learn trust-ai 2-provenance

Provenance, Copyright & Lawyers

~2 m

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There is an issue with provenance of the training metadata. For most LLMs use cases generating revenue today:

here are some court cases that were current in September 2025

By Against In For
Getty Images Stability AI UK & US ~ $1,700M
Authors class action → (settlement) — United States Anthropic USA ~ $1,500M
NY Times & others OpenAI / Microsoft USA $150k per work
Encyclopaedia Britannica Perplexity AI USA not disclosed
Disney, NBCU, WBD MiniMax USA/China not disclosed
Japanese news Perplexity AI Japan ¥2.2 billion (≈ $15M)
Artists Midjourney et al USA / UK not disclosed
Canadian news OpenAI Canada not disclosed

If you want to be ethical about your content & know where it’s coming from, check out

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content Authenticity Initiative - a trusted chain of data to trust content
Coalition for Content Provenance and Authenticity - the trust mechanism
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SMPTE - the trust mechanism in MXF for multi-stage professional media workflow
fairlytrained.org - they certify that models have not stolen your work or your clients work
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ISO/IEC 42001:2023 - an AI system is well managed
ISO/IEC 5259:2024 - AI data quality management
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