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Prochain SlideShare
AI and Ethics - We are the guardians of our future
- 1. WE ARE THE GUARDIANS OF OUR FUTURE Tess Ferrandez Photo: Porapak Apichodilok
- 2. Photo: Rosemary Ketchum GANG CRIME CLASSIFICATION Partially Generative Neural Networks For Gang Crime Classification With Partial Information
- 3. Photo: Perry Wilson 42 BABIES 28 ADMITTED GANG MEMBERS
- 4. I’M JUST AN ENGINEER
- 5. ONCE THE ROCKETS ARE UP WHO CARES WHERE THEY COME DOWN? That is not my department said Werner von Braun Photo: Pixabay
- 6. I’M JUST AN ENGINEER
- 7. I’M NOT JUST AN ENGINEER
- 8. Photo: m01229
- 9. Photo: Canned Muffins AI GAYDAR PAPER Deep Neural Networks Can Detect Sexual Orientation from Faces
- 10. Photo: m01229 CRIMINAL FACES Automated Inference on Criminality Using Face Images
- 11. CRIMINALS VIOLENT NON-CRIMINALS GOVERNMENT IDS CORPORATE HEADSHOTS
- 12. CRIMINAL NON-CRIMINAL
- 13. 90%
- 14. 86%
- 15. CAN WE DO IT?
- 16. SHOULD WE DO IT?
- 17. WE ARE CURRENTLY IN THE BIGGEST EXPERIMENT OF CLASSIFICATION IN HUMAN HISTORY Kate Crawford
- 18. Photo: from cover of Neue Illustrierte Zeitung on June 1, 1933
- 19. Photo: Bartek Wojtas
- 20. RESPONSIBILITY LAUNDERING Photo: Bartek Wojtas
- 21. Photo: Anton Mislawsky ALGORITHMS CAN’T BE RACIST THEY’RE JUST MATH
- 22. Photo: Sam Galison
- 23. LABELED FACES IN THE WILD
- 24. 77% MALE
- 25. 80% WHITE
- 26. 5% GEORGE W BUSH
- 27. JOY BOULAMWINI GENDER SHADES
- 28. https://metro.co.uk/2018/07/06/weve-got-to-stop-the-met-polices-dangerously-authoritarian-facial-recognition-surveillance-7687833/
- 29. Photo: Anton Mislawsky ALGORITHMS CAN’T BE RACIST THEY’RE JUST MATH BIAS LAUNDERING
- 30. CONFIRMATION BUBBLE
- 31. Photo: Fadil Elmansour AREA W. HIGH CRIME SEND MORE POLICE DO MORE ARRESTS APPEARS TO HAVE MORE CRIME SEND MORE POLICE DO MORE ARRESTS RUNAWAY FEEDBACK LOOP
- 32. BIAS IS AN NP HARD PROBLEM
- 33. REMOVE GENDER EQUAL OUTCOME EQUAL OPPORTUNITY
- 34. SHOULD WE JUST GIVE UP?
- 35. FAIR AND INCLUSIVE TRANSPARENT ACCOUNTABLE SAFE AND RELIABLE SECURITY AND PRIVACY FAIR AND INCLUSIVE TRANSPARENT ACCOUNTABLE SAFE AND RELIABLE SECURITY AND PRIVACY
- 36. CONSIDER HOW THE TECHNOLOGY COULD BE USED Photo: Pixabay
- 37. DATASHEETS FOR DATASETS
- 38. EVALUATE FOR FAIRNESS
- 39. TRANSPARENT DECISIONSTRANSPARENT DECISIONS
- 40. DETECT VS PREDICT
- 41. COVERED FACES ALONE MEN 20-40 HOODIES SHOPLIFTING POSES MEN 20-40 HOODIESCOVERED FACES ALONE
- 42. Photo: George Becker DEALING WITH ERRORS
- 43. HUMAN IN THE LOOP
- 44. WE’RE NOT JUST ENGINEERS
- 45. WE ARE THE GUARDIANS OF OUR FUTURE Tess Ferrandez Photo: Porapak Apichodilok
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