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"Insightful," "stimulating," "thought-provoking," and "thoroughly enjoyable." "AI in ICNS: Beyond the Hype" Workshop at the Integrated Communications, Navigation, and Surveillance (ICNS) Conference, Dulles, VA. April 24, 2024. Panel members: - Dr. Missy Cummings (Director Mason Responsible AI program) - Dr. Antonio Correas (co-founder/CPO, Skymantics) - Mr. Amit Ganjoo (Founder/CEO, ANRA Technologies) - Dr. Fred Wieland (Chief Research Scientist, Mosaic ATM) Co-Workshop Chairs: Adrian Solomon, CSEP, & Lance Sherry Discussed the challenges of deploying AI applications in the design, operations, and post-operations analysis phases. Some takeaways: - Don't forget about the cost of maintaining the AI system once it is deployed. AI systems need constant care and feeding. - Keep testing the AI system even when it is deployed. Hopefully, you can catch the incidents/accidents in the testing before they occur in the real world. - Writing testable requirements for the AI system should be a requirement. AI systems need to be scoped and have performance metrics just like any other system. - Human operator intervention and monitoring should be explicitly designed, not just an afterthought. - Physics-based machine learning algorithms have the advantage of ensuring the machine learning does not violate fundamental laws of physics (e.g. conservation of mass, conservation of energy). #ICNS #ICNS2024 #AI #autonomoussystems #airworthiness #certification #FAA #EASA

🚨 Speaker Announcement for #ADRF24 🚨 🎤 We are delighted to announce that Stefan Leijnen, who is a Vice-President of #Adra, a Research Professor in #AI & Head of European Union Relations at #AiNed, will be speaking at #ADRF24. His research areas are real-world implementation of responsible #AI, novel deep learning architectures for #generativeAI, and exploring how machine learning can be technically constrained by regulatory frameworks.🔋 #ResponsibleAI #DeepLearning #GenerativeAI #AIethics #TechForGood #AIimplementation #AIResearch #TrustworthyAI 🔗 Register now: https://lnkd.in/dcbFeB9w This year’s theme, ‘European Sovereignty in AI, Data, and Robotics,’ will focus on the importance of European leadership in these transformative technologies. With global policymakers, industry leaders, and researchers coming together, it’s the perfect opportunity to network, learn, and collaborate. #AI #Data #Robotics #Adra

"Insightful," "stimulating," "thought-provoking," and "thoroughly enjoyable." "AI in ICNS: Beyond the Hype" Workshop at the Integrated Communications, Navigation, and Surveillance (ICNS) Conference, Dulles, VA. April 24, 2024. Panel members: - Dr. Missy Cummings (Director Mason Responsible AI program) - Dr. Antonio Correas (co-founder/CPO, Skymantics) - Mr. Amit Ganjoo (Founder/CEO, ANRA Technologies) - Dr. Fred Wieland (Chief Research Scientist, Mosaic ATM) Co-Workshop Chairs: Adrian Solomon, CSEP, & Lance Sherry Discussed the challenges of deploying AI applications in the design, operations, and post-operations analysis phases. Some takeaways: - Don't forget about the cost of maintaining the AI system once it is deployed. AI systems need constant care and feeding. - Keep testing the AI system even when it is deployed. Hopefully, you can catch the incidents/accidents in the testing before they occur in the real world. - Writing testable requirements for the AI system should be a requirement. AI systems need to be scoped and have performance metrics just like any other system. - Human operator intervention and monitoring should be explicitly designed, not just an afterthought. - Physics-based machine learning algorithms have the advantage of ensuring the machine learning does not violate fundamental laws of physics (e.g. conservation of mass, conservation of energy). #ICNS #ICNS2024 #AI #autonomoussystems #airworthiness #certification #FAA #EASA