node&norm

Research on AI, practical human control and institutional responsibility.

A Human Was in the Loop. Could They Change the Decision?

A recommendation appears ready for approval. Practical control depends on whether a reviewer can examine the evidence, intervene before action and establish what changed. The essay asks what records would allow an independent reviewer to verify that control.

Researcher: Mark Julius Banasihan

Methods phase complete
Public preprint: From Formal Authority to Practical Human Control
October revision on Zenodo · arXiv submission copy on GitHub (on hold)