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<p class="elementtoproof"><span style="font-size:12.0pt">Hi OMG, DTC, and the AREA Members:<o:p></o:p></span></p>
<p class="elementtoproof"><span style="font-size:12.0pt">Thank you for your attendance and interest on Monday.
<o:p></o:p></span></p>
<p class="elementtoproof"><span style="font-size:12.0pt">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 28<sup>th</sup>, so please excuse any miscommunication.<o:p></o:p></span></p>
<p class="elementtoproof"><span style="font-size:12.0pt">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.<o:p></o:p></span></p>
<p class="elementtoproof"><span style="font-size:12.0pt">Below are the 2025-04-28 OMG Cross-Consortia AI Joint Working Group (10 AM ET and 4 PM ET) Meeting Minutes:<o:p></o:p></span></p>
<p class="elementtoproof"><b><span style="font-size:14.0pt">2025-04-28 AI Joint Working Group (10 AM ET) Meeting Minutes<o:p></o:p></span></b></p>
<p class="MsoNormal"><b><span style="font-size:12.0pt">MEETING DETAILS<o:p></o:p></span></b></p>
<p class="MsoNormal"><b><o:p> </o:p></b></p>
<ul style="margin-top:0in" type="disc">
<li class="MsoListParagraph" style="margin-left:0in;mso-list:l4 level1 lfo1">114 Attendees<o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l4 level1 lfo1"><a href="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%7C638817047148271591%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=qql60pgutR7QKaA%2BElkDBe9i1mV74djo3sj%2FceUu%2BRg%3D&reserved=0" originalSrc="https://engage.digitaltwinconsortium.org/document/dl/3229" originalsrc="https://engage.digitaltwinconsortium.org/document/dl/3229">Link</a>
to Main Presentation<o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l4 level1 lfo1"><a href="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%7C638817047148328464%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=9RLTIAtkqK2Mp1vT25guz%2BwEDlndGYD8FC6aqEKCEH0%3D&reserved=0" originalSrc="https://engage.digitaltwinconsortium.org/document/dl/3230" originalsrc="https://engage.digitaltwinconsortium.org/document/dl/3230">Link</a>
to David McKee Presentation<o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l4 level1 lfo1"><a href="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%7C638817047148373417%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=5npGg9wyRozuO91waxF9pq2F3Y%2BcX4ZwsY243rXh4CY%3D&reserved=0" originalSrc="https://www.youtube.com/playlist?list=PLNl1oy_PghgP03pFkbJhjWfOtLNUxAgF7" originalsrc="https://www.youtube.com/playlist?list=PLNl1oy_PghgP03pFkbJhjWfOtLNUxAgF7">Link</a>
to Meeting Recordings <o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l4 level1 lfo1"><a href="https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fbuildingdigitaltwin.org%2F&data=05%7C02%7Cspace%40omg.org%7Cf140281e98754df8584308dd88b841fe%7C43ba4fbcdc0a4269b50364f0363799d8%7C0%7C0%7C638817047148413502%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=St%2FKnDhRLitULmk0JKGxtlyOxO%2FuvYm10blU0ra%2Bf3M%3D&reserved=0" originalSrc="https://buildingdigitaltwin.org/" originalsrc="https://buildingdigitaltwin.org/">Link</a>
to Building Digital Twins organization<o:p></o:p></li></ul>
<p class="MsoNormal" style="margin-left:.25in"><o:p> </o:p></p>
<p class="MsoNormal"><b><span style="font-size:12.0pt">MEETING SUMMARY<o:p></o:p></span></b></p>
<ul style="margin-top:0in" type="disc">
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level1 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Meeting Objective:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Objective:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Use Cases:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan mentioned that the meeting aims to bring together the consortia to review different use cases that have emerged from previous discussions and workshops.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Impactful Deliverables:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level1 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Testbed Initiatives:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Implementation Focus:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan highlighted the implementation-focused approach around testbeds, emphasizing the importance of practical applications and contributions from various consortia.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Innovative Testbeds:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Two innovative testbeds were discussed, which involve multiple members and present significant opportunities for collaboration and advancement.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Rapid Progress:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">These testbeds are moving forward quickly, aiming to showcase the contributions and innovations from each of the consortia involved.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level1 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Focus Areas:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Standardization:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan discussed the importance of standardization and semantics ontology, bringing together expertise from the OMG SDO to ensure consistency and interoperability.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Intelligent Automation:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Interoperability and intelligent automation were highlighted as key focus areas, integrating thought leadership from the Industrial Internet Consortium and Digital Twin Consortium.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">XR Technologies:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Extended reality (XR), including augmented, mixed, and virtual reality, was discussed as a focus area, with examples from proposed testbeds demonstrating its applications.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Responsible AI:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Responsible AI was emphasized, including societal impacts, bias management, and advanced techniques to ensure ethical and repeatable AI models.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level1 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">AI Joint Working Group:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Impactful Deliverables:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan stressed the need to identify impactful deliverables that showcase innovation and thought leadership within the OMG community.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Expertise Integration:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">The goal is to integrate expertise from the different consortia, focusing on areas such as intelligent automation, XR, and responsible AI.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Innovation:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan highlighted the importance of demonstrating innovation through the contributions of various members and consortia.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level1 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Testbed Proposal: AI-Driven Asset Management:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Proposal Introduction:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan introduced David McKee's testbed proposal, which focuses on AI-driven asset management and environmental compliance.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Implementation Areas:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">The proposal combines different areas for implementation, aiming to validate hypotheses with specific KPIs and metrics.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Environmental Compliance:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Environmental compliance is a key focus of the proposal, ensuring that AI-driven asset management adheres to regulatory standards.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level1 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Testbed Proposal: Hybrid Manufacturing:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Hybrid Manufacturing:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Mark Buckner presented a testbed proposal focused on hybrid manufacturing, integrating generative AI, automation, and digital twins.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Project Goals:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">The project aims to create life-size statues of historical figures from the Manhattan Project, showcasing the capabilities of hybrid manufacturing.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Extended Reality:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">The proposal explores the use of extended reality (XR) for workforce training, aiming to accelerate training and upskilling.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level1 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Testbed Proposal: Safety-Driven Digital Twins:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Safety-Driven Digital Twins:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">David discussed a testbed proposal focused on creating a repeatable framework for building digital twins based on legal frameworks for safety-driven use cases.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Multiple Partners:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">The project involves multiple partners, including Nexus and others, aiming to replicate the framework across different sites.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Legal Frameworks:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">The proposal emphasizes the importance of legal frameworks in ensuring safety and compliance in digital twin implementations.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level1 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Testbed Proposal: Network Orchestration:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Network Orchestration:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan highlighted a testbed proposal focused on network orchestration using standardized manufacturing ontologies and multi-agent systems.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Semantic Interoperability:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">The goal is to enable semantic interoperability between agents across domains, ensuring consistent communication and collaboration.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Security and Autonomy:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">The proposal aims to maintain security and autonomy while enabling cross-domain communication and interoperability.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level1 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Testbed Proposal: Autonomous Vehicles:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Autonomous Vehicles:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan presented a testbed proposal focused on autonomous vehicles, aiming to improve pedestrian safety through multimodal sensor analysis and predictive models.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Pedestrian Safety:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">The project aims to validate and mitigate pedestrian risk-taking behaviors using XR simulations, enhancing safety measures.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Predictive Models:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Predictive models will be developed to accurately evaluate and predict pedestrian behaviors, improving interventions and safety.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level1 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Personalized Healthcare:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Personalized Healthcare:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan discussed a proposal for personalized healthcare through digital twins, focusing on innovative solutions for patient care.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Generative AI:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">The project involves the use of generative AI-based agents to support healthcare contexts, ensuring effective and personalized care.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level2 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Data Governance:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Ensuring data governance and safety is a key aspect of the proposal, addressing the handling of sensitive patient data.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l1 level1 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Cross-Consortia Collaboration:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level1 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Liaison with OPC Foundation:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l1 level1 lfo2"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">ARC Advisory Group Collaboration:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li></ul>
<p class="MsoNormal" style="line-height:115%"><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:115%"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">FOLLOW-UP TASKS<o:p></o:p></span></b></p>
<ul style="margin-top:0in" type="disc">
<li class="MsoNormal" style="line-height:115%;mso-list:l2 level1 lfo3"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">AI Joint Working Group:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Share the slides and presentation details with the team for review. (Dan)<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l2 level1 lfo3"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">AI Joint Working Group:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Set up a Miro board with the six different use cases and matrixes for team contributions. (Dan)<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l2 level1 lfo3"><b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">AI Joint Working Group:
</span></b><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Schedule the next meeting to show the results and outcomes of this meeting. (Dan)<o:p></o:p></span></li></ul>
<p class="MsoNormal" style="line-height:115%"><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><i><span style="font-size:10.0pt"><o:p> </o:p></span></i></p>
<p class="MsoNormal"><i><span style="font-size:10.0pt;color:black">T</span><span class="normaltextrun"><span style="color:black;background:white">he 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.</span></span><span class="eop"><span style="color:black;background:white"> </span></span></i><span style="font-size:12.0pt"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="elementtoproof"><b><span style="font-size:14.0pt">2025-04-28 AI Joint Working Group (4 PM ET) Meeting Minutes<o:p></o:p></span></b></p>
<p class="MsoNormal"><b><span style="font-size:12.0pt">MEETING DETAILS<o:p></o:p></span></b></p>
<p class="MsoNormal"><b><o:p> </o:p></b></p>
<ul style="margin-top:0in" type="disc">
<li class="MsoListParagraph" style="margin-left:0in;mso-list:l4 level1 lfo1">71 Attendees<o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l4 level1 lfo1"><a href="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%7C638817047148447898%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=n4aQjj9sOZritShsrC%2FClVtXyiciZBAuueoUY%2FY6%2FXo%3D&reserved=0" originalSrc="https://engage.digitaltwinconsortium.org/document/dl/3229" originalsrc="https://engage.digitaltwinconsortium.org/document/dl/3229">Link</a>
to Main Presentation<o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l4 level1 lfo1"><a href="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%7C638817047148482266%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=H%2B3pXqHKOQ8gnliJnGahopbMdhmDaoGKZBNMvX2B%2Fa8%3D&reserved=0" originalSrc="https://www.youtube.com/playlist?list=PLNl1oy_PghgP03pFkbJhjWfOtLNUxAgF7" originalsrc="https://www.youtube.com/playlist?list=PLNl1oy_PghgP03pFkbJhjWfOtLNUxAgF7">Link</a>
to Meeting Recordings<o:p></o:p></li></ul>
<p class="MsoNormal" style="margin-left:.25in"><o:p> </o:p></p>
<p class="MsoNormal"><b><span style="font-size:12.0pt">MEETING SUMMARY<o:p></o:p></span></b></p>
<ul style="margin-top:0in" type="disc">
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level1 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Meeting Objective:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Objective Overview:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Leader Identification:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level1 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Cross-Consortia Collaboration:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Collaboration Explanation:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Expertise Integration:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">The collaboration brings together the collective knowledge and experience from the different consortia, enhancing the ability to tackle complex
challenges and develop innovative solutions.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level1 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Focus Areas:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan described the four specific areas of expertise: standardization ontology semantics, interoperability, intelligent automation, and extended
reality, and how they complement each other.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Four Focus Areas:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Complementary Nature:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level1 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Responsible AI:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan discussed the importance of responsible AI, including societal impacts, ethics, biases, and data security.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Responsible AI Importance:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Ethics and Biases:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level1 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Member Meetings and Workshops:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan highlighted the past meetings and workshops, including the use of Miro boards and the identification of specific use cases.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Past Meetings:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Miro Boards:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level1 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Use Case Matrix:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan presented a matrix that categorizes use cases based on the four focus areas, identifying commonalities and challenges.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Matrix Presentation:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Commonalities and Challenges:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level1 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Oakridge High School Initiative:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Initiative Overview:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Program Details:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level1 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Testbed Proposal:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan discussed a testbed proposal by Dr. Mark Buckner, involving AI, XR, and digital twins to enhance manufacturing education and workforce
development.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Proposal Overview:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">AI and XR Integration:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level1 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Cognos Testbed:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Pieter introduced the Cognos testbed, which uses digital twins and multi-agent systems to improve communication and interoperability in manufacturing.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Testbed Introduction:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Standardized Ontologies:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level1 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Pedestrian Safety and AVs:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Use Case Overview:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Data and Simulations:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level1 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Personalized Healthcare:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Sean Whiteley discussed a testbed for managing infectious diseases in hospitals using digital twins, AI, and secure data handling.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Testbed Overview:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">AI Integration:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level1 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Digital Transformation Blueprint:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan introduced a blueprint for digital transformation in asset management, focusing on AI-driven safety compliance and ESG.<o:p></o:p></span></li><ul style="margin-top:0in" type="circle">
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Blueprint Introduction:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l0 level2 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Standardized Blueprint:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">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.<o:p></o:p></span></li></ul>
<li class="MsoNormal" style="line-height:115%;mso-list:l0 level1 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Liaison with ARC Advisory Group:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Mark Luciw from ARC Advisory Group discussed their focus on data interoperability and digital twins in the process industry, and their collaboration
with OMG.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l0 level1 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Collaboration Opportunities:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan emphasized the collaboration opportunities with various organizations, including the Industrial Digital Twin Association and the OPC Foundation.<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l0 level1 lfo4"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Upcoming Meetings:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Dan announced the upcoming AI Joint Workshop and member meetings in June, encouraging participation and contribution.<o:p></o:p></span></li></ul>
<p class="MsoNormal" style="line-height:115%"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"><o:p> </o:p></span></b></p>
<p class="MsoNormal" style="line-height:115%"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">FOLLOW-UP TASKS<o:p></o:p></span></b></p>
<ul style="margin-top:0in" type="disc">
<li class="MsoNormal" style="line-height:115%;mso-list:l3 level1 lfo5"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Testbed Proposal Participation:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Express interest in participating in the testbed proposal led by Dr. Mark Buckner from Oakridge National Research Labs. (Members)<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l3 level1 lfo5"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Digital Twin Standards Development:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Align the packaging automation testbed with the ARC Advisory Council's digital twin standards. (Mark Luciw)<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l3 level1 lfo5"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Digital Engineering Working Group:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Attend the
<a href="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%7C638817047148513357%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=17EDZ3X0faXwldiv0gBZfCCqLaIUOPE%2BrVbZrozob%2Fw%3D&reserved=0" originalSrc="https://www.brighttalk.com/webcast/18347/641334?utm_campaign=DTC%20Webinars&utm_medium=email&_hsenc=p2ANqtz--hy5Vv8HSCUnaXGp202LXEcYS7POclSQJ00o2MwhJS2PgcHKW-F6jrA0Yk9S7a8y3AluM6X-3go1egv_EliXoJbkPr4Xn5rewphxGv3hHW9RKrspg&_hsmi=358051171&utm_content=358051171&utm_source=hs_email" originalsrc="https://www.brighttalk.com/webcast/18347/641334?utm_campaign=DTC%20Webinars&utm_medium=email&_hsenc=p2ANqtz--hy5Vv8HSCUnaXGp202LXEcYS7POclSQJ00o2MwhJS2PgcHKW-F6jrA0Yk9S7a8y3AluM6X-3go1egv_EliXoJbkPr4Xn5rewphxGv3hHW9RKrspg&_hsmi=358051171&utm_content=358051171&utm_source=hs_email">
session</a> on the next version of the capabilities periodic table on May 1st. (Members)<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l3 level1 lfo5"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">AI Joint Workshop Agenda:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Post the preliminary draft of the AI Joint Workshop agenda by the end of the week. (Dan)<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l3 level1 lfo5"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Testbed Proposal Submission:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Submit the proposal for the packaging automation testbed to align with the personalized healthcare through digital twin initiative. (Giuseppe)<o:p></o:p></span></li><li class="MsoNormal" style="line-height:115%;mso-list:l3 level1 lfo5"><b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Workshop Participation:
</span></b><span style="font-size:12.0pt;line-height:115%;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Participate in the AI Joint Workshop on June 11th. (Members)<o:p></o:p></span></li></ul>
<p class="MsoNormal" style="line-height:115%"><span style="mso-ligatures:standardcontextual;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><i><span style="font-size:10.0pt;color:black">T</span><span class="normaltextrun"><span style="color:black;background:white">he 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.</span></span><span class="eop"><span style="color:black;background:white"> </span></span></i><span style="font-size:12.0pt"><o:p></o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Please contact me if there are any questions.<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Best Regards,<o:p></o:p></p>
<p class="MsoNormal">Harriet<o:p></o:p></p>
</div>
<p style="FONT-SIZE: 10pt; FONT-FAMILY: ARIAL">Harriet Costa<br><span style="font-size: 10pt;">Richmond, VA, USA UTC-04<br></span></p>
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