Web3 & AI Agent Architecture | ウェブ3 人工知能 未来主義者 | Sovereign Local Runtime Dynamic Agentic Systems | Reputation Systems | Decentralized Governance | MCP Infrastructure | Omarchy |
focus sovereign local agent runtime, decentralized reputation, governed self-modification, agent infrastructure
substrate Python, Rust, Solidity, TypeScript, MCP, PyTorch, Docker, Linux
writing ssrn 460345 · wulfkaal.github.io
orcid 0009-0008-7840-1847
Research-engineering bridge
The work spans three layers that share one substrate: a sole-authored SSRN corpus, published as an atomic claim layer at wulfkaal.github.io.
Theory
Computative Economics as a framework for reasoning about coordination under collapsing marginal cost.
Empirical and simulation.
Two parallel tracks: applying that framework to the present technological regime, and an independent empirical study of reputation as agentic coordination infrastructure.
Mechanism and infrastructure.
Reputation as the coordination substrate that takes load off price when price degrades. Agent-side infrastructure lives in kaal-corpus-mcp, an MCP server
exposing the corpus as a typed knowledge graph.
Engineering principles
- Specs before code. Specs that survive contact with simulation before deployment.
- Substrate-agnostic at the design layer. Opinionated at the deployment layer.
- Reputation is a coordination good, not a score. Architect it accordingly.
- Local-first compute. The home lab runs more inference than most teams can afford to rent.
- Papers and protocols are the same artifact at different fidelities.
Selected work
| Repo | Status | What it is |
|---|---|---|
kaal-corpus-mcp |
active | MCP server over the research corpus as a typed knowledge graph |
Elsewhere
- Papers: SSRN 460345 (sole-authored)
- ORCID: 0009-0008-7840-1847
- Site: wulfkaal.com
- Machine-readable corpus: wulfkaal.github.io — 5,288 atomic claims across 132 works, each bound to a verbatim source quote and the sha256 of its source PDF, browsable by topic