Writing
Notes and research on AI, systems, markets, and building software.
Why dependable retrieval and trustworthy context matter as much as model capability when building useful agents.
Financial access should mean more than reaching a buy button—it should include understanding, agency, and meaningful control.
Business agents become useful when they can assemble scattered context, handle exceptions, and take bounded action.
A benchmark for evaluating how vision-language agents navigate, reason, and use tools in interactive Google Street View environments.