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End Notes 1. https://blog.google/outreach-initiatives/diversity/racial-equity-update-nov-2021/ 2. https://cloud.google.com/blog/products/ai-machine-learning/celebrity-recognition-now- available-to-approved-media-entertainment-customers 3. https://blog.google/technology/ai/crossword-puzzle-big-purpose/ 4. https://dl.acm.org/doi/10.1145/3411764.3445518 5. https://arxiv.org/abs/2104.10350 6. https://arxiv.org/pdf/2010.13561.pdf 7. https://www.tensorflow.org/responsible_ai?hl=ro 8. https://www.tensorflow.org/responsible_ai/privacy/guide?hl=ro 9. https://knowyourdata.withgoogle.com/ 10. https://pair.withgoogle.com/guidebook/ 11. https://github.com/PAIR-code/lit/blob/main/RELEASE.md 12. https://www.tensorflow.org/responsible_ai/fairness_indicators/guide 13. https://ai.googleblog.com/2019/12/fairness-indicators-scalable.html 14. https://www.tensorflow.org/responsible_ai/model_remediation 15. https://ai.googleblog.com/2020/11/mitigating-unfair-bias-in-ml-models.html 16. https://storage.googleapis.com/gresearch/translate-gender-challenge-sets/Data%20Card.pdf 17. https://storage.googleapis.com/openimages/open_images_extended_miap/Open%20Images%20 Extended%20-%20MIAP%20-%20Data%20Card.pdf 18. https://pair-code.github.io/datacardsplaybook/ 19. https://facctconference.org/2021/acceptedcraftsessions.html#data_cards 20. https://federated.withgoogle.com/ 21. https://ai.googleblog.com/2020/05/federated-analytics-collaborative-data.html 22. https://arxiv.org/abs/2102.03448 23. https://arxiv.org/abs/2006.16668 24. https://arxiv.org/abs/2105.04663 25. https://arxiv.org/abs/2109.13226 26. https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-is-releasing-the- covid-19-public-forecasts 27. https://ai.googleblog.com/2021/10/an-ml-based-framework-for-covid-19.html 28. https://pair-code.github.io/what-if-tool/ 29. https://ai.googleblog.com/2021/08/a-dataset-exploration-case-study-with.html 30. https://blog.google/outreach-initiatives/diversity/racial-equity-update-nov-2021/ 31. https://googleblog.blogspot.com/2011/02/finding-more-high-quality-sites-in.html 32. https://www.blog.google/products/search/introducing-MUM/ 33. https://store.google.com/intl/en/discover/realtone/ 34. https://support.google.com/accessibility/android/answer/9031274?hl=en 35. https://support.google.com/accessibility/android/answer/6151848?hl=en&ref_topic=6151842 36. https://blog.google/outreach-initiatives/accessibility/project-relate/37. https://privacysandbox.com/ 38. https://blog.google/technology/ai/this-googlers-team-is-making-shopping-more-inclusive/ 39. https://ai.googleblog.com/2021/04/announcing-2021-research-scholar.html 40. https://research.google/outreach/explore-csr/ 41. https://research.google/outreach/csrmp/ 42. https://blog.tensorflow.org/2021/06/2021-request-for-proposals-ml-faculty-awards.html 43. https://www.tensorflow.org/responsible_ai 44. https://cloud.google.com/responsible-ai 45. https://ai.google/responsibilities/ 46. https://blog.google/technology/ai/partnering-nsf-human-ai-collaboration/ 47. https://portugal.googleblog.com/2021/07/2-milhoes-de-dolares-para-apoiar.html 48. https://ai.google/responsibilities/public-policy-perspectives/ 49. https://www.iso.org/committee/6794475.html 50. https://standards.ieee.org/initiatives/artificial-intelligence-systems/index.html 51. https://ai.google/static/documents/ai-principles-2019-progress-update.pdf 52. https://ai.google/static/documents/ai-principles-2020-progress-update.pdf 53. https://ai.google/responsibilities2021 AI Principles Welcome to the https-gitlab.com-WatcharinNate-Nate158l.e wiki!