亞馬遜廢除招聘分析系統 因為AI會歧視女 - 求職
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By Daniel
at 2018-10-10T20:30
at 2018-10-10T20:30
Table of Contents
※ [本文轉錄自 Reewalker 信箱]
作者: paericsson (pa) 看板: Gossiping
標題: [新聞] 亞馬遜廢除招聘分析系統 因為AI會歧視女
時間: Wed Oct 10 13:12:50 2018
1.媒體來源:
※ 例如蘋果日報、奇摩新聞
自由
2.完整新聞標題:
※ 標題沒有寫出來 ---> 依照板規刪除文章
亞馬遜廢除招聘分析系統 因為AI會歧視女性...
3.完整新聞內文:
※ 社論特稿都不能貼! 違者刪除(政治類水桶3個月),貼廣告也會被刪除喔!
〔即時新聞/綜合報導〕全球電商龍頭亞馬遜公司,原本有一套秘密的招聘分析引擎,近
來亞馬遜卻決定廢除該系統,因為專家們發現負責分析履歷的AI「歧視」女性。
據《路透》報導,知情人士透露,亞馬遜秘密團隊自2014年以來,一直在建立招聘程序,
藉此自動化審查求職者的履歷並尋找頂尖人才,該招聘工具分析完求職者後,會給出1到5
星的評分。
知情人士表示,團隊給招聘系統100個履歷,它就會排出前5名,亞馬遜便雇用那些人。但
到了2015年,團隊意識到分析系統並未以性別中立的方式進行評定。
原來,亞馬遜這套招聘工具的AI在進行分析訓練時,觀察了過去10年內提交給亞馬遜的履
歷,其中顯示出了科技行業中男性的主導地位。因此,亞馬遜招聘AI「認為」男性求職者
更可取,對女性求職者進行「處罰」,例如兩間美國女子大學的畢業生都會被降低評級。
不願具名的消息人士指出,亞馬遜最後在去年年初解散了該AI團隊,因為高層對這個項目
失去了希望。亞馬遜拒絕評論此事,僅強調公司致力於工作場所的多樣性和平等。
4.完整新聞連結 (或短網址):
※ 當新聞連結過長時,需提供短網址方便網友點擊
http://news.ltn.com.tw/news/world/breakingnews/2576506
5.備註:
※ 一個人一天只能張貼一則新聞,被刪或自刪也算額度內,超貼者水桶,請注意
--
作者: paericsson (pa) 看板: Gossiping
標題: [新聞] 亞馬遜廢除招聘分析系統 因為AI會歧視女
時間: Wed Oct 10 13:12:50 2018
1.媒體來源:
※ 例如蘋果日報、奇摩新聞
自由
2.完整新聞標題:
※ 標題沒有寫出來 ---> 依照板規刪除文章
亞馬遜廢除招聘分析系統 因為AI會歧視女性...
3.完整新聞內文:
※ 社論特稿都不能貼! 違者刪除(政治類水桶3個月),貼廣告也會被刪除喔!
〔即時新聞/綜合報導〕全球電商龍頭亞馬遜公司,原本有一套秘密的招聘分析引擎,近
來亞馬遜卻決定廢除該系統,因為專家們發現負責分析履歷的AI「歧視」女性。
據《路透》報導,知情人士透露,亞馬遜秘密團隊自2014年以來,一直在建立招聘程序,
藉此自動化審查求職者的履歷並尋找頂尖人才,該招聘工具分析完求職者後,會給出1到5
星的評分。
知情人士表示,團隊給招聘系統100個履歷,它就會排出前5名,亞馬遜便雇用那些人。但
到了2015年,團隊意識到分析系統並未以性別中立的方式進行評定。
原來,亞馬遜這套招聘工具的AI在進行分析訓練時,觀察了過去10年內提交給亞馬遜的履
歷,其中顯示出了科技行業中男性的主導地位。因此,亞馬遜招聘AI「認為」男性求職者
更可取,對女性求職者進行「處罰」,例如兩間美國女子大學的畢業生都會被降低評級。
不願具名的消息人士指出,亞馬遜最後在去年年初解散了該AI團隊,因為高層對這個項目
失去了希望。亞馬遜拒絕評論此事,僅強調公司致力於工作場所的多樣性和平等。
4.完整新聞連結 (或短網址):
※ 當新聞連結過長時,需提供短網址方便網友點擊
http://news.ltn.com.tw/news/world/breakingnews/2576506
5.備註:
※ 一個人一天只能張貼一則新聞,被刪或自刪也算額度內,超貼者水桶,請注意
--
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at 2019-03-01T07:22
at 2019-03-01T07:22

By James
at 2019-03-02T00:04
at 2019-03-02T00:04

By Donna
at 2019-03-04T13:24
at 2019-03-04T13:24

By Bethany
at 2019-03-06T23:10
at 2019-03-06T23:10

By Aaliyah
at 2019-03-07T17:19
at 2019-03-07T17:19

By Mia
at 2019-03-11T11:30
at 2019-03-11T11:30

By Steve
at 2019-03-13T08:03
at 2019-03-13T08:03

By Ida
at 2019-03-15T07:31
at 2019-03-15T07:31

By Harry
at 2019-03-16T20:53
at 2019-03-16T20:53

By Vanessa
at 2019-03-18T06:13
at 2019-03-18T06:13

By Audriana
at 2019-03-20T03:28
at 2019-03-20T03:28

By Ida
at 2019-03-23T12:47
at 2019-03-23T12:47

By Aaliyah
at 2019-03-23T23:50
at 2019-03-23T23:50

By John
at 2019-03-27T08:11
at 2019-03-27T08:11

By Andy
at 2019-03-31T20:02
at 2019-03-31T20:02

By Kristin
at 2019-04-04T10:19
at 2019-04-04T10:19

By Joe
at 2019-04-06T04:21
at 2019-04-06T04:21

By Victoria
at 2019-04-07T04:58
at 2019-04-07T04:58

By Ivy
at 2019-04-10T18:27
at 2019-04-10T18:27

By Gary
at 2019-04-13T09:57
at 2019-04-13T09:57

By Ivy
at 2019-04-15T00:01
at 2019-04-15T00:01

By Jacky
at 2019-04-18T04:53
at 2019-04-18T04:53

By Franklin
at 2019-04-19T06:10
at 2019-04-19T06:10

By Harry
at 2019-04-19T12:33
at 2019-04-19T12:33

By Christine
at 2019-04-21T14:09
at 2019-04-21T14:09

By Susan
at 2019-04-23T04:41
at 2019-04-23T04:41

By Cara
at 2019-04-24T04:07
at 2019-04-24T04:07

By Dora
at 2019-04-27T05:47
at 2019-04-27T05:47

By Madame
at 2019-05-02T00:41
at 2019-05-02T00:41

By Rosalind
at 2019-05-02T11:05
at 2019-05-02T11:05

By Linda
at 2019-05-03T23:31
at 2019-05-03T23:31

By Jake
at 2019-05-05T12:32
at 2019-05-05T12:32

By Hedda
at 2019-05-08T10:42
at 2019-05-08T10:42

By Una
at 2019-05-09T03:20
at 2019-05-09T03:20

By Victoria
at 2019-05-13T14:03
at 2019-05-13T14:03

By Andy
at 2019-05-15T20:36
at 2019-05-15T20:36

By Kristin
at 2019-05-16T17:39
at 2019-05-16T17:39

By Bennie
at 2019-05-19T20:28
at 2019-05-19T20:28

By Sierra Rose
at 2019-05-22T03:34
at 2019-05-22T03:34

By Yuri
at 2019-05-26T20:58
at 2019-05-26T20:58

By Noah
at 2019-05-30T21:14
at 2019-05-30T21:14

By Erin
at 2019-06-01T19:32
at 2019-06-01T19:32

By Madame
at 2019-06-03T23:19
at 2019-06-03T23:19

By Emma
at 2019-06-04T18:08
at 2019-06-04T18:08

By Selena
at 2019-06-07T12:15
at 2019-06-07T12:15

By Jake
at 2019-06-11T23:37
at 2019-06-11T23:37

By Ina
at 2019-06-13T19:23
at 2019-06-13T19:23

By Aaliyah
at 2019-06-17T12:57
at 2019-06-17T12:57

By Kyle
at 2019-06-22T00:45
at 2019-06-22T00:45

By Caitlin
at 2019-06-22T05:09
at 2019-06-22T05:09

By Daph Bay
at 2019-06-25T01:00
at 2019-06-25T01:00

By Charlie
at 2019-06-27T23:43
at 2019-06-27T23:43

By Dorothy
at 2019-06-28T11:09
at 2019-06-28T11:09

By Annie
at 2019-07-02T04:24
at 2019-07-02T04:24

By Elma
at 2019-07-06T19:26
at 2019-07-06T19:26

By Sarah
at 2019-07-07T15:43
at 2019-07-07T15:43

By Lily
at 2019-07-08T11:45
at 2019-07-08T11:45

By Dorothy
at 2019-07-11T02:18
at 2019-07-11T02:18

By Zenobia
at 2019-07-12T00:00
at 2019-07-12T00:00

By Eartha
at 2019-07-14T15:32
at 2019-07-14T15:32

By Anthony
at 2019-07-16T09:59
at 2019-07-16T09:59

By Ethan
at 2019-07-21T07:38
at 2019-07-21T07:38

By Thomas
at 2019-07-22T16:07
at 2019-07-22T16:07

By Kristin
at 2019-07-27T05:58
at 2019-07-27T05:58

By Andrew
at 2019-07-28T06:09
at 2019-07-28T06:09

By David
at 2019-07-31T00:16
at 2019-07-31T00:16

By Ethan
at 2019-08-04T22:08
at 2019-08-04T22:08

By Kyle
at 2019-08-09T18:04
at 2019-08-09T18:04

By Emily
at 2019-08-11T06:49
at 2019-08-11T06:49

By Jack
at 2019-08-13T07:06
at 2019-08-13T07:06

By Jacky
at 2019-08-14T07:50
at 2019-08-14T07:50

By Victoria
at 2019-08-16T05:30
at 2019-08-16T05:30

By Hardy
at 2019-08-18T06:58
at 2019-08-18T06:58

By Connor
at 2019-08-22T20:14
at 2019-08-22T20:14

By Carol
at 2019-08-24T08:35
at 2019-08-24T08:35

By Hamiltion
at 2019-08-26T23:00
at 2019-08-26T23:00

By Christine
at 2019-08-30T04:41
at 2019-08-30T04:41

By Leila
at 2019-09-03T20:24
at 2019-09-03T20:24

By Lily
at 2019-09-04T16:50
at 2019-09-04T16:50

By Victoria
at 2019-09-04T22:46
at 2019-09-04T22:46

By Liam
at 2019-09-07T00:39
at 2019-09-07T00:39

By Delia
at 2019-09-10T02:24
at 2019-09-10T02:24

By Christine
at 2019-09-12T14:58
at 2019-09-12T14:58

By Emily
at 2019-09-13T09:24
at 2019-09-13T09:24

By Ivy
at 2019-09-17T09:55
at 2019-09-17T09:55

By Hardy
at 2019-09-20T12:33
at 2019-09-20T12:33

By Connor
at 2019-09-21T00:50
at 2019-09-21T00:50

By Liam
at 2019-09-23T12:03
at 2019-09-23T12:03

By Freda
at 2019-09-25T15:46
at 2019-09-25T15:46

By Christine
at 2019-09-30T02:54
at 2019-09-30T02:54

By Sierra Rose
at 2019-10-03T05:22
at 2019-10-03T05:22

By Isabella
at 2019-10-07T19:29
at 2019-10-07T19:29

By Rosalind
at 2019-10-09T11:07
at 2019-10-09T11:07

By Agatha
at 2019-10-10T20:41
at 2019-10-10T20:41

By Zora
at 2019-10-14T16:12
at 2019-10-14T16:12

By Daniel
at 2019-10-17T01:31
at 2019-10-17T01:31

By Edward Lewis
at 2019-10-21T09:26
at 2019-10-21T09:26

By James
at 2019-10-22T14:28
at 2019-10-22T14:28

By Franklin
at 2019-10-25T05:41
at 2019-10-25T05:41

By Harry
at 2019-10-27T09:25
at 2019-10-27T09:25

By Selena
at 2019-10-29T02:08
at 2019-10-29T02:08

By Vanessa
at 2019-11-02T14:07
at 2019-11-02T14:07

By Liam
at 2019-11-03T01:36
at 2019-11-03T01:36

By Liam
at 2019-11-07T10:49
at 2019-11-07T10:49

By Christine
at 2019-11-11T16:11
at 2019-11-11T16:11

By Zanna
at 2019-11-16T09:56
at 2019-11-16T09:56

By Mary
at 2019-11-17T10:20
at 2019-11-17T10:20

By Quanna
at 2019-11-19T00:50
at 2019-11-19T00:50

By Sarah
at 2019-11-20T23:28
at 2019-11-20T23:28

By Thomas
at 2019-11-25T22:27
at 2019-11-25T22:27

By Thomas
at 2019-11-26T05:53
at 2019-11-26T05:53

By Audriana
at 2019-11-27T19:43
at 2019-11-27T19:43

By Sandy
at 2019-12-02T15:43
at 2019-12-02T15:43

By Steve
at 2019-12-04T13:48
at 2019-12-04T13:48

By Franklin
at 2019-12-06T13:24
at 2019-12-06T13:24

By Jessica
at 2019-12-07T12:16
at 2019-12-07T12:16

By James
at 2019-12-10T09:17
at 2019-12-10T09:17

By Suhail Hany
at 2019-12-13T02:00
at 2019-12-13T02:00

By Emma
at 2019-12-14T21:39
at 2019-12-14T21:39

By Enid
at 2019-12-17T04:16
at 2019-12-17T04:16

By Andy
at 2019-12-20T08:54
at 2019-12-20T08:54

By Anthony
at 2019-12-22T03:44
at 2019-12-22T03:44

By Elizabeth
at 2019-12-24T18:01
at 2019-12-24T18:01

By Jacky
at 2019-12-26T21:48
at 2019-12-26T21:48

By Candice
at 2019-12-29T12:11
at 2019-12-29T12:11

By Margaret
at 2020-01-01T21:34
at 2020-01-01T21:34

By Kristin
at 2020-01-03T15:59
at 2020-01-03T15:59

By Lydia
at 2020-01-05T17:46
at 2020-01-05T17:46

By Callum
at 2020-01-08T19:05
at 2020-01-08T19:05

By Aaliyah
at 2020-01-12T09:25
at 2020-01-12T09:25

By Kama
at 2020-01-12T15:38
at 2020-01-12T15:38

By Edward Lewis
at 2020-01-14T22:22
at 2020-01-14T22:22

By Caroline
at 2020-01-15T11:24
at 2020-01-15T11:24

By Sierra Rose
at 2020-01-16T20:35
at 2020-01-16T20:35

By Olive
at 2020-01-20T10:10
at 2020-01-20T10:10

By Poppy
at 2020-01-22T19:02
at 2020-01-22T19:02

By Jessica
at 2020-01-27T01:22
at 2020-01-27T01:22

By Mason
at 2020-01-30T13:18
at 2020-01-30T13:18

By Cara
at 2020-02-02T10:03
at 2020-02-02T10:03

By Dinah
at 2020-02-03T09:49
at 2020-02-03T09:49

By Edith
at 2020-02-06T16:06
at 2020-02-06T16:06

By Erin
at 2020-02-10T22:51
at 2020-02-10T22:51

By Necoo
at 2020-02-11T22:35
at 2020-02-11T22:35

By Franklin
at 2020-02-15T10:08
at 2020-02-15T10:08

By Liam
at 2020-02-17T14:40
at 2020-02-17T14:40

By Audriana
at 2020-02-18T23:30
at 2020-02-18T23:30

By Sandy
at 2020-02-21T13:51
at 2020-02-21T13:51

By Connor
at 2020-02-23T10:23
at 2020-02-23T10:23

By Jessica
at 2020-02-25T02:48
at 2020-02-25T02:48

By William
at 2020-02-29T07:41
at 2020-02-29T07:41

By Hardy
at 2020-03-01T16:54
at 2020-03-01T16:54

By Thomas
at 2020-03-04T02:47
at 2020-03-04T02:47

By Rae
at 2020-03-04T17:59
at 2020-03-04T17:59

By Sarah
at 2020-03-06T05:35
at 2020-03-06T05:35

By James
at 2020-03-09T07:21
at 2020-03-09T07:21

By Callum
at 2020-03-12T19:41
at 2020-03-12T19:41

By Carolina Franco
at 2020-03-13T06:00
at 2020-03-13T06:00

By Oliver
at 2020-03-15T02:19
at 2020-03-15T02:19

By Barb Cronin
at 2020-03-15T07:35
at 2020-03-15T07:35

By Eden
at 2020-03-15T15:04
at 2020-03-15T15:04

By Victoria
at 2020-03-20T09:32
at 2020-03-20T09:32

By Rachel
at 2020-03-25T02:56
at 2020-03-25T02:56

By Hamiltion
at 2020-03-29T07:16
at 2020-03-29T07:16

By Enid
at 2020-04-01T03:40
at 2020-04-01T03:40

By Damian
at 2020-04-06T03:33
at 2020-04-06T03:33

By Lily
at 2020-04-10T21:46
at 2020-04-10T21:46

By Queena
at 2020-04-12T07:59
at 2020-04-12T07:59

By Skylar Davis
at 2020-04-13T23:07
at 2020-04-13T23:07

By Charlie
at 2020-04-16T13:43
at 2020-04-16T13:43

By Kumar
at 2020-04-20T20:35
at 2020-04-20T20:35

By Agatha
at 2020-04-23T06:02
at 2020-04-23T06:02

By Ula
at 2020-04-23T18:24
at 2020-04-23T18:24

By Linda
at 2020-04-26T09:35
at 2020-04-26T09:35

By Genevieve
at 2020-04-30T22:40
at 2020-04-30T22:40

By Skylar Davis
at 2020-05-02T09:15
at 2020-05-02T09:15

By Tristan Cohan
at 2020-05-06T23:49
at 2020-05-06T23:49

By Victoria
at 2020-05-10T16:19
at 2020-05-10T16:19

By David
at 2020-05-12T16:42
at 2020-05-12T16:42

By Daniel
at 2020-05-15T15:51
at 2020-05-15T15:51

By Daph Bay
at 2020-05-17T11:08
at 2020-05-17T11:08

By James
at 2020-05-20T00:08
at 2020-05-20T00:08

By Michael
at 2020-05-21T07:57
at 2020-05-21T07:57

By Regina
at 2020-05-24T13:55
at 2020-05-24T13:55

By Linda
at 2020-05-26T23:11
at 2020-05-26T23:11

By John
at 2020-05-30T11:31
at 2020-05-30T11:31

By Irma
at 2020-05-31T15:18
at 2020-05-31T15:18

By Mia
at 2020-06-02T00:23
at 2020-06-02T00:23

By Freda
at 2020-06-02T18:47
at 2020-06-02T18:47

By Emma
at 2020-06-07T04:09
at 2020-06-07T04:09

By Caitlin
at 2020-06-11T21:43
at 2020-06-11T21:43

By Blanche
at 2020-06-13T00:51
at 2020-06-13T00:51

By Charlie
at 2020-06-17T17:15
at 2020-06-17T17:15

By Annie
at 2020-06-18T13:30
at 2020-06-18T13:30

By Emma
at 2020-06-18T18:36
at 2020-06-18T18:36

By Olive
at 2020-06-21T10:44
at 2020-06-21T10:44

By Frederica
at 2020-06-22T08:55
at 2020-06-22T08:55

By Ivy
at 2020-06-22T15:35
at 2020-06-22T15:35

By Leila
at 2020-06-26T13:08
at 2020-06-26T13:08

By Isla
at 2020-06-29T00:06
at 2020-06-29T00:06

By Ida
at 2020-07-02T16:30
at 2020-07-02T16:30

By Erin
at 2020-07-04T09:30
at 2020-07-04T09:30

By Skylar DavisLinda
at 2020-07-07T22:50
at 2020-07-07T22:50

By Valerie
at 2020-07-10T02:26
at 2020-07-10T02:26

By Elma
at 2020-07-13T07:52
at 2020-07-13T07:52

By Joe
at 2020-07-15T19:20
at 2020-07-15T19:20

By Heather
at 2020-07-20T04:48
at 2020-07-20T04:48

By Hardy
at 2020-07-21T22:29
at 2020-07-21T22:29

By Margaret
at 2020-07-22T20:38
at 2020-07-22T20:38

By Lucy
at 2020-07-27T17:17
at 2020-07-27T17:17

By Jessica
at 2020-07-30T03:16
at 2020-07-30T03:16

By Ethan
at 2020-07-30T22:31
at 2020-07-30T22:31

By Rae
at 2020-08-02T11:57
at 2020-08-02T11:57

By Anthony
at 2020-08-03T13:27
at 2020-08-03T13:27

By Edith
at 2020-08-03T15:25
at 2020-08-03T15:25

By Tom
at 2020-08-06T13:34
at 2020-08-06T13:34

By Anthony
at 2020-08-11T12:09
at 2020-08-11T12:09

By Edward Lewis
at 2020-08-14T02:39
at 2020-08-14T02:39

By Lucy
at 2020-08-18T12:54
at 2020-08-18T12:54

By Belly
at 2020-08-21T13:48
at 2020-08-21T13:48

By Valerie
at 2020-08-22T03:02
at 2020-08-22T03:02

By Franklin
at 2020-08-26T10:32
at 2020-08-26T10:32

By Anthony
at 2020-08-30T14:26
at 2020-08-30T14:26

By Una
at 2020-09-01T20:13
at 2020-09-01T20:13

By Catherine
at 2020-09-03T23:34
at 2020-09-03T23:34

By Elizabeth
at 2020-09-04T16:04
at 2020-09-04T16:04

By Jake
at 2020-09-06T20:52
at 2020-09-06T20:52

By Rosalind
at 2020-09-08T04:27
at 2020-09-08T04:27

By Delia
at 2020-09-10T09:05
at 2020-09-10T09:05

By Hedy
at 2020-09-14T17:30
at 2020-09-14T17:30

By Damian
at 2020-09-18T18:53
at 2020-09-18T18:53

By Megan
at 2020-09-22T01:05
at 2020-09-22T01:05

By Charlotte
at 2020-09-25T05:34
at 2020-09-25T05:34

By Quintina
at 2020-09-25T08:00
at 2020-09-25T08:00

By Donna
at 2020-09-28T10:30
at 2020-09-28T10:30

By Tom
at 2020-10-01T07:58
at 2020-10-01T07:58

By Liam
at 2020-10-04T08:36
at 2020-10-04T08:36

By Bennie
at 2020-10-09T01:17
at 2020-10-09T01:17

By Hamiltion
at 2020-10-11T04:01
at 2020-10-11T04:01

By Tom
at 2020-10-12T00:27
at 2020-10-12T00:27

By Todd Johnson
at 2020-10-14T20:56
at 2020-10-14T20:56

By Rosalind
at 2020-10-19T03:24
at 2020-10-19T03:24

By Jack
at 2020-10-20T00:04
at 2020-10-20T00:04

By Frederic
at 2020-10-24T09:11
at 2020-10-24T09:11

By Frederic
at 2020-10-28T03:21
at 2020-10-28T03:21

By Quintina
at 2020-11-01T17:02
at 2020-11-01T17:02

By Isabella
at 2020-11-01T23:42
at 2020-11-01T23:42

By Ina
at 2020-11-02T06:38
at 2020-11-02T06:38

By Hamiltion
at 2020-11-06T17:05
at 2020-11-06T17:05

By Irma
at 2020-11-06T18:31
at 2020-11-06T18:31

By Madame
at 2020-11-07T15:27
at 2020-11-07T15:27

By Leila
at 2020-11-08T05:49
at 2020-11-08T05:49

By Isabella
at 2020-11-08T11:22
at 2020-11-08T11:22

By Gary
at 2020-11-11T10:36
at 2020-11-11T10:36

By Candice
at 2020-11-15T22:29
at 2020-11-15T22:29

By Aaliyah
at 2020-11-19T01:33
at 2020-11-19T01:33

By Rae
at 2020-11-19T19:10
at 2020-11-19T19:10

By Jacob
at 2020-11-20T06:30
at 2020-11-20T06:30

By Odelette
at 2020-11-23T22:20
at 2020-11-23T22:20

By William
at 2020-11-26T12:33
at 2020-11-26T12:33

By Faithe
at 2020-11-30T18:51
at 2020-11-30T18:51

By Genevieve
at 2020-12-02T11:32
at 2020-12-02T11:32

By Gary
at 2020-12-05T07:14
at 2020-12-05T07:14
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By Hardy
at 2020-12-09T12:13
at 2020-12-09T12:13
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By Aaliyah
at 2020-12-09T17:17
at 2020-12-09T17:17
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By Edward Lewis
at 2020-12-12T21:15
at 2020-12-12T21:15
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By Agnes
at 2020-12-17T10:32
at 2020-12-17T10:32
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By Anonymous
at 2020-12-20T11:50
at 2020-12-20T11:50
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