Luke Tredinnick

Out-of-the-box: Provenance, verification, and the ethics of generative AI in information work

This paper argues that the central ethical question is not where information originates but how much verification it requires before it can responsibly inform action, and argues that second-order literacy constitutes the key professional capability for ethical information work in AI-mediated environments.