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Ross, L. Mock Juries, Real Trials: How to Solve (some) Problems with Jury Science.
Ross, L. Mock Juries, Real Trials: How to Solve (some) Problems with Jury Science.

(Systems like eJury claim to highlight issues for prep. The states that host them may have some controversial legislation that invites reactions. Separately, within organizations, shadow AI is considered to be extraneous information, possibly pernicious although formerly heroic for surviving the Winter.)

·philpapers.org·
Ross, L. Mock Juries, Real Trials: How to Solve (some) Problems with Jury Science.
Gordon, M. L., Lam, M. S., Park, J. S., Patel, K., Hancock, J., Hashimoto, T., & Bernstein, M. S. (2022, April). Jury learning: Integrating dissenting voices into machine learning models. In Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (pp. 1-19).
Gordon, M. L., Lam, M. S., Park, J. S., Patel, K., Hancock, J., Hashimoto, T., & Bernstein, M. S. (2022, April). Jury learning: Integrating dissenting voices into machine learning models. In Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (pp. 1-19).
(How is a juror instructed to eliminate implicit bias? What would be the specifics of a course that changed their minds? This is fairly easy to trigger in practice, e.g. as subtext to invoke irony.)
·dl.acm.org·
Gordon, M. L., Lam, M. S., Park, J. S., Patel, K., Hancock, J., Hashimoto, T., & Bernstein, M. S. (2022, April). Jury learning: Integrating dissenting voices into machine learning models. In Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (pp. 1-19).
AI Trained on Copyrighted Works: When Is It Fair Use?
AI Trained on Copyrighted Works: When Is It Fair Use?

(A difference between this and former search for webpages or books was that only samples or snippets were shown, the aesthetic was not duplicated in the format, and the original was directly referenced. You could sitill get images, e.g. logos. The Constitution itself is not protected by copyright.) "In cases where the end goal of machine learning is new functionality, the use is likely transformative." "Instead, the end user employs such AIs to produce content (AI art, computer code, prose, music)"

·thefashionlaw.com·
AI Trained on Copyrighted Works: When Is It Fair Use?