README.md

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title: Stefan Wiest
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Stefan Wiest — AI Research

Multi-Agent Coordination & Signal Theory

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Research Focus

Harmonic Coordination Theory (HCT)

A musical ontology for multi-agent systems addressing the "Coordination Crisis" in scaling MAS.

• hct-spec — Protocol specification and reference implementation
• Published CS.AI and CS.MA papers
• 6-layer model: Transport, Orchestration, Semantic Coordination

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Curated Collections

Collection	Focus
Multi-Agent Coordination	A2A, MCP, orchestration patterns
LLM Reasoning	CoT, ToT, ReAct, planning frameworks
Memory & Context	RAG, hierarchical memory, context engineering
Quality Monitoring	Hallucination detection, model collapse
Tool Use & Execution	Toolformer, MCP, dynamic tool selection
Safety & Alignment	Guardrails, constitutional AI

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Connect

• 🔧 Engineering: @skew202 — Tools, Spaces, Demos
• 🌐 Website: stefanwiest.de
• 📝 Writing: SeekingSota