[Ccsds-omg-liaison] 2025-04-28 OMG Cross-Consortia AI Joint Working Group (10 AM ET and 4 PM ET) Meeting Minutes
Harriet Costa
costa at omg.org
Thu May 1 13:58:22 UTC 2025
Hi OMG, DTC, and the AREA Members:
Thank you for your attendance and interest on Monday.
We are sending out these automated minutes as quick as we can especially to reach those who couldn't attend the meeting(s) Monday, April 28th, so please excuse any miscommunication.
Next week we'll be following up with more detailed information about next steps. We did have individuals step forward to lead some of the use case work and look forward to more participation given the level of interest and criticality of the efforts.
Below are the 2025-04-28 OMG Cross-Consortia AI Joint Working Group (10 AM ET and 4 PM ET) Meeting Minutes:
2025-04-28 AI Joint Working Group (10 AM ET) Meeting Minutes
MEETING DETAILS
* 114 Attendees
* Link<https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fengage.digitaltwinconsortium.org%2Fdocument%2Fdl%2F3229&data=05%7C02%7Cspace%40omg.org%7Cf140281e98754df8584308dd88b841fe%7C43ba4fbcdc0a4269b50364f0363799d8%7C0%7C0%7C638817047147911065%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=OtVdEXsb%2Fk7zNMkugu4Mzl2PR%2B6coZRH%2BaoUggtHjus%3D&reserved=0> to Main Presentation
* Link<https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fengage.digitaltwinconsortium.org%2Fdocument%2Fdl%2F3230&data=05%7C02%7Cspace%40omg.org%7Cf140281e98754df8584308dd88b841fe%7C43ba4fbcdc0a4269b50364f0363799d8%7C0%7C0%7C638817047147972574%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=2674ptCyUxmdbPr%2FnmgVIFOk3ZLt4RBCWlee3qxsKIY%3D&reserved=0> to David McKee Presentation
* Link<https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.youtube.com%2Fplaylist%3Flist%3DPLNl1oy_PghgP03pFkbJhjWfOtLNUxAgF7&data=05%7C02%7Cspace%40omg.org%7Cf140281e98754df8584308dd88b841fe%7C43ba4fbcdc0a4269b50364f0363799d8%7C0%7C0%7C638817047148031118%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=UmSWX2ddA4XqEHwjqpCYx%2FZpSiBYDmqCGMiILkmX%2BU0%3D&reserved=0> to Meeting Recordings
* Link<https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fbuildingdigitaltwin.org%2F&data=05%7C02%7Cspace%40omg.org%7Cf140281e98754df8584308dd88b841fe%7C43ba4fbcdc0a4269b50364f0363799d8%7C0%7C0%7C638817047148074191%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=0V1dEds81S8yPkxu%2BNRkM0qX2%2FprbE7V85bfSbU1YEA%3D&reserved=0> to Building Digital Twins organization
MEETING SUMMARY
* Meeting Objective: Dan outlined the objective of the meeting, which is to bring together the consortia and look at different use cases that have emerged from individual meetings, Miro boards, and joint workshops. The goal is to define specific use cases and identify impactful deliverables.
* Objective: Dan emphasized the objective of the meeting is to consolidate use cases from various sources, including individual meetings, Miro boards, and joint workshops, to define specific use cases and identify impactful deliverables.
* Use Cases: Dan mentioned that the meeting aims to bring together the consortia to review different use cases that have emerged from previous discussions and workshops.
* Impactful Deliverables: The goal is to identify the most impactful deliverables that can be achieved through the defined use cases, demonstrating innovation and thought leadership within the OMG community.
* Testbed Initiatives: Dan discussed the implementation-focused approach around testbeds, highlighting two innovative testbeds that cross many different members and opportunities. These testbeds are moving forward quickly and aim to bring out the contributions of each of the consortia.
* Implementation Focus: Dan highlighted the implementation-focused approach around testbeds, emphasizing the importance of practical applications and contributions from various consortia.
* Innovative Testbeds: Two innovative testbeds were discussed, which involve multiple members and present significant opportunities for collaboration and advancement.
* Rapid Progress: These testbeds are moving forward quickly, aiming to showcase the contributions and innovations from each of the consortia involved.
* Focus Areas: Dan explained the four key focus areas: standardization and semantics ontology, interoperability intelligent automation, XR (augmented, mixed, and virtual reality), and responsible AI. These areas will be highlighted through examples from proposed testbeds.
* Standardization: Dan discussed the importance of standardization and semantics ontology, bringing together expertise from the OMG SDO to ensure consistency and interoperability.
* Intelligent Automation: Interoperability and intelligent automation were highlighted as key focus areas, integrating thought leadership from the Industrial Internet Consortium and Digital Twin Consortium.
* XR Technologies: Extended reality (XR), including augmented, mixed, and virtual reality, was discussed as a focus area, with examples from proposed testbeds demonstrating its applications.
* Responsible AI: Responsible AI was emphasized, including societal impacts, bias management, and advanced techniques to ensure ethical and repeatable AI models.
* AI Joint Working Group: Dan emphasized the importance of identifying impactful deliverables that demonstrate innovation and thought leadership within the OMG community. The goal is to bring together expertise from the different consortia and focus on areas such as intelligent automation, XR, and responsible AI.
* Impactful Deliverables: Dan stressed the need to identify impactful deliverables that showcase innovation and thought leadership within the OMG community.
* Expertise Integration: The goal is to integrate expertise from the different consortia, focusing on areas such as intelligent automation, XR, and responsible AI.
* Innovation: Dan highlighted the importance of demonstrating innovation through the contributions of various members and consortia.
* Testbed Proposal: AI-Driven Asset Management: Dan introduced David McKee's testbed proposal on AI-driven asset management, focusing on environmental compliance and combining different areas for implementation. The proposal aims to validate hypotheses with specific KPIs and metrics.
* Proposal Introduction: Dan introduced David McKee's testbed proposal, which focuses on AI-driven asset management and environmental compliance.
* Implementation Areas: The proposal combines different areas for implementation, aiming to validate hypotheses with specific KPIs and metrics.
* Environmental Compliance: Environmental compliance is a key focus of the proposal, ensuring that AI-driven asset management adheres to regulatory standards.
* Testbed Proposal: Hybrid Manufacturing: Mark Buckner presented a testbed proposal focused on hybrid manufacturing, involving generative AI, automation, and digital twins. The project aims to create life-size statues of historical figures from the Manhattan Project and explore the use of extended reality for workforce training.
* Hybrid Manufacturing: Mark Buckner presented a testbed proposal focused on hybrid manufacturing, integrating generative AI, automation, and digital twins.
* Project Goals: The project aims to create life-size statues of historical figures from the Manhattan Project, showcasing the capabilities of hybrid manufacturing.
* Extended Reality: The proposal explores the use of extended reality (XR) for workforce training, aiming to accelerate training and upskilling.
* Testbed Proposal: Safety-Driven Digital Twins: David discussed a testbed proposal for creating a repeatable framework for building digital twins based on legal frameworks for safety-driven use cases. The project involves multiple partners and aims to replicate the framework across different sites.
* Safety-Driven Digital Twins: David discussed a testbed proposal focused on creating a repeatable framework for building digital twins based on legal frameworks for safety-driven use cases.
* Multiple Partners: The project involves multiple partners, including Nexus and others, aiming to replicate the framework across different sites.
* Legal Frameworks: The proposal emphasizes the importance of legal frameworks in ensuring safety and compliance in digital twin implementations.
* Testbed Proposal: Network Orchestration: Dan highlighted a testbed proposal focused on network orchestration using standardized manufacturing ontologies and multi-agent systems. The goal is to enable semantic interoperability between agents across domains and maintain security and autonomy.
* Network Orchestration: Dan highlighted a testbed proposal focused on network orchestration using standardized manufacturing ontologies and multi-agent systems.
* Semantic Interoperability: The goal is to enable semantic interoperability between agents across domains, ensuring consistent communication and collaboration.
* Security and Autonomy: The proposal aims to maintain security and autonomy while enabling cross-domain communication and interoperability.
* Testbed Proposal: Autonomous Vehicles: Dan presented a testbed proposal for autonomous vehicles, focusing on multimodal sensor analysis and predictive models to improve pedestrian safety. The project aims to validate and mitigate pedestrian risk-taking behaviors using XR simulations.
* Autonomous Vehicles: Dan presented a testbed proposal focused on autonomous vehicles, aiming to improve pedestrian safety through multimodal sensor analysis and predictive models.
* Pedestrian Safety: The project aims to validate and mitigate pedestrian risk-taking behaviors using XR simulations, enhancing safety measures.
* Predictive Models: Predictive models will be developed to accurately evaluate and predict pedestrian behaviors, improving interventions and safety.
* Personalized Healthcare: Dan discussed a proposal for personalized healthcare through digital twins, involving the use of generative AI-based agents to support healthcare contexts. The project aims to ensure data governance and safety while providing innovative solutions for patient care.
* Personalized Healthcare: Dan discussed a proposal for personalized healthcare through digital twins, focusing on innovative solutions for patient care.
* Generative AI: The project involves the use of generative AI-based agents to support healthcare contexts, ensuring effective and personalized care.
* Data Governance: Ensuring data governance and safety is a key aspect of the proposal, addressing the handling of sensitive patient data.
* Cross-Consortia Collaboration: Dan emphasized the importance of cross-consortia collaboration and the potential for impactful deliverables. He highlighted the need for participants to lead and contribute to different use cases, focusing on areas such as urban planning, energy management, and immersive training.
* Liaison with OPC Foundation: Eduardo introduced the liaison with OPC Foundation and discussed the potential for collaboration on digital twins in the built environment. He highlighted the importance of harmonizing standards and exploring new application cases.
* ARC Advisory Group Collaboration: Mark Luciw from ARC Advisory Group discussed their collaboration with DTC on the open asset digital twin in the process industry. He announced the upcoming release of a joint paper on reality capture guardrails and emphasized the importance of learning from other companies' experiences.
FOLLOW-UP TASKS
* AI Joint Working Group: Share the slides and presentation details with the team for review. (Dan)
* AI Joint Working Group: Set up a Miro board with the six different use cases and matrixes for team contributions. (Dan)
* AI Joint Working Group: Schedule the next meeting to show the results and outcomes of this meeting. (Dan)
The meeting minutes provided are generated through an automated process and may not capture all nuances or details discussed during the meeting. They are intended to serve as a general summary and are subject to review/correction as necessary. Any discrepancies or inaccuracies should be verified with the original meeting recording.
2025-04-28 AI Joint Working Group (4 PM ET) Meeting Minutes
MEETING DETAILS
* 71 Attendees
* Link<https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fengage.digitaltwinconsortium.org%2Fdocument%2Fdl%2F3229&data=05%7C02%7Cspace%40omg.org%7Cf140281e98754df8584308dd88b841fe%7C43ba4fbcdc0a4269b50364f0363799d8%7C0%7C0%7C638817047148116467%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=W56DvlS9queQd%2BKBLjtSInIKZlIPf%2BHWMhlIYfsk%2FNs%3D&reserved=0> to Main Presentation
* Link<https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.youtube.com%2Fplaylist%3Flist%3DPLNl1oy_PghgP03pFkbJhjWfOtLNUxAgF7&data=05%7C02%7Cspace%40omg.org%7Cf140281e98754df8584308dd88b841fe%7C43ba4fbcdc0a4269b50364f0363799d8%7C0%7C0%7C638817047148157326%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=cWrVo9W2fH7ce2zRLML2RTth3jm70ImMPE6Ylnzzs%2BU%3D&reserved=0> to Meeting Recordings
MEETING SUMMARY
* Meeting Objective: Dan outlined the objective of the meeting, which is to identify use cases and leaders for impactful deliverables based on past work and member meetings.
* Objective Overview: Dan emphasized the goal of the meeting to identify use cases and leaders for impactful deliverables. This is based on the work done in past member meetings and workshops, aiming to leverage the collective expertise of the members.
* Leader Identification: Dan highlighted the need to identify individuals who are willing to lead the development of impactful deliverables and contribute to the initiatives. This involves taking ownership of specific tasks and ensuring their successful implementation.
* Cross-Consortia Collaboration: Dan explained the cross-consortia collaboration under the OMG community, bringing together expertise from different consortia to focus on AI, interoperability, intelligent automation, and extended reality.
* Collaboration Explanation: Dan described the cross-consortia collaboration, which involves integrating expertise from various consortia within the OMG community. This collaboration aims to address key areas such as AI, interoperability, intelligent automation, and extended reality.
* Expertise Integration: The collaboration brings together the collective knowledge and experience from the different consortia, enhancing the ability to tackle complex challenges and develop innovative solutions.
* Focus Areas: Dan described the four specific areas of expertise: standardization ontology semantics, interoperability, intelligent automation, and extended reality, and how they complement each other.
* Four Focus Areas: Dan outlined the four focus areas: standardization ontology semantics, interoperability, intelligent automation, and extended reality. Each area brings unique expertise and complements the others, creating a comprehensive approach to addressing challenges.
* Complementary Nature: Dan explained how these focus areas complement each other, with standardization ontology semantics providing a foundation for interoperability, intelligent automation enhancing processes, and extended reality offering new ways to interact with data and systems.
* Responsible AI: Dan discussed the importance of responsible AI, including societal impacts, ethics, biases, and data security.
* Responsible AI Importance: Dan emphasized the significance of responsible AI, focusing on its societal impacts, ethical considerations, biases, and data security. He highlighted the need to address these aspects to ensure AI technologies are developed and used responsibly.
* Ethics and Biases: Dan discussed the ethical implications of AI, including the need to minimize biases and ensure fairness in AI systems. He also mentioned the importance of addressing data security and privacy concerns.
* Member Meetings and Workshops: Dan highlighted the past meetings and workshops, including the use of Miro boards and the identification of specific use cases.
* Past Meetings: Dan provided an overview of past member meetings and workshops, where various use cases were identified and discussed. These meetings involved active participation and contributions from members.
* Miro Boards: Dan mentioned the use of Miro boards during the workshops, which helped in visualizing and organizing ideas and contributions from members. These boards played a crucial role in identifying and summarizing use cases.
* Use Case Matrix: Dan presented a matrix that categorizes use cases based on the four focus areas, identifying commonalities and challenges.
* Matrix Presentation: Dan introduced a matrix that categorizes use cases according to the four focus areas: standardization ontology semantics, interoperability, intelligent automation, and extended reality. This matrix helps in identifying commonalities and challenges across different use cases.
* Commonalities and Challenges: Dan explained that the matrix revealed interesting commonalities among the use cases, as well as specific challenges and risks associated with each focus area. This information is crucial for developing effective solutions and deliverables.
* Oakridge High School Initiative: Dan shared an example of a deliverable led by Dr. Mark Buckner, focusing on a digital engineering ecosystem for advanced manufacturing education at Oakridge High School.
* Initiative Overview: Dan discussed a deliverable led by Dr. Mark Buckner, which involves creating a digital engineering ecosystem for advanced manufacturing education at Oakridge High School. This initiative aims to disrupt traditional education methods and enhance workforce development.
* Program Details: Dr. Buckner's program includes the use of CNC machines, 3D printers, and other manufacturing equipment by high school students. The initiative has successfully put over 400 students through the program, creating a company called Wildcat Manufacturing that contracts with local manufacturers.
* Testbed Proposal: Dan discussed a testbed proposal by Dr. Mark Buckner, involving AI, XR, and digital twins to enhance manufacturing education and workforce development.
* Proposal Overview: Dan elaborated on Dr. Mark Buckner's testbed proposal, which aims to explore the end-to-end experience of digital engineering ecosystems. The proposal includes leveraging generative design, AI, and XR to enhance manufacturing education and workforce development.
* AI and XR Integration: The proposal involves using AI to augment generative design and creating an AR-based avatar for interactive learning. This approach aims to minimize hallucinations and ensure the technology is safe for community use.
* Cognos Testbed: Pieter introduced the Cognos testbed, which uses digital twins and multi-agent systems to improve communication and interoperability in manufacturing.
* Testbed Introduction: Pieter introduced the Cognos testbed, which focuses on using digital twins and multi-agent systems to enhance communication and interoperability in manufacturing environments. The testbed aims to demonstrate the practical application of these technologies.
* Standardized Ontologies: Pieter explained that the testbed uses standardized manufacturing ontologies and communication protocols to enable agents to communicate across different domains. This approach aims to improve semantic interoperability and collaboration in manufacturing.
* Pedestrian Safety and AVs: Dan presented a use case led by Dr. Soheil Sabri, focusing on improving pedestrian safety through multimodal data and XR simulations in collaboration with the city of Altamonte Springs and the Florida Department of Transportation.
* Use Case Overview: Dan discussed a use case led by Dr. Soheil Sabri, which aims to improve pedestrian safety using multimodal data and XR simulations. This project is in collaboration with the city of Altamonte Springs and the Florida Department of Transportation.
* Data and Simulations: The use case involves collecting multimodal sensor data to evaluate and predict pedestrian behavior. XR simulations are used to validate and mitigate risk-taking behaviors, contributing to AI-driven safety enhancements for autonomous vehicle deployment.
* Personalized Healthcare: Sean Whiteley discussed a testbed for managing infectious diseases in hospitals using digital twins, AI, and secure data handling.
* Testbed Overview: Sean Whiteley presented a testbed focused on managing infectious diseases in hospitals using digital twins, AI, and secure data handling. The project started during COVID-19 and has since expanded to manage various pathogens.
* AI Integration: The testbed aims to integrate AI into a graph database to execute user queries safely while protecting patient data. This involves ensuring data remains encrypted and adheres to role-based access control.
* Digital Transformation Blueprint: Dan introduced a blueprint for digital transformation in asset management, focusing on AI-driven safety compliance and ESG.
* Blueprint Introduction: Dan introduced a blueprint for digital transformation in asset management, which focuses on AI-driven safety compliance and ESG (Environmental, Social, and Governance) considerations. This blueprint aims to accelerate adoption across industries.
* Standardized Blueprint: The blueprint provides a standardized approach to digital transformation, covering aspects from edge sensors to infrastructure integration. It aims to enhance compliance, interoperability, and multi-agent collaboration across different sectors.
* Liaison with ARC Advisory Group: Mark Luciw from ARC Advisory Group discussed their focus on data interoperability and digital twins in the process industry, and their collaboration with OMG.
* Collaboration Opportunities: Dan emphasized the collaboration opportunities with various organizations, including the Industrial Digital Twin Association and the OPC Foundation.
* Upcoming Meetings: Dan announced the upcoming AI Joint Workshop and member meetings in June, encouraging participation and contribution.
FOLLOW-UP TASKS
* Testbed Proposal Participation: Express interest in participating in the testbed proposal led by Dr. Mark Buckner from Oakridge National Research Labs. (Members)
* Digital Twin Standards Development: Align the packaging automation testbed with the ARC Advisory Council's digital twin standards. (Mark Luciw)
* Digital Engineering Working Group: Attend the session<https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.brighttalk.com%2Fwebcast%2F18347%2F641334%3Futm_campaign%3DDTC%2520Webinars%26utm_medium%3Demail%26_hsenc%3Dp2ANqtz--hy5Vv8HSCUnaXGp202LXEcYS7POclSQJ00o2MwhJS2PgcHKW-F6jrA0Yk9S7a8y3AluM6X-3go1egv_EliXoJbkPr4Xn5rewphxGv3hHW9RKrspg%26_hsmi%3D358051171%26utm_content%3D358051171%26utm_source%3Dhs_email&data=05%7C02%7Cspace%40omg.org%7Cf140281e98754df8584308dd88b841fe%7C43ba4fbcdc0a4269b50364f0363799d8%7C0%7C0%7C638817047148191320%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=m74aCTiOt0CFcFj%2FQe1L95Ck0DeliOacP3BwrrFyJpw%3D&reserved=0> on the next version of the capabilities periodic table on May 1st. (Members)
* AI Joint Workshop Agenda: Post the preliminary draft of the AI Joint Workshop agenda by the end of the week. (Dan)
* Testbed Proposal Submission: Submit the proposal for the packaging automation testbed to align with the personalized healthcare through digital twin initiative. (Giuseppe)
* Workshop Participation: Participate in the AI Joint Workshop on June 11th. (Members)
The meeting minutes provided are generated through an automated process and may not capture all nuances or details discussed during the meeting. They are intended to serve as a general summary and are subject to review/correction as necessary. Any discrepancies or inaccuracies should be verified with the original meeting recording.
Please contact me if there are any questions.
Best Regards,
Harriet
Harriet Costa
Richmond, VA, USA UTC-04
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