Impembelelo Ekhulayo Yogcino - lwazi Kulawulo Lweziko

Ukuchotshelwa kweemeko zomthetho kudala kusebenza njengobume basekuhlaleni, kulungiselela iphulo apho abaququzeli bomthetho bemibuzo yamangqina, bahlolisisa iinkqubo, kunye namaziko okuphendula. Ngokwesithethe, oku kuthethwa kweendlebe kwakuxhomekeke kakhulu kubungqina obulungisiweyo, ii-aecdotes zobuqu, kunye nengqiqo yemiqathango yoorhulumente abanolwazi oluphezulu. Noko ke, ukudumba kwenkcazelo yezobugcisa kunye nokuphuhliswa kwezixhobo zomthetho kuguqulele ngokuchanekileyo le ndawo. Namhlanje, ulwazi alungongezeli nje kuphela kwinkqubo yokuva; lusiseke esingakumbi apho ukubuza ngempumelelo, ukwenza izigqibo, kunye nokutshintsha inkqubo ehlala ixesha elide kwakhiwe. Ngokuguqula amanani amanani asebenza ngendlela esebenzayo, ugcino-data kunye neenkcukuthulo olunamandla ukuze luhambele ngaphaya komgangatho ophezulu kwaye lubandakanye neengxaki kwiimeko oluntlukuhluphanga olutheneyo, kubungqina obusekelwe kwimo oluthe ngqo, indlela esekelwe kuyo.

Olu tshintsho alukho ngengozi. Urhulumente wengingqi uvelisa kwaye uqokelela ubuninzi obuninzi bolwazi — ukusuka kwizalathiso zezoqoqosho nakumanani empilo ukuya kujongwa kwezobume bemeko-bume kunye nobuchule bokukhusela. Ngoku iikomiti zeBhunga ziyakwazi ukufikelela, ukubuza, nokuthelekelela le nkcazelo ngesantya esingazange sibonwe ngaphambili. Xa zidityaniswe nezixhobo zenkcubeko ezifana nokufuzisela, uhlalutyo, kwanokulungelelaniswa kolwimi lwendalo, ezi zinto zivumela umlinganiselo wokuhlola okungenakucingwa kwisizukulwana nje esidlulileyo. Ngenxa yoko, ukuva kuya kuba nzima, kujoliswe ngakumbi, kwaye kuphumele kwiziphumo ezibonakalayo kuwonke-Merika.

Indima Etshintshayo Yogcino-lwazi Kulawulo Lombutho

Ukuxabisa impembelelo yogcino-lwazi lwangoku ekuvinyweni, kuyanceda ukuqonda izisombululo zembali. Kuphakathi kwenkulungwane yama-20, uphando lwengqungquthela ludla ngokulawulwa kukungaboni kakuhle kobuso kunye neholo yezopolitiko. Ngoxa luphumelela ekufumaneni ingqalelo kawonke-wonke, zazisoloko zingenako ubunzulu obudibeneyo obufunekayo ukuchaza ukungaphumeleli kwenkqubo okanye ukuphumelela kwexesha elide. Ukunyuka kolwazi lwexesha elide kwinkulungwane yoo-1990 kunye no- 2000 kwaqalisa ukutshintsha oku. I-ofisi ye-Akhawunti yeRhulumente (GAO) kunye ne-Congress Congrionaral Becureal Becurive Office (CO) yeSebe le-projective (CBO) iqalisa ukuvelisa iingxelo ezithe kratya ezithe kratya ezinokukhankathayo zolwazi ngexesha lokuva. Kodwa ukuphumelela kolwazi olukhoyo, ukufumaneka kwe-omcul-om, kunye noodmistdiography, namhlanje, ikomiti ediograph yokwenziwa ye-ographic.

Le ndaleko iguqule uhlobo lombuzo. Endaweni yokubuza ngesizathu esivulekileyo, imibuzo jikelele efana "Kutheni le nkqubo isilela?", abaququzeli bomthetho bangabuza ngoku ngqo, imibuzo esunguliweyo yogcino-lwazi njenge "Iipesenti eziyi 14 zinyuka njani kwiSithili 3 zithelekise nomlinganiselo wesizwe, kwaye ziziphi izenzo zokulungisa ezithatyathweyo? Amandla anjalo okunika ubungqina obucacileyo kwaye athintele ukubhadula. Ngaphezu koko, ugcino-lwazi luvumela iikomiti ukuba zilandelela indlela elandelelana ngayo ngexesha elithile, ukuthelekisa ukusebenza kwangoku kunye nabaxhasi bembali okanye abameli abafana nayo. Isiphumo sisiphumo siyindlela elula, eqwalathisweyo, kwaye ijongene macala.

Ugcino-lwazi lukwanceda ukulungiselela ukuva. IiKomiti ziqinisekisa ukuba uphando lophando lweziko loluntu kunye nohlalutyo lwe-data phambi kokuba zicwangcise ukuva. Ezi zihlolo zingaphambili zichaza iindawo ezingundoqo zengxaki, zibalaselisa abakhankanyi, kwaye zicebisa imigca yokufuna. Abasebenzi basebenzisa iibhodi ezinqamlezileyo ukuzoba phakathi kwegalelo lenkqubo kunye neziphumo, ukuqinisekisa ukuba udweliso lwezimvo lusekelwe kwizinto zokwenene kunokuba lube luncedo kwezobupolitika. Ngale ndlela, ugcino-data luguqula iindlebe ukusuka kwimiboniso enika amandla, uphando olusekelwe kwiziphumo zobungqina.

Iintlobo zogcino-lwazi kunye nezixhobo zobuxhakaxhaka ezisetyenziswayo

Umlinganiselo wogcino-lwazi olusetyenzisiweyo kwiintlanganiso zale mihla uphangalele ngendlela ephawulekayo. Lulinganisa iirekhodi zemali, amanani asebenzayo, uphando loluvo lukawonke-wonke, imilinganiselo yemekobume, kunye nokugada ixesha lokwenene yokondliwa. Ngeli ngezantsi zizinto ezithile ezisetyenziswa kakhulu, kwakunye nemizekelo yendlela ezinika ngayo ulwazi lokulungiselela nokubulala.

Inkcitho yemali nohlahlo lwabiwo-mali

Uluvo ngalunye oluchaphazela ukuchithwa kwenkcitho yoqingqo-mali yeSebe loLawulo loNyaka olunenkcukacha. IiKomiti zihlalutya uhlazo ngokuchasene nolwaleko, iiphawulo lwemikhondo, kwaye zithelekise iziko lokusebenzisa iipateni kwiminyaka emininzi edlulileyo. Umzekelo, ngexesha lokuva ekufumaneni intengo yokhuseleko, abasebenzi bangahlola iinkcitho zomgca ukusuka kumboniso woqingqo-mali lweSebe lokhuselo, ukunqamleza kwazo ngemijelo yenkqubo esuka kwiingxelo zeGAYO. Izixhobo ezifana ne-CBO's projectssssssssssss acription kunye ne-MaX sysy sibonelelo sinika imali eninzi yogcino-lwazi olunokudityalwa ngonyaka, inkqubo, okanye ummandla womhlaba.

Ugcino-lwazi lwenkqubo kunye nokusebenza

Izicelo ezifana neGAO kunye neNkonzo yophando yeKhompathimente (CRS) zivelisa amakhulukhulu eengxelo nyaka ngamnye ezivavanya ukusebenza kweenkqubo zikarhulumente. Ezi ngxelo ziqulethe iziphumo ezibalwayo ezifana nemilinganiselo yempazamo, imilinganiselo yokulungelelanisa ixesha, kunye nesiphumo se-metrics. Ngexesha lokuchonga inkqubo yemfundo, umzekelo, amalungu ekomiti angakhankanya i-National Assession of Educational Procesment (NAEP) ecaleni kweziphumo ze-GAO ekusebenziseni i-GO Impumelelo. Uvavanyo lwenkqubo lunceda abakhi bomthetho bahlule phakathi kwemigaqo yemfundo esebenzayo nabo bafuna utshintsho.

Ugcino-lwazi lwexesha lokwenene kunye noHlola

Kwixesha lemisebenzi karhulumente eqhubekayo, imijelo yogcino-lwazi yexesha lokwenene iyimfuneko. Kukujonga iimpendulo zentlekele, iikomiti zingasebenzisa iibhodi zokuphaphamisa ze-FEMA ezibonisa ukubekwa kwemibhobho yemeko ekhoyo, uhlolo lomonakalo, kunye ne-data yemozulu kufuphi nexesha lokwenene. Kwimeko zempilo, umkhondo wedata yeCDC'C-19 unike abaquququzeleli bemeko, amanani okufakwa esibhedlele, kunye nokugonywa kwemijelo ngexesha lokuvakala ngokulandelelana. Ugcino-data olunjalo luvumela abaphathi-mthetho ukuba bacinezele abaphathi-mikhosi kwiimeko zangoku kunokuba baxhomekeke kwiingxelo zoxanduva.

Iimbono Zoluntu Nenkcubeko

Ukuvavanya impembelelo yemigaqo-nkqubo kwabaququzeleli, iikomiti ziquka ngokukhulayo uphando kunye neenkqubo zezentlalo ze-intanethi. Ukurhwebela kwimibutho edumileyo efana nePew Research Center kungabonisa ulwaneliseko okanye inkxalabo yoluntu. Ezinye iikomiti ziye zazama ukuhlalutya iimvakalelo kumagqabaza kawonke-wonke anikelwa ngexesha lokwenziwa kolawulo, zikhupha imixholo eqhelekileyo. Nangona zingengomnye othabathela indawo ubungqina obungqalileyo, lo mbandela unika umongo weziphumo zokwenene zehlabathi zomthetho kunye nezenzo zolawulo.

Izixhobo Zokukhangela kunye Nentelekelelo

Ugcino-lwazi luluncedo njengezixhobo eziluchazayo. Iikomiti zisebenzisa uludwe lwe-software, ukusuka kuhlalutyo olusezantsi ukuya kumaqonga athile akhethekileyo anjenge Tableau, u-Power BI, kunye ne-SAS ukwenzela ukufuzisela uludwe lwezibalo. Ukwenziwa kogcino-lwazi olubonisa izinto ezikhoyo — iitshati, iimaphu, kunye neebhodi ezinqamlezileyo — kuye kwaba yinto ephambili ekulungiseleleni ukuva. Okubonakalayo kuvumela abenzi bomthetho ukuba baqonde izinto ezintsonkothile ngokukhawuleza nokunikela ubungqina obudidaliweyo ngexesha lokubuza. Ngaphezu koko, udityaniso lwe-algoritis ziqala ukunceda ngohlalutyo loxwebhu, ukufumisa iingongoma zedata ze-corporalum okanye ukuva iipanethi zomsebenzi omkhulu.

Iingenelo Ezimangalisayo: Indlela Abanemizimba Eneengcongconi Abayiphucula Ngayo Imiphumo Yokuva

Ukudityaniswa kogcino-lwazi kunye nokuxinaniswa kwesandi kunika iinzuzo ezine ezingundoqo: ukuphucula ucoselelo, ukuphuculwa kobuchule, ukubonakala okungaphezulu, nokwenza izigqibo ezithe kratya. Nganye kwezi negalelo kumsebenzi wobuveleli osebenzayo.

Ucoselelo Olunyusiweyo

Ugcino-lwazi lunciphisa ukuxhomekeka kubungqina obungaqinisekiyo kunye nokungqinelana. Ngexesha lolwazi lwe-2023 olukwimeko yekhompyutha enxulumene nolungiso lwekhompyutha, umzekelo, abasebenzi bekomiti basebenzisa idata yengxelo esuka kumbutho wesizwe ukuchonga izithuba ezithile kukhuselo lwenethwekhi, kunokuba baxhomekeke kubungqina obuqhelekileyo bombutho. Ugcino-lwazi lubonise ukuba iipesenti ezichaphazelekayo zalityalwa nge-avareji yeentsuku ezingama-47, isibakala esakhokelela ngqo ekulungiseni umthetho. Ucoselelo kwakhona kuqikelelo lwexabiso: ngokuvavanyanisa idata, ikomiti ingabona amagqabathi aphezulu okanye ugcino-mali olufunekayo ekuhloleni. Ugcino-lwazi oluchanekileyo lweziko lwenzalo lwenza kube nzima kakhulu ukulahlekisa okanye ukulahlekisa i-okcate.

Ubuchule Obuphuculiweyo

Ixesha lixabisekile kwintlanganiso yokuphulaphula, apho ilungu ngalinye linokuba nemizuzu emihlanu kuphela yokubuza amangqina. Uhlalutyo logcino-lwazi lwangaphambi kokuva luvumela abasebenzi ukuba baphawule ezona zinto zibalulekileyo ngaphambili, ukuze baphephe imibuzo ejoliswe kwaye ithintele imigca edityanisiweyo efuna ukubuzwa. Umzekelo, ikomiti ehlola ukukhotyokiswa yi-opioid esetyenziswa ukusetyenziswa ngokugqithisileyo kogcino-lwazi lokufa kwiCDC ukuchaza ubalo lwemibalo ngenani eliphezulu kakhulu. Kunokuba ibuze imibuzo jikelele ngemicimbiso yesizwe, amalungu angabuza iDimojem-EnFroctive Adminiment malunga nezenzo ezithile ezithe ngqo kwezo phawu zishushu. Oku kujoliswe kuchaza impembelelo yomzuzu ngamnye wexesha lokuva.

Ukukhanya Okungaphaya

Ukwenziwa kogcino-lwazi kunye nogcino-lwazi lukawonke-wonke kwandisa ukubonakala kwenkqubo yokuva. Ngoku iiKomiti zipapasha iingxelo zedata ezibuyisele emva kunye nemizobo edibeneyo ecaleni kwezaziso zokuva. Ii-website ezifana neKhonklare.gov kunye namanxuwa ekomiti zivumela uluntu ukuba lujonge ukuthobela ugcino-lwazi kunye nobungqina. Xa iindlebe ziqukuqela ngenkcazelo egqithisiweyo — umzekelo, itshati ebonisa ukunyuka kokunyuka kobungakanani bemiciko ngaphandle kobungqina beCEO — ababukeli banokulandela ukuqiqa kobuphigociso ngexesha lokwenene. Oku kuvula imbonakalo yokuba abaquququzeleli bomthetho bakholose kubo kubungqina obuchanile kunokupheliswa kwezobupolitika.

Ukwenziwa kwesigqibo ngolwazi

Ekugqibeleni, injongo yayo nayiphi na indlebe kukwazisa inkqubo. Iinkqubo zogcino-lwazi ezichaphazelekayo zinikela isiseko esingqongqo sobungqina besenzo sowiso-mthetho. Ikomiti eqwalasela umgaqo omtsha wokusingqongileyo ingamisela iziphumo zezoqoqosho zemiqathango eyahlukeneyo yokukhupha i-EPA, ize isebenzise ezo zixelo kwimithetho ejoliswe ecetyiweyo. Ngokufanayo, iindlebe kwimigaqo yerhafu zisoloko zixhomekeke kwimfaniso yengeniso ye-CBO phantsi kwemeko ezahlukeneyo. Ukuva kogcino-lwazi-lwazi lungavelisa iziphelo ezinokungafikelelekiyo ngokuchasene nocelomngeni olusemthethweni nolwezobupolitika, kwaye zandisa amathuba okuba imithetho ephumele kwezinjongo zayo.

Uvavanyo lwemeko yehlabathi lokwenene

Ukuze ubone indlela eluncedo ngayo inkcazelo ekuviweyo, khawuqwalasele imizekelo emithathu yakutshanje equka imimandla eyahlukahlukeneyo yezopolitiko.

Uphando lwe-COVID-19: Ugcino-lwazi kuMzindi wokuQinisekisa

Ngexesha lobhubhani, iNdlu Yokukhetha Ilungu leKhawulo leKhoramente elisezantsi kwiCoronavirus Crisile esebenzise ugcino-lwazi olusuka kwiCDC, kwiSebe lezeMpilo neeNkonzo Zoluntu, kunye namasebe ezempilo karhulumente ukukhangela ukusasazwa kwemali, uvavanyo, iimpahla, kunye nemichiza yokugonya. Ngokuhlolisisa ukunikezela ugcino-lwazi olusecaleni kwamanani osulelayo osulelayo, ikomiti engaphantsi efumene imali eninzi kakhulu enxulumeneyo. Kwenye i-data ebonakalisa ukuba ingingqi ene-30% ye-posityhekethi yafumana kuphela i-15% yovavanyo olunikiweyo lunokuchaphazelelwe kwiphondo oluchaphazelekileyo. Obu bungqina bukhokelele ekuthulweni kwemali yokwenene kunye nokuqwalathwa kwemali ekufuphi kwemithetho yolwando.

Iindlebe ZeCEO Zobuxhakaxhaka: Ukusebenzisa Ugcino - lwazi Lwentengiso Kwimibuzo

Xa iCEO yeenkampani ezinkulu zobugcisa yanikela ubungqina phambi kweNdlu yeKhompathimente esezantsi yeNdlu yaseMuescape kwi-Antismust, ugcino-lwazi lwasetyenziswa ukubonisa ulawulo lwezorhwebo. Abaxhasi bezogcino-lwazi beququzelela ukudibana kwemali-lwazi ethengisayo kwinkampani yophando ezizimeleyo njenge-e Marketer ne-Matistista, kunye namaphepha angaphakathi. Banikela itshati ebonisa ukuba iplatton enye ilawula i-90% yezibhengezo ze-intanethi kwicandelo elithile. Le nkcazelo ephakanyiweyo ngokomthetho mayelana namandla olawulo kunye noqheliso lwezikhundla. Ukufikelela kolwazi lwezimvo lwangaphakathi kwanikela kwimigudu yomthetho elandelayo efana ne-Invation Innova and Online Act.

Ulawulo Lwemali: Ukufumana Anomalialie Emalini

IKomiti yeBhanki yoNyaka isebenzise ugcino-lwazi olusuka kwiBhunga leMali leMali leFederal Examinical Stunications (FFIEC) ukuhlalutya iindlela zokuboleka imali ngezindlu. Ngokuthelekisa intengo yemali ebolekisiweyo kwiindidi zobuhlanga nobesizwe, ikomiti ibone umahluko obalulekileyo kwiibhanki ezithile. Ebudeni bokuchongwa, ilungu lekomiti liye lanikela imaphu yokufudumeza imbonakalo ebonisa iipaplo ezibomvu kwimimandla emikhulu ye-okthopontine, exhaswa yiminyaka yokubolekisa. Obu bungqina buye babangela ukuba iConsumer Fintealalal Protection Bureaueueueuau Bureau ivuletion elungele ukuphengulula iiproto ezifanelekileyo.

Ukoyisa Iingxaki: Ukuba Wedwa, Ukufunda Nokubhala

Nakubeni iluncedo, ukusetyenziswa kolwazi kwiindlebe zombutho kunezithintelo. Ukulungisa ezi ngxaki kubalulekile ekuqondeni ngokupheleleyo ukubanako ukuchacha.

Ugcino - lwazi Nonqabiseko

Uninzi logcino-lwazi olusetyenziswa ekuchotshelweni luneemvakalelo, kuquka ulwazi lokhuseleko lwesizwe, ulwazi olubonakalayo (PII), kunye ne-data yeshishini ebhadliweyo. Iikomiti kufuneka zisebenzise imiqathango esemthethweni enjenge-Astyle Act ne-Freedom of Information Act (FOIA) xa zifumana kwaye zabelana nge-data. Indlela yokusebenzisa ulwazi olungaziwayo okanye oluvinjweyo, i-data egcina ixabiso lokhuseleko lomntu ngamnye. Umzekelo, i-GAO idla ngokubeka i-aggetleds data yabasebenzi ngaphambi kokuyithobela kwiBhunga. Iinkqubo ezikhuselekileyo kunye neenkqubo zabasebenzi ezikhuselekileyo ziyanceda ekuthinteleni ulwaphulo-mthetho. Noko ke, ingxabano ihlala ikho phakathi kweemfuno zokubonakala nokuzibondayo kunye nembopheleleko yokukhusela i-mfihlolo — umzekelo, i-galelo olukhoyo lwe-ekhompty.

Ugcino - lwazi Oluchanileyo Nengqibelelo

Ugcino-lwazi lungaphosakele, lungagqibekanga, okanye lusetyenziswe ngabom. Ukuxhomekeka kugcino-lwazi olungachananga kunciphisa ukuthembeka kwendlebe kwaye kukhokelela kwinkqubo engalunganga. Iikomiti zinciphisa oku ngokusebenzisa imithombo emininzi ezimeleyo, ukunqamleza ugcino-lwazi, nokucela uxwebhu lwantlandlolo. IGO neCRS zinika uvavanyo olunexabiso elingqongqo. Kwezinye iimeko, iikomiti ziqesha iingcaphephe okanye iinkampani zangaphandle ukuba ziphicothe ugcino-lwazi. Umzekelo, ngexesha lokuva oku ngokweekhawulezi zincwadi, ikomiti zafuna ukuba i-Centies Bureaunity ive i-micrometrics kwaye ngoko idityaniswe nemibutho ezimeleyo ukuze ikwazi ukuqwalasela ukuphakama. Ukuthembeka kukwathetha ukuba cacileyo malunga neemeko, njengempazamo enjengokuxela ii-exinayeye-oxties.

Ukufunda Nokubhala Phakathi Kwabenzi Bomthetho Nabasebenzi

Asilolungu ngalinye leKhonklane okanye abasebenzi balo abaqeqeshwe kwizibalo okanye kuhlalutyo logcino-lwazi. Ukuchazwa kakubi kogcino-lwazi kungakhokelela kwizigqibo eziphosakeleyo okanye kwiingxelo ezithe kratya. Ukuthetha ngale nto, iCongregational Research Service inika inkcubeko efutshane kunye neeprojekthi zokubhala ulwazi. Iikomiti zixhomekeke kuoochwepheshe bolwazi — iingcali, izazi zezoqoqosho, kunye nabanye abahlalutyisi — ukuchaza izinto ezifunyenweyo ngolwimi olucacileyo. Ugcino-lwazi, xa lufeziwe, lungavala umsantsa phakathi kwamanani aluhlaza nokuqonda okunento. Kodwa kusafuneka kuqhubeke ukuqeqeshwa nokuqeshwa kwedata kunye nokuqeshwa kweqela. Ezinye iikomiti ngoku ziqesha abahlalushi beenkcazelo abazinikeleyo, utyekelo olubonakala lukhulayo.

Ukuphepha Ukuxhomekeka Ngokugqithiseleyo Kugcino-lwazi Olunemiba

Ugcino-lwazi lunamandla, kodwa alunakukwazi ukuthatha yonke into. Amabali abantu, umongo owenziweyo, namava asemhlabeni nawo abaluleke kakhulu ekubopheleleni. Ukuxhomekeka kakhulu kumanani kungakhokelela ekungahoyini oothunywashe abangelulanga, abafana nokuziphatha kwisebe lesizwe okanye amava aphilayo omxhasi weengenelo. Oku kudibanisa ngokunempumelelo ugcino-lwazi nobungqina obubonisa imbali. Umzekelo, ukuva kononophelo lwempilo lwamava angadityanisela ixesha ukusuka kwiVeterans Health Administration kunye nebali lobuqu lomntu olindileyo olinde iinyanga zokumiswa.

Ikamva: IAI, Ukufunda Ngoomatshini Neentsholongwane Ezithelekelelwayo

Umda olandelayo womva we-data ubandakanya ubuntlola bokwenziwa kunye nokufundwa komatshini. Obu bugcisa buthembisa ukusetyenziswa koomatshini abazenzekelayo abaninzi bemiba emininzi yohlalutyo logcino-lwazi nokunika ingqiqo engaphaya kwamandla omntu.

Impinda yoxwebhu ezenzekelayo kunye nokukhutshwa komxholo

Ngexesha lophando olukhulu, iikomiti zingafumana izigidi zamaphepha. Izixhobo zokulungisa ulwimi lwendalo ezinamandla e-A zingavavanya la maxwebhu ukuchonga imixholo engundoqo, ulwalamano, kunye neepateni. Umzekelo, ekuphulaphuleni urhwebo ngaphakathi, ukufunda umatshini kungasetyenziswa ukuhlalutya ii-imeyili kunye neengxelo zorhwebo ukufumanisa unxibelelwano olukrokrelekayo oludityaniswe nentsebenziswano yentengiso. Oku kunciphisa kakhulu ixesha abasebenzi abalichitha befunda amaxwebhu kwaye kuwavumela ukuba ajonge kobona bungqina bubalulekileyo.

Ukuxela imodeli yoMgaqo-nkqubo

Iimodeli zokufunda oomatshini zingafana neziphumo zomthetho ocetyiswayo ngaphambi kokuba umiselwe. IiKomiti zingasebenzisa ii-asethi ezithelekelelayo ukuqikelela indlela utshintsho kwimali yemali yeMedicare oluya kuchaphazela ngayo ukuvalwa kwezibhedlele kwiindawo ezisemaphandleni, okanye indlela irhafu yekharbon engawaphembelela ngayo amaxabiso ombane. Nangona le mifanekiso ingagqibekanga, zinikela uludwe olubalulekileyo lwemiqathango enokuthi yazise ingxoxo kunye nemigaqo yezobugcisa eluncedo.

Uhlalutyo lwesigwebo nobandakanyeko lukawonke wonke

Izixhobo ze-AI zingawahlalutya amagqabaza kawonke-wonke, amasebe eendaba, kunye namanqaku eendaba okubonisa indlela ovakalelwa ngayo kwinkupho ethile. Oku kunganceda iikomiti ziqonde ukuba ziziphi iinkalo zomgaqo othile eziphi na eziphikisanayo okanye ezithandwayo. Noko ke, iingqwalasela zemilinganiselo yokuziphatha — ezifana nokuxhatshazwa nge-bot okanye i-aximp — kufuneka zisetyenziswe ngenyameko. Inkonzo yophando yeKhompathi-nteli iye yakhupha iingxelo zokusetyenziswa kwe-AIP kubaphathi be-[, igxininisa imfuneko yokukhankathela nokusetyenziswa kwe-algamenti.

Iingxaki Zobungcaphephe Nezolawulo

Njengokuba iikomiti zimkela i-Al, kufuneka balwe nemibuzo yokuba ngabakhethe, abamele baphendule, kunye nokuba ne-data. I-algorithm echasene namaqela athile ingakhokelela ekujongeleni okunempazamo. Iikomiti kufuneka zivelise izikhokelo ezicacileyo zokuba kufuneka zisetyenziswe nini kwaye njani ukusebenzisa i-Al, ziqinisekise ukuba izigqibo zisezandleni zomntu. I-Ofisi ye-APURENT ipapashe i- umsebenzi wesahlulo se-IIIIIF [i-FLT] [ikomiti ezinokuzivumelanisa.]

Isiphelo: Ukwakha ulawulo oluxhotyisiweyo logcino-lwazi

Ukusetyenziswa kogcino-lwazi kunye nokusetyenziswa kwezixhobo zokulwa nokuchanabeka sele kuphucule ukusebenza kwendlebe zombutho, kwaye le nkqubela iyakukhawulezisa. Ukusebenzisa ngokupheleleyo oku kunokwenzeka, iBhunga kufuneka lifakelele kwisiseko sogcino-lwazi, ingqeqesho yabasebenzi, kunye nemigaqo yemigaqo-nkqubo esesikweni. Iikomiti kufuneka ziqhubeke zisebenzisana namaqumrhu axhasa iingqikelelo njengeGO neCRS, ngelixesha kwakhona ukuphanda kunye namaqumrhu emfundo kunye nemibutho yophando oluzimeleyo. Usukelo olupheleleyo luyinkqubo yokuvelela engeyo nje kuphela esekelwe kwizinto ezikhoyo kodwa ikwanentlukwano ezingakumbi kwiimfuno zabantu baseMerika. Ngokunxibelelana, iingqungqungquthela zinokuqinisekisa ukuba iimvo zazo azingonwabi nje kuphela kodwa azizizo inkqubela yolwazi olunamandla kodwa neenkqubela.

Ukufundwa okubhekele phaya kwizixhobo zogcino-lwazi-lwazi olunempembelelo, bona i-GAO's ophambili kwiphepha le-Analytics kunye ne [FLT] CBO's zezixhobo zoqingqo-mali zedata . Uqwalaliso oluneenkcukacha lwendlela iCantenal Homend Secut and Government Affiaits ezisebenzisa ngayo ugcino-lwazi lungafunyanwa kwinyathelo lazo lobuchule [.