Society After Synthetic Expertise

When high-quality expert output becomes abundant, the scarce asset shifts from knowing to deciding. Institutions will need new ways to identify judgment, accountability, and authentic responsibility.

The important question is not whether the system is changing, but which assumptions remain useful while it does.

The research archive is intentionally text-first. External references are linked rather than stored, preserving fast reads and modest database costs while keeping every source legible to the reader.

That constraint is not an aesthetic compromise. It is a discipline: preserve the argument, the date, the relevant model, and the source path.