Ukwazisa: Indlela Ubuxhakaxhaka Ne-ai Ezilungisa Ngayo Ucoselelo Lwabemi

Inkqubo yobulungisa belizwe ikudala iphawulwa ziinkqubo zobulungisa bemipu ezinzima, iinkundla zezenkqubano, kunye nokulibaziseka okuphazamisayo abachaphazelekayo kunye noogqirha ngokufanayo. Noko ke, kwiminyaka elishumi edluleyo, ubugcisa kunye nobuchule bokwenziwa buqalisile ukutshintsha indlela iinkundla ezisingatha ngayo iimpikiswano zamakhaya. Ukusuka kwiinkqubo zenkcubeko zemipu eziphelisa iingxelo zezixhobo zezixhobo ze-Al enokuthi zixele iziphumo ngeziphumo ezithe ngqo, ezi zihlahlela iziphumo ezikhoyo, ezi zinyuka, iindleko, kunye nokwandisa ukufikelela kwimithetho esesikweni. Kodwa indlela yokuzinziwa ngokupheleleyo yimiqobo, ukuchasana kwezixhobo zokulinganisa amanani okukhoyo okufuneka zichazwe ngokufanelekileyo ukuze ziqinisekise ukulunga. Le ngxelo iziphumo zezobugcisa zale mihla, ihlola iinzuzo neengozi zazo, kwaye ikhangele phambi kokuba kubonakale oko kuvela kwimibangonzo.

Ukudityaniswa kolawulo lomthetho nolawulo lweNkundla

Igalelo lokuqala nelona libonakalayo lenguqulelo yobugcisa kwiinkundla zamakhaya luguqulo ukusuka kwiphepha ukuya kulawulo lwetyala lamanani. Iinkqubo ze-electronic seapt (e-ifilfire) ngoku zivumela amagqwetha kunye nezinikezeli-zibonelayo ukuba zinikezele amaxwebhu kwi-intanethi, zinciphisa imfuneko yokuhamba-hamba ngokoqobo kwindlu yenkundla. Ezi nkqubo zidityaniswe ne-software elawulayo egcina ixesha, iimvo, kwaye zigcine i-electronic epheleleyo. Kubaphathi benkundla, iingenelo, iimpazamo ezithenjiswe ngokukhawuleza, kunye neendleko ezisezantsi zogcino. Kubantu bonke, ukufikelela ngoluvo lwamanani kuthetha ukuba bajonge imeko kunye namaxwebhu akude, ukusetyenziswa okubalulekileyo kwiindawo zasemaphandleni okanye abantu ngabanye ngemibandela yokuhamba.

Ukudada kombane nenkonzo yolungiselelo

I-e-film iye yaba ngumgangatho kwimiqathango emininzi. I-Platforms njenge PACER (Ingeniso ecacileyo kwi Court Electronic Recorders) kwiinkundla zorhulumente e-U.S. okanye iHMCTS Reform Programme eNgilani naseWales ilungelelanise indlela. Ezi nkqubo zangoku zihamba ngaphaya kokubekwa ngokulula: ziqinisekisa iifomati zoxwebhu, zikhangela ugqibeko, kwaye ngokuzenzekelayo indlela yokungena kwijaji echaphazekileyo okanye icandelo. Umsebenzi we-electronicture wenkqubo, owakha walinganiselwa ekuvumeni amaqela, ngoku umiselwe ngoku ngemithetho yenkundla. Oku kunciphisa ukulibazisa nokusetyenziswa kwenkonzo yesithethe.

Iibhodi eziqhawukayo zolawulo lomzekelo oludityanisiweyo

Iinkundla ngoku zisebenzisa iibhodi ezidityanisiweyo ezinika ii-alytics zokwenene ngexesha lokwenene kwimiqulu yamatyala, imigangatho yokuhlalisa, kunye nomsebenzi wobulungisa. Ezi zixhobo zivumela iinkokeli zenkundla ukuba ziphawule iibhotile zebhotile, ulwabelo, kunye nomsebenzi wokulinganisa. Umzekelo, amanye amagunya asebenzisa imodeli ezixelwa kwangaphambili kwimicimbi yeflegi enokuba ntsokothileyo, ukuze aphumeze ungenelelo lwangaphambili lwezomthetho. Ulawulo logcino-data oluzinzileyo luphucula ubuchule benkundla yonke inkundla kwaye lunceda ukunciphisa umgangatho ophakathi obethwaxakeka zii-dokisi ezininzi zamakhaya.

Izigqibo zempikiswano kwi Internet: Ukuzisa iinkundla kuMsebenzisi

Ugqibo lwezigqibo kwikhompyutha (ODR) luye lwavela njengenye yezona zicelo zobugcisa ezitshintshayo kwisivumelwano sabemi. I-ODR isusa amaqondo amaninzi eempikiswano kwinkundla ephathekayo kwaye ibe kwimekobume ekhuselekileyo kwi-intanethi. Imigudu yangaphambili ijoliswe kwizinto ezifunwayo nezingalinganiyo, kodwa ubugcisa buye banda ukuquka umthetho wentsapho, iimpikiswano, kwanenye intengiso. I-COVOVID-19 yesifo sokufumana ulwamkelo olukhawulezileyo, njengoko iinkundla kuyo yonke indawo zifuna iindlela zokuqhubeka nemisebenzi ngoxa zihlonela imigaqo yempilo kawonke.

Indlela IODR Esebenza Ngayo

Ii-ODR zohlobo lwe-Plut enika inkqubo elandelelanayo: okokuqala, amatheko atshintshisana ngenkcazelo kunye namaphepha akwindawo ekhuselekileyo; ngokulandelayo, azama ukulungiselela ukunxibelelana okanye ukukhupha iziphumo ze-media kunye neqela lesithathu elingathathi-nxaxheba; ukuba akukho sivumelwano sifikelelwayo, iqonga lingakhula lifikelele kwisigqibo sokwandiswa okanye isigqibo esibotshwa ngumgwebi, ngokufuthi ngenkomfa yevidiyo. Amaqonga amaninzi afaka izixhobo ezisekelwe kwi-AIIP zokunceda amaqela avavanye iindawo, avelisa izibonelelo, okanye ade ade axele neziphumo ezinokwenzeka. Imizekelo iquka i-Modria (isetyenziswa kwimiba eliqela le-U.S.) namanqaku eBritish Columbia Colustration Tribunal, aphatha izikhankam ezincinane kunye nengxoxo ze-combinium ngokupheleleyo kwi-intanethi.

Iingenelo Nesithintelo SeODR

I-ODR inciphisa ixesha nenkcitho enxulumene nokuhamba, ukulinda, nokuvela kwenkundla. Ikwanciphisa ubushushu beemvakalelo beempikiswano ngokuvumela amaqela ukuba anxibelelane ngokungenanjongo. Noko ke, i-ODR ayifanelekanga kuzo zonke iimeko. Ubalo oluntsonkothileyo olubandakanya ukufunyanwa okuninzi okanye imiba yokungqinelana isenokufuneka kwiingxoxo zobukho bemali. Ngaphezu koko, ulwahlulo lwamanani luthetha ukuba ii-ligigzi zolu ngaphandle kokufumana i-intanethi okanye ukufunda ngamanani lungathembekangaxhomekekanga. Iinkundla kufuneka zinike iingongoma ezinokufikelela kwezinye iindlela, ezinjenge-kiosk kumathala encwadi okanye kwiinkundla zenkundla, ukuqinisekisa ukuba i-equity.

Ubuntlola obenziweyo kuphando olusemthethweni nohlalutyo loxwebhu

Mhlawumbi eyona ndlela inegalelo kakhulu ekusetyenzisweni kwe-Al kwizivumelwano zamakhaya kukuphanda ngokusemthethweni nokuhlola uxwebhu. Uphando oluqhelekileyo olungokwasemthethweni lufuna ukuchonga ngezandla ngomthetho wetyala, imimiselo, kunye nemimiselo – inkqubo enika ixesha elilinganayo kwanakwiingcaphephe ezinamava. Izixhobo zophando lwasemthethweni, ezifana ne-ROSS Intelligence okanye i-Casetext’s CARA, sebenzisa inkqubo yolwimi lwendalo (NLP) ukuqonda iimpendulo ezifanelekileyo kwimizuzwana. Ezi nkqubo zifunda ngokuziphatha komsebenzisi kwaye zinokungahoywa ngabaphandi babantu abasemagunyeni.

I-E-Diversity e-Ai-Ai

Kukuhlaziywa kwabemi, iqondo lokufumana lingaba yeyona nxalenye ibizayo nesebenzayo engundoqo yetyala. Izixhobo zobuchule ezigunyaziswa yi-Al zisetyenziswa ngu-Al zisebenzisa umatshini ufunde ukudibanisa, ukubeka imilinganiselo ephambili, kunye nokuhlola umqulu omkhulu wamaxwebhu e-elektroniki. Eyaziwa njengohlalutyo oludiweyo (LAR), le nkqubo ingenza uncitshiso ngexabiso lama-50-80% ngexesha ukulondoloza okanye ukuphucula ucoselelo. Imodelitimente zingaqeqeshwa ukuchaza amaxwebhu afanelekileyo, izinto ezixabisekileyo, okanye imibaluleka. Iinkundla ziye zaya kulwa nangakumbi ukuthembeka kwe-Tar, ngemimiselo emininzi ehamba phantsi kwemithetho ye-Covil Procured.

Isivumelwano esizenzekelayo kunye nohlalutyo loxwebhu

Izixhobo ze-AI zingazihlalutya iisivumelwano kunye namanye amaxwebhu asemthethweni okuchonga amabinzana, iingozi zeflegi, kunye nokukhupha iingongoma ezingundoqo zogcino-lwazi. Umzekelo, inkqubo ingahlola amakhulu ezivumelwano zerenti yokufumana amalungiselelo achasene nomthetho omtsha. Oku kusebenza akusebenzi nje kuphela kwiifemu zomthetho kodwa kwanakubagwebi abafuna ukuqonda ngokukhawuleza iimpikiswano ezintsonkothileyo. Ezi zixhobo azithathi indawo yomgwebo womntu kodwa ngokuphawulekayo zinciphisa ixesha elifunekayo kuhlalutyo loqobo.

Izinto Ezixelwa kwangaphambili: Ityala elingaphambili lifikelela

Abachazi-alytics basebenzisa imbali yogcino-lwazi kunye nemithetho-manani yokufunda umatshini ukuxela kwangaphambili iziphumo ezinokwenzeka zokumangalelwa, ukuhlaliswa, okanye kwanokubhena kwemvo yokubhena. Ngoxa ingcamango yomatshini oxela kwangaphambili isigqibo isenokubonakala ngathi iyayimfihlelo, abaphengululi baye bavelisa imizekelo enokuxela kwangaphambili iziphumo kwimimandla efana nomthetho wemisebenzi, inkundla yerhafu, kunye nokungavisisani ngempahla yobuchule obungaphezulu kwama-70% kwezinye iizifundo. Ezi zixhobo sele zisetyenziswa ngamankampani omthetho ukucebisa abathengi ngecebo lokunika ingxengxenga ekuboneleni iziphumo eziyingozi.

Indlela Exelwa Ngayo Iziganeko

Iimodeli ziqeqeshwe kwimimiselo yogcino-lwazi equlathe iimpawu zomba - ezifana nendalo yetyala, ulawulo, ulawulo lomgwebi ngaphambili, kunye neziphumo ezibandakanyekileyo. I-algorithm ichaza iipateni kunye nemiyalelo esenokungacacanga kubahlalutyi abangabantu. Ezinye iinkqubo zide zihlolisise umbhalo wembono zenkundla ukufumana iimbono ezinokucaciswa ngokuqiqa okusemthethweni. Umzekelo, imodeli ingafumana ukuba iimbono eziqulathe izivakalisi ezithile ezifana ne "umumcalulo womgwebo" zidla ngokutshintshwa kwimiba eliqhelekileyo kuxhomekeke kwisiphatho.

Izinto Ezifanelekileyo Neziluncedo

Abaxeli-matheki baphakamisa imibuzo ebalulekileyo yemilinganiselo yokuziphatha. Ukuba igqwetha lixhomekeke ekuxeleni ukuba umxhasi usenokuphulukana nemeko, bangakhuthaza ukubuyisana kwanaxa ityala lifanelekile. Ngokuchasene noko, ukuzithemba ngokugqithiseleyo ekuxelweni okulungileyo kungakhokelela ekuchaseni intelekelelo esengqiqweni. Kukwakho ubungozi bekhethe: ukuba ugcino-lwazi lokuqeqesha lubonisa ucalucalulo lwexesha elidlulileyo okanye ukunyanzelisa okungalinganiyo, i-Al ingakhuthaza ezo ndlela. Ukucaca kubaluleke – i-liginssss kwaye abagwebi kufuneka baqonde isiseko saso nasiphi na isixhobo esisetyenziswa kwimeko yabo. Ezinye izifundiswa ziye zabiza "ilungelo lokucacisa" xa ziphembelela ngokusemthethweni.

Iindlebe Ezinesiphumo Nokufikelela Kude Kokusesikweni

Utshintsho lwesifo esingumphunga osiside ukuya kwiindlebe zomgama ophezulu lungqineke lulolona luziinguqu ezihlala zihleli kwimida yabemi. Iplatform efana noKwandisa, amaqela eMicrosoft, kunye neenkqubo zenkundla ezizodwa ngoku zikhombisa iingqungquthela, iintetho zeponti, kunye neemvavanyo zebhentshi. Ngelixesha inkxalabo yokuqala isekelwe kubuchule bobugcisa bomchako kunye nokhuseleko, iinkundla ziphucule ngoku. Imithetho emininzi ngoku inika iimodelidi ze-ibriveyidi, apho amaqela angakhetha ukuvela kumntu okanye kude.

Iingenelo Zeendlebe Zokwenene

Ukuchotshelwa kwetyala kunciphisa ngokuphawulekayo iindleko zokuhamba nokulibaziseka, ingakumbi amaqela namangqina abekwe kude nenkundla. Kwakhona avumela ubhedu oluphangaleleyo ekucwangcisweni, njengokuba abagwebi benokubekela ixesha elifanelekileyo. Kuzo ezizimeleyo, ezibonakala ngevidiyo zinokuba nentelekelelo encinane kunenkundla esesikweni. Uhlolisiso lubonise ukuba iziphumo ezikude azithobi inani lokuhlalisa okanye iziphumo, zivavanya ukucingela ukuba ubukho bomzimba buyimfuneko ngenxa yokusesikweni.

Iingxaki Nendlela Entle Yokuqhelisela

Asizizo zonke iindlebe eziguqulela kakuhle kwimo yenyani. Iimvavanyo ezifuna uqwalaselwa olucoselelekileyo okanye ukusetyenziswa kobungqina obuphathekayo zingachaphazeleka. Iingxelo zobugcisa – uqhagamshelwano olungelulo lwe-Intanethi, ingxolo engasemva, okanye ubunzima bokwabelana ngamaxwebhu – zingaphazamisa imicimbi. Iinkundla ziye zamkela ezona zenzo zilungileyo njengokufuna bonke abathathi-nxaxheba ukuba bavavanye izixhobo zabo kusengaphambili, besebenzisa amagumbi okulinda ukuze bagcine ucwangco, kwaye bavumele ukuphumla ukulwa "Udinwatyo olukhawulezayo" Ukuqinisekisa ukuba ukuva okude kuhambelana nemigangatho efanelekileyo, kuquka ilungelo lokunxibelelana kweligcisa eliyimfihlo, kwakhona kubalulekile.

Ucelomngeni Nobuchule Bokungakhathalelwa

Njengoko iinkundla zamkela izixhobo ezintsha, kufuneka zisebenzise ucelomngeni oluntsonkothileyo lwendlela yokuziphatha, lomthetho nolusebenzisekayo. Idinga lokuphumelela kufuneka lilungelelaniswe nxamnye nomngcipheko wokuthomalalisa amaxabiso angundoqo okusesikweni, ukubonakala ngokuphandle, nokufikelela.

Ugcino - lwazi Nonqabiseko

Iinkqubo zenkundla zamanani kunye ne-ODR zigcina ubuninzi obuninzi bemithetho yobuqu neyoqoqosho. Izixhobo zokutsala zinokuba neziphumo ezibuhlungu, kuquka ubusela besaziso, i-larmmail, okanye i-ovention. Iinkundla kufuneka ziphumeze amanyathelo omeleleyo okhuseleko lwekhompyutha, kuquka ukuvulwa kombhalo ofihlakeleyo, ulawulo, kunye nophicotho-zincwadi lwexesha elizeleyo. Kufuneka zihambisane nemithetho ye-mfihlo efana ne-GDPR okanye imimiselo yorhulumente ecacileyo. Xa kusetyenziswa i-partly AIIMP , iinkundla zifuna izivumelwano zokuqinisekisa ukuba ulwazi alusetyenziswa kakubi okanye alugcinwangalusebenzisi mfuneko.

Imithetho Yokuziphatha Nobulungisa

Iinkqubo ze-AI zilunge kuphela njengokuba ugcino-lwazi lwenkundla luqeqeshwe ngayo. Ukuba ugcino-lwazi lwembali lubonakalisa ucalucalulo lwesizwe, lwezoqoqosho, okanye lobufanasini, i-Al ingandisa ezo ntlobo zahlukeneyo. Umzekelo, imodeli exela kwangaphambili ukuba umngcipheko ongagqibekanga kwi-lipigness ezincinane ungakhokelela kwizigqibo ezingalunganga zebheyile okanye imiqathango yokuthenga ngetyala. Iinkundla kufuneka zinyanzelele ekucaceni kwe-algoric, uphicotho oluthe rhoqo, kunye namandla e-ligigagostars ukuvavanya ingcebiso elinolwazi oluneyo. Ezinye izithuba zimisele "ibhodi zemithetho yokuziphatha esesikweni" ukuphinda izixhobo phambi komsebenzi.

Ukwahlula Amanani

Ukufikelela kubugcisa akwabelwa ngokulinganayo. Abantu abafikayo, abantu abadala nabemi basemaphandle basenokungabi nayo i-intanethi, izixhobo, okanye ukufunda kwamanani. Ukuba aba bantu banyanzelekile ukusebenzisa i-ODR okanye i-e-film ngaphandle kwenkxaso eyaneleyo, bangakhanyelwa ngokunempumelelo ekufumaneni imvume yokulawula. Iinkundla kufuneka zinikezele iindawo zokuhlala: ii-kiosk zevidiyo kumathala eencwadi kawonke-wonke, ukubonakala kwenkundla okusekelwe kwimnxeba kwabo bangenayo kwividiyo, kunye nezikhokelo ezicacileyo. Ukungakwazi ukwenza inkqubo yokugweba ezi-Itie.

Ulawulo Nobulumko Bomntu

Ubuxhakamfuli kufuneka buxhase, hayi buthathe indawo, indima yabagwebi abangabantu. Izixhobo ze-Al ezicebisa izigwebo okanye izindululo ezinconyelweyo kufuneka zihlolwe ngokugweba. Kukho isivumelwano esitsha sokuba i-Al kufuneka isetyenziswe njengesixhobo esincedisayo, ukunikezela ulwazi kunye nokuhlalutya ngexesha ushiya izigqibo zokugqibela kumgwebi onokuthi aqwalasele izinto ezingaqondakaliyo ezifana nokuzisola okanye ukuthembeka. I-Commission's yeSicangca se-Ethical Icense Int in Justicial Systemss igxininisa into yokuba izicelo ze-Albhacio "zihambisana namalungelo angundoqo, ngokukodwa ekunene ekucinyweni ngokusesikweni okulungileyo."

Imilinganiselo Yexesha Elizayo: Oko Kulindelwe Kukugwetywa Kwabemi

Ishumi leminyaka elizayo liza kubona ukuhlanganiswa okunzulu kwe-Al kunye nobugcisa. Ukuqhubekeka kolwimi lokwemvelo kuya kuphucula, kuncede ukusetyenziswa kolwazi oluntsonkothileyo lokuqiqa okusemthethweni. Iinkundla zingasebenzisa "LAYIMMEMPAS" ezinokunceda ukucombulula iingxubusho ngaphandle kongenelelo lomntu – nangona oku kusaqhubeka kudityaniswa. Ubugcisa beblockchain bungasetyenziswa ukuqinisekisa uxwebhu kunye nezivumelwano ezikrelekrele ezithi ngokuzenzekelayo ziphumeze iindawo zokuhlala. Inyani inyani ivumela amangqina ekude ukuba anike ubungqina obuchanekileyo. Kwangaxeshanye, kuya kunyuswa umgaqo. I-American Bar Bay Association kunye neminye imibutho ikhula imithetho yemodeli yokusetyenziswa kwe-IIA ngokusemthethweni.

Ukufunda Okuqhubekayo Nokuzivumelanisa

Iinkundla kunye nezifundiswa zomthetho kufuneka zivume ukuqeqeshwa ngokuqhubekayo. Ubugcisa buguqula ngokukhawuleza kunokuba zinjalo iinkqubo zomthetho ezininzi zinokutshintshwa. Ukuphuhliswa kobuchule bendlu ukuvavanya izixhobo ezintsha, ukuqonda iintsilelo zazo, nokuqinisekisa ukuthobela imithetho esesikweni kubalulekile. Izikolo zoMthetho ziqalisa ukubandakanya izifundo zobugcisa obusemthethweni, kodwa iinkqubo zemfundo eziqhubekayo zezemfundo esemthethweni kufuneka zicombulule le miba. Injongo ayikokuguqula abagwebi babe ngabenzi benkqubo kodwa ukuzixhobisa ngolwazi olufunekayo ukuphatha i-AIP.

Isiphelo

Ubuxhakaxhaka kunye nobuchule bokwenziwa butshintsha umgangatho wesithuthi sabemi. Abalawuli betyala lamanani, isisombululo sengxoxo ye-intanethi, uphando olunamandla e-Al, uphando olukhawulezileyo, kunye nokuva okuzizo kunikela iinzuzo ezineenkcukacha kwimpumelelo, ukucuthwa kwexabiso, kunye nokufikelela. Kodwa ezi zixhobo zivela nomngcipheko wokwenene: ukwaphulwa kogcino-lwazi, uqhaqhotho lwemithetho-siseko, kunye nokufikelela okungalinganiyo kusongela ukuthoba kanye ubulungisa abazimisele ukubuphucula. Indlela engaphambili ifuna ulawulo olunobuchule, ukukhaphela, nokuzibophelela ekulawuleni abantu. Ngokuphendula ezi ntloko, iinqobo ziyakwazi ukuphatha ngokukhawuleza, imbonakalo elungileyo, efikelelekayo, nokufikelela kwesigwebo kubo bonke.

Ukuqhubeka ufunda, uphengululo lwelizwe lweZiko leNkundla yeBhunga leRhulumente kubugcisa basenkundla , iNkundla yamaGophe yamaLungelo oluntu kwiGatya lesi-6 kunye nobugcisa, kunye neZiko loMthetho we-Georgography we-AII kunye noMgalelo we-Dinjini. Njengokuba ezi zixhobo ziguquka, ukuhlala zithenjiwe kuyacingela nabani na obandakanyekileyo kwinkqubo yokugweba yemithetho yamakhaya.