Knowledge (XXG)

Coded Bias

Source đź“ť

1444: 1035: 1013: 357:, Renee Shelby questioned whether readers understood the power she said was abused through this data collection. She states "Where there is power, there is resistance to power; and the film touches on politics “from above” and “from below.” The film showcases women's activism and social movements (e.g., the Hong Kong 279:
can cause problems for vulnerable groups as due to bias within the code they do not recognize everyone equally or as equals. As companies use more machine learning, the algorithms discussed have substantial influence over the information we discern, determining individuals who successfully navigate
263:
says that there is a lack of legal structures for artificial intelligence, and that as a result, human rights are being violated. It says that some algorithms and artificial intelligence technologies discriminate by race and gender statuses in domains such as housing, career opportunities,
29: 1257: 342:, Devika Girish states "The film moves deftly between pragmatic and larger political critiques, arguing that it’s not just that the tech is faulty; even if it were perfect, it would infringe dangerously on people’s liberties." 256:
and she worked to find out why these systems failed. She later found that facial recognition programs only worked when she wore a white mask. She goes on to find out about how else artificial technology can affect minorities.
349:
states "One might expect a documentary about data and algorithms to run a bit dry, but “Coded Bias” defies that by having a lot on its mind and by being quick on its feet, hopping all over the country, and the world."
1494: 635: 368:
is presented in an engaging and humanistic way. Technical details are kept to a minimum, which could be viewed as positive or negative depending on prior knowledge and interest."
483: 322: 296:
across North America on November 18, 2020. The limited release garnered a box office revenue of $ 10,236. On April 5, 2021, the documentary was made available to stream on
506: 364:
Giving the documentary a 2.5 out of 5 stars, Ashley Sosa, writing for videolibrarian.com, states "The documentary's cautionary message about the dangers of
1519: 1474: 399: 1314: 1499: 1283: 206: 198: 1489: 1484: 1232: 1180: 1479: 1509: 884: 518: 450: 354: 245: 468: 1464: 417: 978: 900: 662: 325:
based on 52 reviews with an average rating of 7.9/10. The website's critical consensus reads, "Clear, concise, and comprehensive,
280:
automated hiring processes, those granted access to healthcare, and those subjected to heightened scrutiny within police systems.
1504: 1469: 1364: 810: 1514: 692: 264:
healthcare, credit, education, and legalities. Buolamwini and her colleagues were later asked to testify in front of the
865:"The Coded Gaze: Algorithmic bias, facial recognition and beyond: How research can change the law and influence people" 232:, and algorithms can determine outcomes for certain people. She later came across the work of Joy Buolamwini through a 564: 289: 219: 146: 604: 533: 269: 276: 253: 1106: 1155: 582: 501: 225: 1291: 244:
The documentary is about artificial intelligence and the biases that can be embedded into this technology.
329:
offers a chilling look at largely unseen side effects of modern society's algorithmic underpinnings." On
925: 614: 1459: 1048: 1206: 1081: 158: 839: 1438: 1056: 880: 432: 358: 314: 268:
about artificial intelligence. Buolamwini subsequently created a digital advocacy group, the
872: 365: 233: 229: 178: 142: 138: 42: 28: 1233:"Two WMM Filmmakers Receive Awards from NYWIFT at the Hamptons International Film Festival" 1034: 1012: 979:"Eye-opening documentary Coded Bias, streaming on Netflix April 5, faces racist technology" 1443: 1008: 670: 318: 293: 1394: 292:
in January 2020. It had a limited release on November 11, 2020, before a full release in
162: 333:, the film has a weighted average score of 73 out of 100 based on seven critic reviews. 346: 338: 249: 166: 150: 1453: 361:) fighting to ensure that surveillance and other algorithmic tools are not abused.". 182: 174: 170: 154: 1372: 818: 609: 265: 953: 636:"Now Streaming: 'Coded Bias' Exposes Tech Made without Women and BIPOC in Mind" 252:'s computer science studies uncovered that her face was unrecognizable in many 1030: 1025: 1002: 764: 345:
Praising the documentary for its "impressive pacing," Nick Allen, writing for
330: 213:
on August 17, 2021, that three years previously she did not even know what an
1339: 1181:"Cinema Eye Unveils Full Slate of Nominees for 14th Annual Nonfiction Honors" 1060: 864: 876: 214: 1432: 926:"Documentary 'Coded Bias' Unmasks The Racism Of Artificial Intelligence" 740: 716: 297: 1315:""Coded Bias" Receives News & Documentary Emmy® Awards Nomination" 1130: 786: 1082:"Coded Bias movie review & film summary (2020) | Roger Ebert" 491:
Grand Reportage World Organization Against Torture (OMCT) Award
1425: 1207:"Critics Choice Documentary Awards | Critics Choice Awards" 1156:"Calgary International Film Festival 2020 – Coded Bias" 440:
Outstanding Achievement in Graphic Design or Animation
1495:
Existential risk from artificial general intelligence
484:
International Film Festival and Forum on Human Rights
149:. The film includes contributions from researchers 122: 114: 104: 70: 56: 48: 38: 21: 532: 193:Kantayya previously directed a documentary titled 1049:"'Coded Bias' Review: When the Bots Are Racist" 745:SHALINI KANTAYYA . Film Director & Producer 523:Outstanding Science and Technology Documentary 473:New York Women in Film & Television Award 8: 954:"Coded Bias (2020) - Financial Information" 766:Coded Bias: Film Screening and Director Q+A 1442: 1313:Algorithmic Justice League (27 Sep 2022). 1135:Asian American International Film Festival 1033: 1011: 400:Asian American International Film Festival 375: 27: 18: 207:UC Berkeley Graduate School of Journalism 1258:"The FIFDH unveils its 2021 awards list" 901:"When Bias Is Coded Into Our Technology" 871:. New York, NY, USA: ACM. pp. 7–8. 626: 321:, the film holds an approval rating of 581: 563: 517: 500: 482: 467: 449: 431: 416: 398: 353:In the review from the website of the 1231:Titcomb, Isabelle (15 October 2020). 948: 946: 667:Society for Social Studies of Science 355:Society for Social Studies of Science 197:and also directed one episode of the 7: 869:13th ACM Web Science Conference 2021 657: 655: 469:Hamptons International Film Festival 391: 1160:Calgary International Film Festival 977:Trenholm, Richard (31 March 2021). 418:Calgary International Film Festival 1520:English-language documentary films 634:Kendall, Dana (January 31, 2020). 548:Grand Jury Prize for Transparency 451:Critics' Choice Documentary Awards 209:. Kantayya said an interview with 14: 1475:Documentary films about computing 924:Trahan, Erin (18 November 2020). 693:"'Catching the Sun': Film Review" 1500:Ethics of science and technology 663:"Documentary Review: Coded Bias" 572:US Documentary Grand Jury Prize 519:News and Documentary Emmy Awards 458:Best Science/Nature Documentary 288:The film first premiered at the 1490:Women in science and technology 422:Best International Documentary 1485:Documentary films about racism 863:Hooberman, Lucy (2021-06-21). 507:Outstanding Documentary (Film) 205:. She is also an associate of 16:2020 American documentary film 1: 1480:Documentary films about women 1047:Girish, Devika (2020-11-11). 691:T. H. R. Staff (2016-04-07). 1510:2020s English-language films 669:. 2021-03-15. Archived from 336:In a review written for the 1105:Sosa, Ashley (2021-10-12). 290:2020 Sundance Film Festival 220:Weapons of Math Destruction 147:2020 Sundance Film Festival 90:November 11, 2020 1536: 1465:American documentary films 840:"Coded Bias | Films | PBS" 605:Algorithmic Justice League 534:Social Impact Media Awards 277:facial recognition systems 270:Algorithmic Justice League 254:facial recognition systems 587:Best Documentary Feature 568: 543: 487: 454: 403: 275:The movie highlights how 26: 433:Cinema Eye Honors Awards 407:Emerging Director Award 1399:Woodstock Film Festival 877:10.1145/3447535.3468455 583:Woodstock Film Festival 226:artificial intelligence 217:was. She read the book 1505:Diversity in computing 1470:2020 documentary films 1395:"2020 Maverick Awards" 697:The Hollywood Reporter 565:Sundance Film Festival 145:that premiered at the 1211:Critics Choice Awards 1131:"Jurors & Awards" 1515:2020s American films 615:Data for Black Lives 224:which describes how 1086:www.rogerebert.com/ 201:television series, 199:National Geographic 1375:on 20 January 2021 1369:Sundance Institute 1294:on 3 February 2021 1288:NAACP Image Awards 1187:. 10 December 2020 1111:videolibrarian.com 1053:The New York Times 717:"Shalini Kantayya" 590:Honorable Mention 556:Best Sound Design 502:NAACP Image Awards 315:review aggregation 159:Meredith Broussard 1237:Women Make Movies 1185:Cinema Eye Honors 886:978-1-4503-8330-1 596: 595: 359:Umbrella Movement 309:Critical response 248:media researcher 130: 129: 79:January 2020 1527: 1446: 1429: 1428: 1426:Official website 1411: 1410: 1408: 1406: 1391: 1385: 1384: 1382: 1380: 1371:. Archived from 1361: 1355: 1354: 1352: 1350: 1336: 1330: 1329: 1327: 1325: 1310: 1304: 1303: 1301: 1299: 1290:. Archived from 1280: 1274: 1273: 1271: 1269: 1254: 1248: 1247: 1245: 1243: 1228: 1222: 1221: 1219: 1217: 1203: 1197: 1196: 1194: 1192: 1177: 1171: 1170: 1168: 1166: 1152: 1146: 1145: 1143: 1141: 1127: 1121: 1120: 1118: 1117: 1102: 1096: 1095: 1093: 1092: 1077: 1071: 1070: 1068: 1067: 1044: 1038: 1037: 1022: 1016: 1015: 1000: 994: 993: 991: 989: 974: 968: 967: 965: 964: 950: 941: 940: 938: 936: 921: 915: 914: 912: 911: 897: 891: 890: 860: 854: 853: 851: 850: 844:Independent Lens 836: 830: 829: 827: 826: 817:. Archived from 815:www.sundance.org 807: 801: 800: 798: 797: 783: 777: 776: 775: 774: 769:, 17 August 2021 761: 755: 754: 752: 751: 737: 731: 730: 728: 727: 713: 707: 706: 704: 703: 688: 682: 681: 679: 678: 659: 650: 649: 647: 646: 640:www.sundance.org 631: 393: 376: 366:algorithmic bias 230:machine learning 195:Catching the Sun 179:Virginia Eubanks 143:Shalini Kantayya 139:documentary film 97: 95: 86: 84: 65:7th Empire Media 52:Shalini Kantayya 43:Shalini Kantayya 31: 19: 1535: 1534: 1530: 1529: 1528: 1526: 1525: 1524: 1450: 1449: 1424: 1423: 1420: 1415: 1414: 1404: 1402: 1393: 1392: 1388: 1378: 1376: 1363: 1362: 1358: 1348: 1346: 1338: 1337: 1333: 1323: 1321: 1312: 1311: 1307: 1297: 1295: 1284:"2021 Nominees" 1282: 1281: 1277: 1267: 1265: 1262:Fondation FIFDH 1256: 1255: 1251: 1241: 1239: 1230: 1229: 1225: 1215: 1213: 1205: 1204: 1200: 1190: 1188: 1179: 1178: 1174: 1164: 1162: 1154: 1153: 1149: 1139: 1137: 1129: 1128: 1124: 1115: 1113: 1104: 1103: 1099: 1090: 1088: 1079: 1078: 1074: 1065: 1063: 1046: 1045: 1041: 1023: 1019: 1009:Rotten Tomatoes 1001: 997: 987: 985: 976: 975: 971: 962: 960: 952: 951: 944: 934: 932: 923: 922: 918: 909: 907: 899: 898: 894: 887: 862: 861: 857: 848: 846: 838: 837: 833: 824: 822: 811:"code-for-bias" 809: 808: 804: 795: 793: 785: 784: 780: 772: 770: 763: 762: 758: 749: 747: 739: 738: 734: 725: 723: 715: 714: 710: 701: 699: 690: 689: 685: 676: 674: 661: 660: 653: 644: 642: 633: 632: 628: 623: 601: 374: 319:Rotten Tomatoes 311: 306: 294:virtual cinemas 286: 242: 191: 137:is an American 107: 100: 93: 91: 87: (Sundance) 82: 80: 73: 66: 61: 59: 34: 17: 12: 11: 5: 1533: 1531: 1523: 1522: 1517: 1512: 1507: 1502: 1497: 1492: 1487: 1482: 1477: 1472: 1467: 1462: 1452: 1451: 1448: 1447: 1430: 1419: 1418:External links 1416: 1413: 1412: 1386: 1356: 1331: 1305: 1275: 1249: 1223: 1198: 1172: 1147: 1122: 1097: 1072: 1039: 1017: 995: 969: 942: 916: 892: 885: 855: 831: 802: 778: 756: 732: 708: 683: 651: 625: 624: 622: 619: 618: 617: 612: 607: 600: 597: 594: 593: 591: 588: 585: 579: 578: 576: 573: 570: 567: 561: 560: 557: 553: 552: 549: 545: 544: 542: 539: 538:Best Director 536: 530: 529: 527: 524: 521: 515: 514: 512: 509: 504: 498: 497: 495: 492: 489: 486: 480: 479: 477: 474: 471: 465: 464: 462: 459: 456: 453: 447: 446: 444: 441: 438: 435: 429: 428: 426: 423: 420: 414: 413: 411: 408: 405: 402: 396: 395: 389: 386: 383: 380: 373: 370: 347:RogerEbert.com 339:New York Times 310: 307: 305: 302: 285: 282: 250:Joy Buolamwini 241: 238: 190: 187: 185:, and others. 167:Zeynep Tufekci 151:Joy Buolamwini 128: 127: 124: 120: 119: 116: 112: 111: 108: 105: 102: 101: 99: 98: 88: 76: 74: 71: 68: 67: 64: 62: 57: 54: 53: 50: 46: 45: 40: 36: 35: 32: 24: 23: 15: 13: 10: 9: 6: 4: 3: 2: 1532: 1521: 1518: 1516: 1513: 1511: 1508: 1506: 1503: 1501: 1498: 1496: 1493: 1491: 1488: 1486: 1483: 1481: 1478: 1476: 1473: 1471: 1468: 1466: 1463: 1461: 1458: 1457: 1455: 1445: 1440: 1436: 1435: 1431: 1427: 1422: 1421: 1417: 1400: 1396: 1390: 1387: 1374: 1370: 1366: 1360: 1357: 1345: 1341: 1335: 1332: 1320: 1316: 1309: 1306: 1293: 1289: 1285: 1279: 1276: 1263: 1259: 1253: 1250: 1238: 1234: 1227: 1224: 1212: 1208: 1202: 1199: 1186: 1182: 1176: 1173: 1161: 1157: 1151: 1148: 1136: 1132: 1126: 1123: 1112: 1108: 1101: 1098: 1087: 1083: 1080:Allen, Nick. 1076: 1073: 1062: 1058: 1054: 1050: 1043: 1040: 1036: 1032: 1028: 1027: 1021: 1018: 1014: 1010: 1006: 1005: 999: 996: 984: 980: 973: 970: 959: 955: 949: 947: 943: 931: 927: 920: 917: 906: 902: 896: 893: 888: 882: 878: 874: 870: 866: 859: 856: 845: 841: 835: 832: 821:on 2021-01-20 820: 816: 812: 806: 803: 792: 788: 782: 779: 768: 767: 760: 757: 746: 742: 736: 733: 722: 718: 712: 709: 698: 694: 687: 684: 673:on 2021-05-19 672: 668: 664: 658: 656: 652: 641: 637: 630: 627: 620: 616: 613: 611: 608: 606: 603: 602: 598: 592: 589: 586: 584: 580: 577: 574: 571: 566: 562: 558: 555: 554: 550: 547: 546: 540: 537: 535: 531: 528: 525: 522: 520: 516: 513: 510: 508: 505: 503: 499: 496: 493: 490: 485: 481: 478: 475: 472: 470: 466: 463: 460: 457: 452: 448: 445: 442: 439: 436: 434: 430: 427: 424: 421: 419: 415: 412: 409: 406: 401: 397: 390: 387: 384: 381: 378: 377: 371: 369: 367: 362: 360: 356: 351: 348: 343: 341: 340: 334: 332: 328: 324: 320: 316: 308: 303: 301: 299: 295: 291: 283: 281: 278: 273: 271: 267: 262: 258: 255: 251: 247: 239: 237: 235: 231: 227: 223: 221: 216: 212: 208: 204: 200: 196: 188: 186: 184: 180: 176: 172: 168: 164: 160: 156: 152: 148: 144: 140: 136: 135: 125: 121: 118:United States 117: 113: 109: 103: 89: 78: 77: 75: 72:Release dates 69: 63: 55: 51: 47: 44: 41: 37: 30: 25: 20: 1433: 1403:. Retrieved 1401:. 2 Oct 2020 1398: 1389: 1377:. Retrieved 1373:the original 1368: 1365:"Coded Bias" 1359: 1347:. Retrieved 1343: 1334: 1322:. Retrieved 1318: 1308: 1296:. Retrieved 1292:the original 1287: 1278: 1266:. Retrieved 1264:. 2021-03-13 1261: 1252: 1240:. Retrieved 1236: 1226: 1214:. Retrieved 1210: 1201: 1189:. Retrieved 1184: 1175: 1163:. Retrieved 1159: 1150: 1138:. Retrieved 1134: 1125: 1114:. Retrieved 1110: 1107:"Coded Bias" 1100: 1089:. Retrieved 1085: 1075: 1064:. Retrieved 1052: 1042: 1024: 1020: 1003: 998: 986:. Retrieved 982: 972: 961:. Retrieved 957: 933:. Retrieved 929: 919: 908:. Retrieved 904: 895: 868: 858: 847:. Retrieved 843: 834: 823:. Retrieved 819:the original 814: 805: 794:. Retrieved 790: 781: 771:, retrieved 765: 759: 748:. Retrieved 744: 735: 724:. Retrieved 720: 711: 700:. Retrieved 696: 686: 675:. Retrieved 671:the original 666: 643:. Retrieved 639: 629: 363: 352: 344: 337: 335: 326: 312: 287: 274: 260: 259: 243: 218: 210: 203:Breakthrough 202: 194: 192: 183:Silkie Carlo 175:Timnit Gebru 171:Safiya Noble 163:Cathy O’Neil 155:Deborah Raji 141:directed by 133: 132: 131: 106:Running time 1319:PR Newswire 1191:24 February 958:The Numbers 610:Black in AI 266:US Congress 49:Produced by 39:Directed by 33:Film poster 1460:2020 films 1454:Categories 1434:Coded Bias 1379:4 February 1344:Coded Bias 1298:4 February 1242:4 February 1216:4 February 1165:4 February 1116:2021-11-10 1091:2021-11-10 1066:2021-11-10 1031:Metacritic 1026:Coded Bias 1004:Coded Bias 963:2021-11-17 910:2020-12-05 849:2021-11-10 825:2021-11-10 796:2021-11-10 791:CODED BIAS 773:2021-11-10 750:2022-09-05 726:2022-09-05 702:2022-09-05 677:2021-03-23 645:2020-12-05 621:References 575:Nominated 526:Nominated 511:Nominated 461:Nominated 443:Nominated 410:Nominated 331:Metacritic 327:Coded Bias 261:Coded Bias 211:500 Global 189:Background 134:Coded Bias 110:90 minutes 94:2020-11-11 58:Production 22:Coded Bias 1061:0362-4331 385:Category 372:Accolades 304:Reception 215:algorithm 1340:"Awards" 599:See also 317:website 234:Ted Talk 123:Language 1405:2 March 1349:2 March 1324:2 March 1140:2 March 988:5 April 935:5 April 905:NPR.org 787:"About" 741:"ABOUT" 388:Result 313:On the 298:Netflix 284:Release 240:Summary 126:English 115:Country 92: ( 83:2020-01 81: ( 60:company 1441:  1268:31 May 1059:  883:  392:Ref(s) 379:Award 181:, and 569:2020 488:2021 455:2020 437:2021 404:2020 382:Year 1439:IMDb 1407:2023 1381:2021 1351:2023 1326:2023 1300:2021 1270:2021 1244:2021 1218:2021 1193:2021 1167:2021 1142:2023 1057:ISSN 990:2021 983:CNET 937:2021 930:WBUR 881:ISBN 721:IMDb 559:Won 551:Won 541:Won 494:Won 476:Won 425:Won 323:100% 1437:at 1029:at 1007:at 873:doi 246:MIT 1456:: 1397:. 1367:. 1342:. 1317:. 1286:. 1260:. 1235:. 1209:. 1183:. 1158:. 1133:. 1109:. 1084:. 1055:. 1051:. 981:. 956:. 945:^ 928:. 903:. 879:. 867:. 842:. 813:. 789:. 743:. 719:. 695:. 665:. 654:^ 638:. 394:. 300:. 272:. 236:. 228:, 177:, 173:, 169:, 165:, 161:, 157:, 153:, 1409:. 1383:. 1353:. 1328:. 1302:. 1272:. 1246:. 1220:. 1195:. 1169:. 1144:. 1119:. 1094:. 1069:. 992:. 966:. 939:. 913:. 889:. 875:: 852:. 828:. 799:. 753:. 729:. 705:. 680:. 648:. 222:, 96:) 85:)

Index


Shalini Kantayya
documentary film
Shalini Kantayya
2020 Sundance Film Festival
Joy Buolamwini
Deborah Raji
Meredith Broussard
Cathy O’Neil
Zeynep Tufekci
Safiya Noble
Timnit Gebru
Virginia Eubanks
Silkie Carlo
National Geographic
UC Berkeley Graduate School of Journalism
algorithm
Weapons of Math Destruction
artificial intelligence
machine learning
Ted Talk
MIT
Joy Buolamwini
facial recognition systems
US Congress
Algorithmic Justice League
facial recognition systems
2020 Sundance Film Festival
virtual cinemas
Netflix

Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.

↑