Issue 13 · Academic Mission & Learning

Who Gets Credit When the Co-Author Is a Model?

AI in research is not only about speed. It is about methods, disclosure, integrity, access, data handling, and what counts as scholarly work.

September 16, 2026 D14 Research & Scholarship

Essay coming September 16, 2026

This issue is part of the published series calendar. The full essay lands here on its ship date — and in the LinkedIn newsletter the same week. Until then, here's what it covers:

AI in research is not only about speed. It is about methods, disclosure, integrity, access, data handling, and what counts as scholarly work.

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The framework underneath

Where the Field Guide comes from

The Field Guide is built from Eleved's Higher Ed AI Readiness Framework: five pillars and 23 domains for helping institutions move from scattered AI activity to practical institutional readiness. Compass is the assessment and planning tool in the works from eleved.ai to support and build on that framework — a way to turn these questions into a current-state picture and a plan an institution can actually run.

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