INDEPENDENT SYSTEMS
Projects in public, and on their way there.
Each project is a working proof of how I think about AI-native systems, research, markets, and responsible collaboration.
01 / BUILDING
AI-Native Investment Research Operating System
A structured cognitive system for discovering early signals, compounding research, and forming confidence-rated investment judgments.
AI-NATIVEPUBLIC EDITION PLANNED
SYSTEM MAP / THINK → EXECUTEThink LayerConstitution · Harness
Knowledge · Memory · Agents
→
Execute LayerData Pipelines · Scoring
Briefs · Push
STRUCTURED TASK INTERFACE 02 / PUBLIC
Macro Cycle Observatory / 周期天象图
A public macro-cycle observatory for regime readings, long-wave context, watchlists, asset implications, and evidence-gated validation.
PUBLIC ON GITHUBOPEN TO CONTRIBUTORS
PUBLIC PRODUCT / CURRENT REGIME BOARD
03 / METHODOLOGY
Human + AI Decision Methodology
A methodology for humans, multiple AI systems, and domain experts making high-stakes decisions under uncertainty, designed to keep evidence grounded and responsibility clear.
METHODOLOGY IN DEVELOPMENT
METHOD MAP / COLLABORATION DISCIPLINEGroundingWhat has earned the right to enter?
StructureHow people and AI divide work.
DefenseHow teams resist echo chambers.
ControlWho decides and stays accountable.
More projects will appear here as they become real.