{"id":3765,"date":"2017-06-26T07:47:42","date_gmt":"2017-06-26T06:47:42","guid":{"rendered":"https:\/\/morris.cymru\/?p=3765"},"modified":"2023-07-09T21:43:21","modified_gmt":"2023-07-09T20:43:21","slug":"rhagfarn-annhegwch-algorithmau","status":"publish","type":"post","link":"https:\/\/morris.cymru\/cy\/2017\/06\/rhagfarn-annhegwch-algorithmau\/","title":{"rendered":"Rhagfarn ac annhegwch mewn algorithmau"},"content":{"rendered":"<p>Mae Joy Buolamwini yn &#8216;fardd cod&#8217; sydd wedi ymchwilio rhagfarn ac annhegwch mewn algorithmau.<\/p>\n<p>Meddalwedd sydd fod adnabod gwynebau ar gamera ond yn methu adnabod gwynebau croenddu yw&#8217;r enghraifft cyntaf yn ei araith yma.<\/p>\n<p><iframe loading=\"lazy\" title=\"How I&#039;m fighting bias in algorithms | Joy Buolamwini\" width=\"525\" height=\"295\" src=\"https:\/\/www.youtube.com\/embed\/UG_X_7g63rY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>Engrheifftiau eraill mewn lluniau: fe drwsiwyd\u00a0<a href=\"https:\/\/techcrunch.com\/2017\/04\/25\/faceapp-apologises-for-building-a-racist-ai\/\">FaceApp<\/a>\u00a0er mwyn cael gwared \u00e2 phroblem o &#8216;algorithm hiliol&#8217;. Roedd angen i <a href=\"https:\/\/www.theverge.com\/2015\/7\/1\/8880363\/google-apologizes-photos-app-tags-two-black-people-gorillas\">Google ymddiheuro<\/a> am fod eu system wedi tagio dau berson groenddu fel gorilas.<\/p>\n<p>Yn \u00f4l Buolamwini, &#8216;y person sy&#8217;n cael creu&#8217;r system yn cael <a href=\"https:\/\/medium.com\/mit-media-lab\/incoding-in-the-beginning-4e2a5c51a45d\">mewnosod ei barn\/farn<\/a>&#8216;.<\/p>\n<p>Dw i&#8217;n dychmygu y bydd y problemau yn cynyddu tra bod rhagor o systemau dysgu peirianyddol yn cael eu defnyddio, yn enwedig os mae&#8217;r systemau wedi cael ei hyfforddi gyda setiau cyfyngedig o ddata.<\/p>\n<p>Mae&#8217;n debyg y byddan ni&#8217;n gweld achosion o bobl yn methu cael <a href=\"https:\/\/gu.com\/p\/6fzqm\">yswiriant, swyddi a chyfleoedd eraill<\/a>\u00a0oherwydd penderfyniadau gan beiriannau. Wrth gwrs fydd hi ddim wastad yn amlwg i&#8217;r person sydd yn dioddef. Er enghraifft byddai rhywun yn clywed bod e\/hi heb lwyddo i ennill cyfweliad am swydd ond fydd hi ddim yn amlwg bod system wedi dehongi ei CV neu ddata bersonol mewn ffordd ragfarnllyd.<\/p>\n<p>Mae Buolamwini wedi cael sawl profiad personol o ragfarn mewn algorithmau ers blynyddoedd ac wedi ysgrifennu eithaf tipyn o erthyglau am hyn. Yn ogystal mae hi&#8217;n cyfeirio at lyfr o&#8217;r enw <a href=\"https:\/\/weaponsofmathdestructionbook.com\/\">Weapons of Math Destruction<\/a> gan Cathy O&#8217;Neil.<\/p>\n<p>Mae&#8217;r gwaith wedi arwain at fudiad o&#8217;r enw\u00a0<a href=\"https:\/\/www.ajlunited.org\/\">Algorithmic Justice League<\/a> a sefydlwyd gan Buolamwini eleni er mwyn casglu rhagor o achosion ac ymgyrchu dros degwch mewn algorithmau.<\/p>\n<p>Dw i wrthi&#8217;n ceisio deall yr union ddiffiniad o &#8216;ragfarn mewn algorithmau&#8217;.<\/p>\n<p>Fe ges i gyfarfod gyda swyddogion Google yn Llundain sb\u00eal yn \u00f4l i drafod eu polis\u00efau nhw o ran y Gymraeg, nid yn unig mewn rhyngwynebau ond diffygion sy&#8217;n gallu cael eu hystyried fel rhai algorithmig megis statws y Gymraeg ar ganlyniadau chwilio ac o bosib y broses o adeiladu&#8217;r mynegai.<\/p>\n<p>Ydy hyn yn berthnasol i&#8217;r sgwrs am ragfarn mewn algorithmau? Mae <a href=\"http:\/\/www.apdyfrig.com\/2013\/10\/arriva-cymru-a-phroblem-fawr-y-gymraeg-ar-y-we\/\">Rhodri ap Dyfrig wedi s\u00f4n am hyn<\/a>.<\/p>\n<p>Yn y b\u00f4n &#8216;dydy cefnogi&#8217;r Gymraeg yn iawn ddim yn werth chweil yn fasnachol i ni&#8217; oedd ymateb Google. Mae hi&#8217;n bwysig nad ydyn ni&#8217;n ildio i&#8217;r syniad bod angen i ni greu rhagor o gynnwys Cymraeg <em>er mwyn<\/em> cyrraedd radar Google a chwmn\u00efau eraill. Er enghraifft mae creu rhagor o erthyglau Wicipedia ac ati yn Gymraeg yn beth da yn ei hun. Mae Google wedi gwneud digon o arian yng Nghymru eisoes ac wedi mwynhau ffafr llywodraeth San Steffan ac awdurdodau eraill mewn sawl ffordd.\u00a0Dylen ni hefyd cydnabod bod unrhyw &#8216;feini prawf&#8217; o&#8217;r fath megis nifer o erthyglau Wicipedia neu beth bynnag yn hollol, hollol fympwyol.<\/p>\n<p>Beth am feddalwedd yr iPhone (a systemau eraill) sy&#8217;n mynnu &#8216;cywiro&#8217; eich geiriau oherwydd diffyg geiriaduron Cymraeg? Mae s\u00f4n hefyd am yr <a href=\"https:\/\/twitter.com\/jovialjoy\/status\/870713579913101313\">&#8216;exclusion overhead&#8217;<\/a>, yr ymdrech mae&#8217;n rhaid i ddefnyddwyr wneud er mwyn cael meddalwedd i weithio&#8217;n iawn tra bod \u2019na diffygion dal yn y system.<\/p>\n<p>Pa wers y mae plant yn dysgu bob tro mae bysellfwrdd neu brosesydd geiriau yn newid y gair &#8216;i&#8217; ac yn mewnosod &#8216;I&#8217; yn lle yn awtomatig, er enghraifft?<\/p>\n<p>Beth am fformiwla ffrwd Facebook? Pa mor effeithiol ydy systemau fel hyn gyda chynnwys Cymraeg, geiriau Cymraeg, treigladau? Mae hi&#8217;n anodd dadansoddi hyn.<\/p>\n<p>Efallai bod yr <a href=\"http:\/\/marshall.cymru\/2017\/01\/29\/helo-alexa-a-siri-da-chin-siarad-cymraeg\/\">Echo ac Alexa<\/a> yn berthnasol yma er bod cwmni Amazon wedi dweud yn blwmp ac yn blaen bod y peiriant ond yn deall dwy iaith, Almaeneg a Saesneg!<\/p>\n<p>Fyddwn i ddim yn synnu pa tasai pobl yn canfod sawl achos o ragfarn ieithyddol mewn algorithmau o fewn sawl gwasanaeth, &#8216;rhagfarn&#8217; sy&#8217;n gweithio yn erbyn <a href=\"https:\/\/cy.wikipedia.org\/wiki\/Ieithoedd_lleiafrifedig\">ieithoedd lleiafrifedig<\/a> o gwmpas y byd.<\/p>\n<p>Gadewch wybod yn y sylwadau os ydych chi&#8217;n ymwybodol o unrhyw rai.<\/p>","protected":false},"excerpt":{"rendered":"<p>Mae Joy Buolamwini yn &#8216;fardd cod&#8217; sydd wedi ymchwilio rhagfarn ac annhegwch mewn algorithmau. Meddalwedd sydd fod adnabod[&#8230;]<\/p>\n","protected":false},"author":6,"featured_media":3772,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"activitypub_content_warning":"","activitypub_content_visibility":"","activitypub_max_image_attachments":3,"activitypub_interaction_policy_quote":"anyone","activitypub_status":"","footnotes":""},"categories":[98,120],"tags":[40,1024],"class_list":["post-3765","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technoleg","category-y-we","tag-google","tag-joy-buolamwini"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Rhagfarn ac annhegwch mewn algorithmau - Carl Morris<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/morris.cymru\/cy\/2017\/06\/rhagfarn-annhegwch-algorithmau\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Rhagfarn ac annhegwch mewn algorithmau - Carl Morris\" \/>\n<meta property=\"og:description\" content=\"Mae Joy Buolamwini yn &#8216;fardd cod&#8217; sydd wedi ymchwilio rhagfarn ac annhegwch mewn algorithmau. 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