Skip to content

Insights

Ideas on AI governance, responsibility, accountability, trust, and human authority.

The Responsibility Infrastructure Trilogy

Three essays exploring how increasingly capable AI can remain governable, traceable, accountable, and worthy of trust.

  1. Published

    AI Does Not Have an Intelligence Problem. It Has a Responsibility Problem.

    By Douglas P. Galullo

    As artificial intelligence enters consequential work, “human in the loop” is not enough. Organizations need clear authority, preserved evidence, meaningful review, and identifiable responsibility.

    Read the AI Responsibility Problem essay
  2. Published

    The Great Convergence

    By Douglas P. Galullo

    Why Everyone Is Suddenly Talking About AI Governance

    Read The Great Convergence
  3. Published

    From Human in the Loop to Human in Authority

    By Douglas P. Galullo

    As AI becomes more capable, the question stops being how much it can do. It becomes what must always remain ours.

    Read From Human in the Loop to Human in Authority