Strategic Plan for AI and LLM Services Supporting Collaborative Problem Solving Encourage developers of artificial intelligence and large language model services to support constructive dialogue, improve understanding of complex issues, and enable discovery of shared objectives and performance partners. Artificial intelligence services can help users navigate complex information environments, evaluate claims, and identify opportunities for collaboration. By supporting open standards for strategic and performance planning, AI services can help enable a worldwide web of intentions, stakeholders, and results. ^^ Submitter's Note: This plan was compiled in dialog with ChatGPT. AI and LLM Services Supporting Collaborative Problem Solving AILLM 5c4ceab5-7033-4099-9ca0-9cf6b6ed8d6f Artificial intelligence systems that assist individuals and organizations in analyzing information, understanding complex issues, and coordinating collaborative action. AI Developers Organizations developing artificial intelligence and large language model technologies. Platform Providers Organizations providing AI services through cloud and application platforms. Researchers Individuals and institutions studying artificial intelligence and its societal impacts. Users Individuals and organizations relying on AI services for information, analysis, and decision support. A world without war. f34ec708-0d6a-46f9-8332-c8fa67fae34a To provide artificial intelligence services that help minimize the incidence of violence in the resolution of conflicts. 5a674917-0fbe-42c2-8b54-88c52d67665c Truthfulness Promote accurate information and responsible reasoning. Transparency Enable users to understand how AI systems generate outputs. Accountability Ensure AI developers remain responsible for the impacts of their systems. Collaboration Support constructive collaboration among individuals and communities. Learning Continuously improve AI systems through research and user feedback. Understanding Improve public understanding of complex issues through AI-assisted analysis and explanation. 38dfb9b6-2c8d-4889-902c-114933ad0cbd 1 Explanation Provide clear explanations of complex topics and competing perspectives. eeb37552-962d-41f3-aa5a-a18948c17e64 1.1 Evidence Help users evaluate claims using credible sources and supporting evidence. 4ac56715-4475-4d6b-864b-9b0d8cdd698b 1.2 Information Integrity Reduce misinformation and disinformation by helping users identify credible information. c1f6b12a-5162-4215-882f-e2fdb169b6d5 2 Verification Assist users in assessing the reliability of claims and sources. 3a4269d6-8957-486a-9c9d-7c03178f36e5 2.1 Context Provide contextual information that helps users interpret information accurately. 8e6ef024-9311-4bfc-a9eb-13e66e813108 2.2 Discovery Enable discovery of individuals, communities, and organizations pursuing shared objectives. 5d3a1603-14ab-4d19-99b3-d4fc9e3895ee 3 Query Enable querying and exploration of structured plans, goals, objectives, and stakeholders. db9fd8de-ec51-45de-91e2-5c77f001c052 3.1 Strategy Markup Language (StratML) Part 1 is the duly adopted international voluntary consensus standard (ISO 17469-1) for the content of strategic plans. AI services can help users discover and analyze such plans when they are expressed in open, standard, machine-readable formats. Partnership Help users identify potential collaborators whose goals and objectives align with their own. f06f6f33-7c54-4de0-ab89-922bd4d28e20 3.2 Collaboration Support communities working together to pursue shared objectives. d00bd1e9-183e-42d8-9fdf-affb4c8535f3 4 Coordination Assist communities in organizing tasks, responsibilities, and timelines. c139ff15-c2be-45ee-adfb-abbf49777162 4.1 Evaluation Help communities evaluate progress and outcomes using measurable indicators. b236792c-fe02-4138-9c22-9b3257e45a34 4.2 Learning Improve AI systems through research, experimentation, and user feedback. 3310bab9-721b-4ab6-94a9-4bc190d3b0d7 5 Research Support ongoing research into the societal impacts of artificial intelligence. ac6616da-7293-4946-ab28-e1c4965c93fc 5.1 Improvement Refine AI systems to better support constructive dialogue and collaborative problem solving. 51662877-4d6c-4ad3-9664-6b46b690c2e3 5.2 2026-03-08 https://stratml.us/docs/AILLMS.xml Owen Ambur Owen.Ambur@verizon.net