Mission: AI Empowering Industries
We focus on AI-powered simulation drills in real-world scenarios, continuously advancing multi-agent simulation, decision support, scenario modeling, and outcome evaluation for collaboration and exchange.
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Years in AI
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Invention Patents
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First Prizes
TrainingLLM Product
The capabilities below belong to the TrainingLLM product, not the organizational capabilities of Sipu AI Lab.
AI Role-playing
Multi-role agent collaboration for drills.
AI Decision Support
Strategy suggestions for complex events.
AI Scenario Building
Scenario modeling via sim + map.
AI Comprehensive Evaluation
Structured review of process and outcomes.
Philosophy
"Sipu" comes from sim + map. Scenario simulation is about modeling events in a computable and interactive map-and-rule space. Multi-agent systems are already AI, and our goal is to make AI capabilities more explicit, structured, and verifiable.
Future
TrainingLLM
01 AI Role-playing
Simulate role responsibilities with collaboration, conflict, and handoff.
02 AI Decision Support
Provide strategy suggestions and action options at key nodes.
03 AI Scenario Building
Map scenarios into a sim + map executable space.
04 AI Comprehensive Evaluation
Auto-generate structured assessment and post-drill review.
Projects
TrainingLLM AI Drill Platform
AI-powered emergency decision training platform supporting multi-role collaboration, strategy simulation, and review.
Multi-Agent Collaborative Simulation Engine
Combines shallow-water equations and behavior trees for large-scale parallel simulation and drill scenarios.
S3DA² Cognitive Decision Architecture
Formalizes OODA dual loops to bridge strategic and tactical coordination.
SAFE Trustworthy Collaboration Framework
Improves multi-agent trustworthiness through SOP-graph constraints and handoff protocols.
Team
Member pages are independent; all personal details follow each member's confirmed version.
Contact
Our current focus is collaboration and exchange around AI scenario simulation, drill systems, and industry applications.
hndfzhanghui@qq.com
Phone
189-0118-3792
18901183792 (same as phone)
Sipu AI Lab (SIMAP.ai Lab) is a personally initiated research and technology exploration project. The content is for academic and technical exchange only, does not represent any current employer's position, and does not constitute a legal-entity claim, business commitment, or employment status change statement.
Any referenced prior experience and public achievements are presented for personal research introduction only; related intellectual property and commercial rights belong to the respective rights holders.