Who Had the Final Say? Authorship in AI-Assisted Creative Work

The controversy over Olga Tokarczuk's use of AI exposed the limits of a binary label. A preregistered study of 429 adults suggests that authorship is better discussed through direction, selection, revision, and final decision authority than through a supposed percentage of AI contribution.

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Are we afraid of AI, or of ourselves?

A research-informed essay on how AI can amplify goals, become a moral alibi and obscure institutional responsibility - while real limits of human control still matter.

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Trust in the age of ready-made answers

How generative AI compresses the path from sources to answers, and why trust must be calibrated through provenance, uncertainty, disagreement and human responsibility.

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