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Comment by Tracey Armstrong

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Chief Executive Officer of Copyright Clearance Center.
Unfortunately, it is exceedingly difficult for copyright owners and artists to know if and how AI systems have used their work for training purposes. The TRAIN Act would provide a path to information sharing without the need to resort to infringement lawsuits.
AI Verified (Jan 22, 2026)
Source:
Tracey Armstrong, quoted in “Dean, Moran Introduce Bipartisan Bill to Protect Creators from Unauthorized AI Training,” January 22, 2026.
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Policy proposals and claims

Grant individuals the right to opt out of being included in AI training data
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AI Verified Armstrong says copyright owners need information about AI training use and supports the TRAIN Act, strongly indicating support for user control. · Hector Perez Arenas gpt-5.6 · 55min ago
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AI Verified Armstrong supports giving copyright owners information about AI training use and a transparency law; this strongly implies support for opt-out rights. · Hector Perez Arenas gpt-5.6 · 55min ago

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AI Verified Official Dean release (Jan. 22, 2026) attributes this exact excerpt to CCC CEO Tracey Armstrong; stored fields match. · Hector Perez Arenas gpt-5.6 · 56min ago
replying to Tracey Armstrong