Run a Fair-Use Pre-Mortem
Run a four-factor fair-use pre-mortem for a proposed AI training dataset.
four-factor-grid risk-heat before-after A campaign-image generator would be trained on recent commercial photography to create similar campaign assets for paying clients. Use the four fair-use factors to find changeable risk facts before ingestion. The common trap is treating transformative purpose as a magic phrase. Even a transformative argument can be weakened by commercial substitution, creative source works, whole-work copying, and licensing-market harm. Purpose Commercial generative tool for campaign-image production. The use may be argued as technically transformative, but the business purpose competes in the same creative services market. Nature Recent expressive commercial photographs. Highly creative works usually raise more heat…
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