OEGlobal26 · Round Table

Who Gets Credit When AI Shares the Work?A Provenance Conversation

Victoria Brame & Chris Macek, Co-Founders, Clear BoxThursday, October 8, 2026 · MIT Samberg Conference Center, Cambridge, MA

Two DARP records side by side, one written layer first and one written contributor first.
Session resources

The DARP handout, ready to share.

Two pages · Print or share

Credit every contributor, human or AI, on the same terms.

The four layers and thirteen acts, a classroom example from start to record, and the case for credit over disclosure. Print it for your team, or share it with your students.

Format
PDF, 2 pages, letter size
License
CC BY 4.0. Share and adapt it with credit to Clear Box.
Download the handout
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DARPA human-AI attribution frameworkLive · CC BY 4.0 commonllamaReusable context to make local AI practicalClosed alpha · Apache 2.0 commonFrameClear, inspectable workflowsClosed alpha · AGPL 3.0
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