Stephen Downes

Knowledge, Learning, Community

This is a discussion paper intended to inform public feedback about what should be done (if anything) to ensure AI transparency. It is organized into five major themes; each theme is structured as an introduction, case sudy, market responses, regulatory environment, discussion, and finally, a set of framing questions. It's well done and well presented. The five areas are:

  • AI-Generated Content: Detecting and identifying AI-generated content;
  • AI Interaction: Empowering individuals to know when they are interacting with an AI system;
  • Information about AI Systems: Improving the availability of consistent and understandable information about AI systems, including their development, capabilities, and limitations;
  • AI Incidents: Enabling the tracking of serious incidents related to AI systems; and
  • AI Agents: Advancing ways to better track the activity and interactions of AI agents.

Via Scott Leslie.

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Stephen Downes Stephen Downes, Casselman, Canada
stephen@downes.ca

Copyright 2026
Last Updated: Jul 30, 2026 11:52 a.m.

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