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Compiling complementary resources, namely checklists and rubrics for ethics, datasets, tests, etc. #2

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BoltzmannBrain opened this issue Jun 13, 2022 · 2 comments

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@BoltzmannBrain
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The MLTRL repo provides a thorough general-use checklist/guide for ML/AI ethics, but there are several others of high-quality such as CMU SEI "Designing Ethical AI Experiences: Checklist and Agreement". We should consider linking to the top resources like this, datasheets for datasets, etc., but not in an overwhelming "awesome-stuff repo" style. And d4d is a good example b/c it is (1) qualified and validated by top researchers from Microsoft, and (2) includes a template or other deliverable — we do not want clutter of half-baked preprints. This issue is to briefly source the main items s.t. we can add them to the repo in one coherent way (rather than a dozen PRs).

@jhganter
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jhganter commented Apr 2, 2024

Would like to contribute an MLTRL "Quick Reference Card" that is useful for discussing ML projects with participants and stakeholders.
MLTRL QuickReferenceCard_v07.pdf

@jhganter
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Would like to contribute an MLTRL "Quick Reference Card" that is useful for discussing ML projects with participants and stakeholders. This is the release version, V10.
MLTRL QuickReferenceCard_v10.pdf

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