Google's Genie 3 is crucial for the machine to understand its physical real world location,

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 Don’t need a hand to complete most tasks with robotics.. build the robot for the specific task. Already being done all over the place, like at FireFly

@enilev @smoothsale @Eli_Krumova @ralf_ladner @ahier @JeromeMONANGE @bbailey39 @Nicochan33 @RLDI_Lamy @jblefevre60 Taking the Head off of a Fiat 124, or 125 would test, does it get a skinned knuckle, will it say new swear words

Quand la machine apprend le geste humain… elle n’imite plus, elle remplace. “La main est l’instrument des instruments.” — Aristote Le vrai enjeu n’est pas technique, il est civilisationnel. Ce que nous transmettons aux machines aujourd’hui… redéfinira la valeur de l’homme demain.