Source: https://www.linkedin.com/feed/update/urn%3Ali%3AugcPost%3A7111708422600871936
Building Best AI-Human Machine Systems & Networks Performance: Leading the World in Building #SelfAdaptive #Complex #Systems for 30-Years: https://lnkd.in/gmK2d5Pd : High-speed AI Drone Overtakes World-Champion #Drone #Racers: #Human #pilots still adapt better to #changing #conditions: https://lnkd.in/ghNDmNGs : Knowing-Building-Monetizing™ (KBM™: BRINT.com Global Digital CEO-CTO Network Ventures) AI Technologies and Capabilities is as important as knowing the limits and limitations of their respective #performance (R&D ranked for impact among AI-Quant-Finance Nobel Laureates: https://lnkd.in/ecvGyKvB : 123+ Top-10 SSRN R&D Rankings: Top 1% SSRN Author: https://lnkd.in/et2wpKe). The same applies to #Organizational and #Human #Learning–#Doing and #SenseMaking #Capabilities as well such as #CommonSense, #Foresight #Imagination, #Intuition, #Insight, #Intelligence: https://lnkd.in/et2wpKe.
In contrast to #AI and #Humans as an “Either-Or” Proposition, we are pioneers of #ArtificialIntelligence AND #Human #Machine #Systems & #Networks R&D, #Practices, #Technologies, #Networks, and #Ventures for clearly distinguishing #Static vs #Dynamic #Environment where #AI #Systems and #Networks perform better in #Autonomous modes and where #SmartMinds Using #SmartTools Smartly determine Success of #Human #Machine #Systems & #Networks:
University of Zurich: Challenge Accepted: High-speed AI Drone Overtakes World-Champion Drone Racers: https://lnkd.in/ghNDmNGs : In a milestone for artificial intelligence (AI), the AI system “Swift”, designed by UZH researchers, has beaten the world champions in drone racing – a result that seemed unattainable just a few years ago. The AI-piloted drone was trained in a simulated environment. Real-world applications include environmental monitoring or disaster response.
“The AI system, called Swift, won multiple races against three world-class champions in first-person view (FPV) drone racing, where pilots fly quadcopters at speeds exceeding 100 km/h, controlling them remotely..”
“Overall, Swift achieved the fastest lap, with a half-second lead over the best lap by a human pilot. On the other hand, human pilots proved more adaptable than the autonomous drone, which failed when the conditions were different from what it was trained for…”
#ReinforcementLearning by interacting with the physical world
Beyond #BoardGames & #VideoGames to the #RealWorld: “Physical sports are more challenging for AI because they are #less #predictable than board or video games. We don’t have a #perfect #knowledge of the #drone and #environment #models, so the AI needs to learn them by interacting with the physical world.”
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