Research

Independent work on applied AI, financial markets, and the infrastructure those systems run on.

Interests are directions I keep returning to. Research development is a question I am shaping. Nothing on this page is an active study, a working paper, or a published paper.

In development

Financial Technology · Research development

Market Efficiency in the Age of Artificial Intelligence

A developing question about whether wider access to AI changes what markets already price, once transaction costs and evaluation are taken seriously.

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Research interests

Applied AI · Research interest

Reliable Enterprise AI Systems

How AI agents keep organizational context, and where a person still has to approve the work.

Financial Technology · Research interest

AI and Financial Markets

The broader interest behind the market-efficiency work: forecasting, costs, and whether a model changes an investment decision.