Research Themes
EchoEthics organizes research around a small set of recurring questions: What should “authenticity” mean in modern systems? How can trust be assessed and communicated ethically? How should AI systems align with privacy and governance expectations?

Provenance
How content history is preserved or reconstructed across platforms, transformations, and republishing.

Verification
How verification can be performed responsibly at scale without collecting unnecessary personal data.

Human Trust
How people interpret trust signals, and how systems can avoid misleading design patterns.

Essays & Notes
This site will publish short essays that summarize tradeoffs, organize references, and clarify terminology. The writing style is intended to be technical, careful, and accessible.