Mapped out Vincent Cheng-Wen Yu's investment writing into a knowledge graph — moat durability, De Beers, capital allocation risk at Meta, commitment premium, and the "market whale" myth all connected. Ran it against a baseline agent with no context: graph-augmented won 5/5 comparisons, scoring 5.0/5.0/5.0 vs. baseline's 3.0/3.0/2.8 on groundedness, framework-consistency, and specificity. Connect your research agent to it via MCP and see for yourself.
Vincent Cheng-Wen Yu's Investment Frameworks
This knowledge graph captures a Chinese-language analyst's (Vincent Cheng-Wen Yu) original investment and business strategy frameworks, built around case studies like Meta's AI capex cycle, De Beers' collapsing moat, and the Hunt Brothers silver corner. It is most useful for answering questions about moat durability and definitional power, how markets price capital allocation risk in founder-led companies, what makes a commitment credible vs. a sunk cost, how to diagnose whether a "market whale/manipulator" narrative is real or a psychological artifact, and how companies can reduce investor uncertainty by making opaque internal bets externally verifiable.