The editorial decision remains human

An agent can collect sources, propose a structure and prepare channel adaptations. Topic selection, argument quality and the acceptable level of certainty remain editorial responsibilities.

Clear roles

  • the agent organizes material;
  • a researcher checks primary sources;
  • the author states the position and limits;
  • the editor approves or requests changes;
  • publishing accepts only the approved version.

This workflow keeps automation useful without turning the publication into a stream of generic summaries.

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