Research Programs

All research derives from the LucidiTao framework

Prediction Markets & Information Aggregation

Active

Prediction markets are among the most powerful mechanisms for aggregating dispersed knowledge into actionable signals. We study their theoretical foundations, empirical performance, design constraints, and applications to institutional decision-making.

Key Questions

How do prediction markets aggregate dispersed private information, and what are their fundamental limits?
Can prediction markets improve public policy decisions and institutional forecasting?
What market microstructure designs maximize information revelation?
How do prediction markets compare to expert judgment and statistical models?

Connection to LucidiTao

Grounded in EP3 (Relation) and EP4 (Structure): markets are relational systems that reveal structural patterns in collective knowledge.

Finance & Economics

Active

We develop an axiomatic approach to economic theory and financial systems, deriving principles from LucidiTao's foundational postulates rather than ad hoc assumptions. Our goal is economic research that is rigorous, falsifiable, and connected to a broader philosophical framework.

Key Questions

Can economic principles be derived from a small set of philosophical axioms?
How do structural properties of financial systems emerge from agent-level postulates?
What does the Finitude Postulate (EP6) imply for economic modeling and forecasting?

Connection to LucidiTao

Grounded in EP4 (Structure) and EP5 (Agency): economic systems are structured expressions of collective agency.

AI & Knowledge Systems

Active

Artificial intelligence is the most powerful tool humanity has ever built for extending the boundaries of knowledge. We study how AI can serve human inquiry — expanding what we can understand, model, and predict — while remaining transparent about AI's role in our own research process.

Key Questions

How can human-AI collaboration produce research that neither could achieve alone?
What are the epistemological implications of AI-generated knowledge?
If AI exceeds human cognitive capabilities, what is the role of human consciousness in research?

Connection to LucidiTao

Grounded in EP2 (Consciousness), EP5 (Agency), and EP6 (Finitude): AI extends human agency but does not replace consciousness; all knowledge remains finite.

Cross-Disciplinary Research

Developing

The LucidiTao framework spans 15 domains. Beyond our active programs, we are developing research in probability and decision theory, game theory and strategy, law and governance, history and civilization, psychology and language, and aesthetics. Each domain applies the same six postulates to generate domain-specific insights.

Connection to LucidiTao

The unity of the framework is the point — one system of thought, applied honestly across all human knowledge.