Research & Publications
Advancing the field of human-AI collaboration for strategic reasoning through rigorous academic research and practical system development
PhD Dissertation
International Conflict Management Program
AI Agents for Knowledge Co-Creation
Research Questions
- •How can AI agents partner with human analysts to co-create analytical frameworks, rather than simply executing pre-defined tasks?
- •What design principles enable effective human-AI collaboration in high-stakes strategic reasoning domains?
- •How do multi-agent systems compare to single-agent approaches for complex conflict analysis tasks?
Methodology
Mixed-methods research combining qualitative case studies of AI-assisted conflict analysis with quantitative evaluation of multi-agent system performance. Research prototypes are developed and tested with domain experts to validate theoretical frameworks.
Practical Applications
The dissertation research directly informs the systems built for PoweredAI clients. Each client engagement contributes back to the research through empirical evidence of how AI agents perform in real-world strategic reasoning scenarios.
Status: In Progress | Expected Completion: 2026
Research Areas
Key themes and domains explored through ongoing doctoral research
AI Agents for Knowledge Co-Creation
Investigating how AI agents can partner with human analysts to collaboratively develop analytical frameworks, rather than simply automating existing processes.
Multi-Agent Systems for Conflict Analysis
Exploring how coordinated AI agent teams can implement complex analytical methodologies for strategic reasoning and conflict assessment.
Text-Based Simulation for Strategic Forecasting
Developing AI-powered simulation frameworks that model multi-stakeholder dynamics and generate scenario trees for policy planning.
Human-AI Collaboration in High-Stakes Domains
Studying how AI systems can augment expert judgment in strategic reasoning, conflict resolution, and policy analysis.
Publications & Insights
Academic Papers
Peer-reviewed publications and working papers
Publications forthcoming as dissertation research progresses. Check back for updates on conference presentations and journal submissions.
Insights & Blog
Thought leadership on AI and strategic reasoning
Essays and commentary on multi-agent AI systems, strategic reasoning, and human-AI collaboration coming soon.
Speaking & Presentations
Available for speaking engagements on topics including:
- Multi-agent AI systems for strategic reasoning
- Human-AI collaboration in high-stakes domains
- AI applications in conflict analysis and peace studies
- Practical implementation of reasoning frameworks
Research Collaboration
Open to collaboration opportunities with:
- Academic researchers studying AI and strategic analysis
- Think tanks and policy institutes exploring AI applications
- Organizations piloting AI systems for strategic reasoning
- PhD students and early-career researchers in related fields
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