Chitanga Kunzi: Kuwedzera Kwezvinhu Zvisiri Zvepamwoyo

Muzera remirayiridzo mikuru noungwaru hwokugadzira zvinhu, mashoko akawanda akaitwa, akaunganidzwa, uye akaongororwa asvika pamwero isina kumboitika. Kutsvaka kwose kwepaIndaneti, kushandira pamwe kwesocial metwo, kutenga, kutengesa nzvimbo, uye kunyange kuongorora mashandiro ezvinhu zvinoshanda zvinoumba mitauro yemakombiyuta. Hurumende nemasangano anoshandisa mashoko aya kuti avandudze mabasa, vashambadzire, uye vave nechokwadi chokuti nyika yose inochengeteka. Asi maturusi anogonesa kubatsira nokuchengeteka anoparirawo ngozi huru kuva voga voga. Vagari vomunharaunda vanoziva kuti masangano avo, kukurukurirana, uye masangano anosiya nzira inogara iripo kwenguva refu kuti vavandudze mitezo yemitemo yepamutemo.

Chimwe chezvinodikanwa zvikuru zvapamutemo zvinodzivirira hurumende pakutsoropodzwa chinodikanwa. Chibvumikiso, chakabudiswa nomutongi asina kwaakarerekera pahwaro hunobvira, chinovimbisa kuti kuchengetwa kwomutemo hakugoni kupinda munzvimbo dzakavanzika kana kuti kuwana mashoko omunhu oga pasina pembedzo. Ichi chinodikanwa chinoshanda sechinhu chinokosha chezvakavanzika, chakadzika midzi mumazana amakore emitemo yavose, uye chakasimbiswa nemirau yazvino uno seElectronic Communications Infic Act (ECPA) uye dziviriro dzebumbiro remitemo yapamutemo zvakadai seWechina. Zvisinei, sezvo mijambwa yezvokugadzirwa kwezvinhu iri mberi, mubvunzo wezvikodzero zvemakombiyuta (neiwo miraudzo inova yakakwana kurinda kuongororwa kwakapararira neAIUIAISC) uye mamiitiro makuru ehondo anodzoro.

Kugadziridzwa Kwechina Nokuva Woga Kwemadhigirii

Kubva Pakutsvaka Zvinhu Zvenyama Kuenda Pakutsvaka Madhigirii

Gemende yeChina inodzivirira pa “nzvero isina mufungo nehosha” uye inoda zvibvumikiso zvakavakirwa pachingabvira, zvikurukuru nokuda kwokunzverwa kwe“ peperson, dzimba, mapepa, uye tapuro.” Kwamazana amakore, iyi dziviriro yakanzwisiswa seyaishandisira nzvimbo nezvinhu zvinooneka. Asi nokukwira kweInternet, kuchengeteka kwematombo, uye midziyo yeserura, zvakaita “mapepa netapuro” zvomunhu zvakakura zvikuru. Nhasi, serura ine mashoko akavanzika akawanda kupfuura eimba yose yakaitwa nechizvarwa chapfuura, mapikichapupu, maza emari, mashoko outano, uye nhau yenhau.

Matare akaziva zvishoma nezvishoma kuti mashoko emitemo akafanirwa nedziviriro yakasimba yebumbiro remitemo. Munhau dzinooneka dzakadai se Riley v. California (2014, Dare Gurusa rakabvuma kuti mapurisa anowanzoda pamutemo wokunzvera chiitiko cheserura kuti asungwe. Mutongi Mukuru John Roberts akanyora kuti “Nhare dzemazuva ano hadzisi imwe nzvimbo inoshandira zvinhu zvinobatsira,” anozviidza kuti“ nzvimbo inochengeterwa zvinhu” youpenyu hwomunhu oga. Chisarudzo ichocho chakaratidza kuti Dare rechina rinofanira kuwirirana nezera remadhisikirwo, uye kuti kudzivirira hakungoderwi nemhaka yokuti mashoko akachengetwa panzvimbo pezvo panzvimbo pepepa.

Dzidziso Yechitatu Inoitwa Kuti Ivepo

Kwamakumi amakore, inonzi “dzidziso yechitatu” yakabvumira kuchengetwa kwomutemo kupinda mumarekodhi anochengetwa namativi echitatu − akadai semabhangi, makambani erunhare, uye vatarisiri vepaIndaneti (panzvimbo yezvibvumirano), parondedzero yokuti vanhu vanogoverana nokuzvidira mashoko namasangano iwayo. Mune iyi pfungwa, hurumende yaigona kuwana mwedzi yemitemo yemitemo yerunhare, marekodhi emari, kana kuti kunyange mashoko enhau dzeemail nenhevedzano yedare bedzi, kwete pamutemo.

Zvisinei, chisarudzo cheDare guru ra2018 mu Carpeent v. United States yakarova zvikuru dzidziso yechitatu yenzvimbo yesero-pakareji. Dare rakaramba kuti kuwanikwa kwemasero eserura emunhu kusingabvumirwi kuti serura kwesero renhau kuve nechemo yemunhu kunonyorwa munhambo yemazuva manomwe yakaputsa Pendement yechina. Chisarudzo chacho chakasimbisa kuti mamiriro enzvimbo akasiyana emunhu edata yenzvimbo (CSLI), miitiro, uye masangano.[1] Chinotonge chinokwanisa kuzivisa kumirira kuringana kwapamhanga, kunyange kana kuti kuchengetwa kunoitirwa necherekedzo yechitatu. Chisarudzo ichi chinobatanidza zvimwe zvimiro zvemichina zvemashandiro, zviziviro zvemichina yemashandiro, kubatanidza mirayiridzo yeguta, mirayiridzo yemirayiridzo yemirayiridzo yetsika yemipimo yeguta.

Nyanzvi dzemitemo nedzinotsigira kuva voga dzinotaura kuti dzidziso yechitatu haifaniri kuramba ichiwanika munyika umo vanhu vanofanira kuvimba nemibato yechitatu inokosha yakadai sekurukurirano, kufamba nengarava, uye kubhangi. Extonic Frontive Foundation (EFF)[FL:1] yagara ichikumbirwa kuti ishandiswe hurumende isati yagona kuwana marekodhi api naapi ezvisaririra zvepedyo zvoupenyu hwomunhu, pasinei zvapo nokuti ndiani akaaiwana.

Kudzivirira Kunoita Vari Kushanda Vari Voga

Chikonzero Chinowirirana uye Chakananga

Chibvumikiso chakanaka chinoiswa pamisengwa miviri yezvisakiso zvinobvira uye zvakajeka. Chisakiso chinobvira chinoda kuchengetwa kwomutemo kupa maidi ayo angatungamirira munhu ane mufungo kudavira kuti ufakazi hwoutsotsi huchawanwa munzvimbo kana kuti chinhu chokunzvera. Iyi miraudzo inodzivisa nhando dzokuredza hove nedzinobvira pamunhu pasina kunyumwira kupi nokupi. Chisakiso chinoraira kuti chiratidzo chirondedzere nzvimbo yacho nenzvimbo yakati kuti zvishandiswe. Iyi murairo inonyanyova yakakomba mukunzvera kwemitengo, apo ukuru hwemashoko hunogona kuva hukuru. Pasina kutemwa chakananga. Chibvumikiso chingagona kubvumira kubatwa kwapamhikira kwakakwana kwenhau yose kana kuti gore, kumidza kuva chakavanzika kwomunhu ari wose anonzvera.

Mitemo yemitemo yematsotsi uye mitemo yakawanda yehurumende inoda kuti mutemo ushande uchishandisa nzira dzokuderedza mashoko pakuongorora kwemadhigirii, dzakadai sokushandisa mashoko anokosha anosefa maseti kana kuti mitauro yemazuva.

Kutarisira Kwokutonga Nokuona Zvinhu Zvakajeka

Vatongi vanofanira kutenderwa namejasitiriti asina kwavakarerekera, kwete mukuru mukuru wamapurisa kana kuti muchuchisi. Iyi nzvero yokutonga inokosha nemhaka yokuti inosuma kunzvera kwazvimirira kweruramiso yehurumende. Kushanda kwekuzivisa kunoitwa murumbidzo kunoitwa chaizvoizvo mumhiko uye kunofanira kubatanidza maidi, kwete bedzi mhosho. Kana mutongi akawana kuti chisakiso chinobvira chinoshaiwa, kurambwa kunomanikidzira kuraira mutemo kuunganidza ufakazi hwakawanda kana kuti kuwana mitoo yokumwe.

Kuona chitarisiko ndechimwe chinhu chinokosha. Mumativi akawanda, murairo unodzosa (ndaza yezvinhu kana kuti mashoko zvinobatwa zvomenemene) inochengetwa nedare uye ingava chinyorwa chavose. Zvisinei, dzimwe zvinyorwa zvemitauro zvinochengetwa nokuda kwenhambo dzakarebeswa, zvikurukuru mukati mokunzvera kunopfuurira. Kudzikamisa kudikanwa kwokuvanza kwapachena nokuzvidavirira kwavose kunoramba kuri denho. Mapoka apamutemo akaita se American Civiliber Liberies Union (ACLU) akasundirwa nokuda kwokujekamurazverwa kwakawanda pamusoro pokunzvera kwemitengidzira, kubatanidza kushuma nguva dzose panhamba kwezvibvumirano zvedare zvinoshanda pamakambani ezvokuongorora uye marudzi emitengo.

Mibatanidzwa Yakawanda Neal: Tyisidziro Itsva Kukuva Woga

Kuwedzera Kwemashoko Nekubatana Kwemashoko

Mitauro mikuru inonatsa uye uchenjeri hwokugadzira zvakawedzera zvinoshamisa simba rehurumende rokuongorora. Panzvimbo pokudenha kunyumwira kumwe, masangano anogona zvino kuunganidza uye kunyora mashoko akakura zvikuru, zvinyorwa zvemari, kutengeserana kwemasangano, mafashoni, mafashoni, uye kunyange vhidhiyo dzinopa vanhu vose zvokudya. Maarusaiti eAI anogona kuvhura mumakomo aya emashoko kuti aone mitoo, kufanotaura mufambiro, uye kubatanidza vanhu nemavara. Nepo unyanzvi ihwo hunogona kuva zvishandiso zvine simba zvokurwisa nayo utsotsi nougandanga, zvinosimudzirawo kutyisa, kuongorora kusingafungidzirwi.

Zvinodikanwa zvinotyisa, sezvinonzwisiswa namagamuchidzanwa, hazvina kufanira kukurukura mapurogiramu makuru anonzvera. Chibvumikiso chaidzoicho chinonanga munhu chaiye, midziyo, kana kuti kaundi. Asi apo hurumende inotenga mashoko enzvimbo huru kubva kumunhu anokamura kana kuti kutsvaira metameter kubva kuvagari vose vemo pasi pepurogiramu inotenderwa nedare rapachivande (sezvakaitwa neNSA muChikamu 215 chePatriot Act), hapana rumbiso runowanika. Mano anovapo pakunzvera, kunzvera, uye kunyumwira mamirioni avanhu pasina fungidziro inorevesa chinangwa chaichoicho chezvinodikanwa.

Matare ava kutanga kurwisana neiyi dzvinyiriro. United States v. Jones (2012), Mutongi Sonia Sotomayotor akanyora nyevero yokuti kubatanidzwa kwemazita enzvimbo yeGPS kwenguva yakati kungagona “kuzivisa mufananidzo wapedyo woupenyu hwomunhu” uye kuti Gadziriro yeChikamu cheChina haifaniri kushivirira mwedzi isingaperi. Chisarudzo chakanyandura matare akaderera kuzvikumbiro zvehurumende yakafara nokuda kwemirayiridzo yenhau, zvikurukuru apo mashoko anofukidza vanhu vazhinji avo vasingafungidzirwi.

Tsika Yokudeya Kutaurwa uye Mirayiro

Zvikamu zvemapurisa zvinofanoziva zvinoshandisa michina inodzidza kufanoziva apo utsotsi huchaitika kana kuti kuzivisa vanhu vari pangozi huru yokubatanidzwa muutsotsi. Maturusi aya anowanzotsamira pazvinyorwa zvenhau zvoutsotsi, mijenya, uye zvimwe zvinoiswa zvingaratidzira mitoo yetsika yetsika dzakaipanwa. Apo kudzikamisa mutemo urongwa hwengozi kuti ururamidze, kunzvera, kana kuti kubvumira, chisakiso chegamuchidzanwa chingava chakarendeswa. Somuenzaniso, kufeyafeya kwaat giramu yealgorime inogona kuumba chisakiso chakabvira? Mhinduro yacho kazhinji kazhinji kazhinji isati iri . (Chokwadi kuti Kudzika kwachina kukumbira kwechipfupikisa kwechikachi.)

Brennan Center for Justice nemamwe masangano erusununguko rwavagari vemo akakumbira kutarisirwa kwokungwarira kwegadziriro yezvisarudzo zvinofanosarudzwa, kubatanidza zvinodikanwa zvokuti mashoko api naapi anoshandiswa kubudisa mikana yengozi anoziviswa, kuti maarugrametimendi anoongororwa nokuda kwefungira mano akaipa, uye kuti maunzi haatongovakirwi chose chose chose pa kudeya kudeya kunyorwa kwekombiyuta.

Mabhuroku Ezvekutengeserana Nekachikamu Kanotengesa

Chimwe chezvisarudzo zvikuru zvokusazivikanwa zvikuru mugadziriro yazvino uno “musiyano unoparirwa nepo kutengwa kwomutemo kubva kumitengo yezvokutengeserana ($rather) pane kumanikidza kupfurikidza nomuitiro wemitemo — chaizoda maruramiro okuwana. Nemhaka yokuti Kuchinja kweChina hakuganhuriri hurumende kutenga mashoko ayo kambani yakaunganidza nokutengesa nokuzvidira, mapurisa anogona kuwana nhau yenzvimbo, miitiro yokutsvaka web, matanda, uye zvakawanda pasina dare ripi neripi.

Muitiro uyu wakatanga mumakore achangopfuura. Kushaikwa kwemashoko kubva pamichina yeserura, motokari dzinofambidzana, zvirongwa zvepamusha zvakanaka, uye zvirongwa zvokuvimbika, zvinozotengesa kukwanisa kuenda kumasangano anoona nezvokuchengetedzwa kwomutemo. Kunyange kana mashoko acho akaunganidzwa nebvumirano yomunhu (kazhinji kacho anenge avigwa mumitemo mirefu yakavanzika), kushayikwa kwepamutemo kunoreva kuti vanhu havana dziviriro pahurumende yokutenga mepu youpenyu hwavo hwezuva nezuva nenzira inobudirira. Masangano akawanda akagadza mutemo wokuda kuti pave nekodzero yokutenga mashoko api neapi zvaangada zvakananga kana akawanikwa zvakananga kubva kumabhadharipi ebasa, asi pasina mutemo wehurumende unovhara mukamukaka iyi.

Nyanzvi dzemitemo dzinotaura kuti Framers of the Fourth Amendment dzakanga dzisati dzichida kuti hurumende ibvise dziviriro kupfurikidza nokungosvika muzvikwama zvavo. Seizvo Dare Rapamusorosa rakataura mu Nhevedzo, “mubvunzo unokosha” ndewokuti mutoo wehurumende wokuwana nawo“ kukarira kwapamutemo kuva woga,” kwete kana uchiva nechokuita, kutenga, kana kuti zvimwe zvimwe zvinhu.

Mabhuku Apamutemo uye Kubudirira Kwazvino Uno

Kukurukurirana Nemakombiyuta Kunoita Kuti Usazvione (ECPA)

Yakanyoreswa muna 1986, ECPA yakanga iri kuedza kwapakuvamba kutambanudzira dziviriro dzakavanzika kukurukurirano dzamazati nemashoko zvakachengetwa namativi echitatu. Mutemo unosiyanisa pakati pekurukurirano dzakachengetwa (semaemail asingakarirwi) nezvinyorwa zvokutengesera (sokufanana namashoko anonyoresa). Vhered Communications Act (SCA), rutivi rweECPA, kazhinji kazhinji kazhinji inoda mvumo yokuwana mashoko akachengetwa kwaasati ava mazuva 180. Mishumo yakura namanyoro akawanda asina kutengwa anogona kuwanikwa nechiratidzo chepuna kana kuti dare.

Vatsoropodzi vanocherechedza kuti ECPA ichiri yechinyakare zvikuru. Haitongokariri kuchengetwa kwegore, kurongedzerwa chaikoiko kwenguva, kana kuti upamhi hwemaidi hwavanhu zvino vanoronzesa kumativi echitatu. Nhamburiko dzokuvandudza mutemo(zvakadai seEmailmfic Act(Zvekare). Somuuyo, mukaha pakati peicho ECPA inobvumidza uye icho Remendement zvino inoda (parter [ Carpeent ). Vatsigiri veKokorodzano vanoramba kuti Kokorodzano inofanira kuita kuti kubvumira kuti kuwanikwa kwehurumende yose yemazita omunhu oga anoitwa neveritati 3.

Karplate v. United States nepesvedzero Yayo

.Akarenda yakatogadziridzazve mutemo wakavanzika munzira dzinoverengeka. Matare epasi akaududza kudikanisa zvibvumikiso zvokupinda kuCSLI yenhau, nzvimbo dzinorasira masero, uye kunyange marudzi akati emitezo yemitezo. Chisarudzo chakashingisawo matare ehurumende kududzira mabumbiro emitemo awo amene.

Nenzira inokosha, Karplate haina kudzora chose chose dzidziso yechitatu. Dare rakaganhurira kuva kwaro namavara chaiwo enzvimbo yamashoko esero-paratimende. Ikoko kunosiya mamwe mapoka akawanda ezvinyorwa zvemametafiti yemaIIIIM, zvinyorwa zvemari, uye IOT (Internet of Things) maject anoramba achipfuurira. Mubvunzo wokuti zvinyorwa zvemichina “zvineiapo. kukumbira pamutemo kubviswa kure.

Mitemo yeHurumende yakavanzika (mutoo, CCPA, GDPR)

Nepo mutemo wehurumende uchiramba wakakamuraniswa, vatemi vemitemo vakavamba kuita dziviriro dzavo vamene dzakavanzika dzemipimo. California Consumer Ancy Act (CPA) inopa vagari maruramiro okuziva kuti imashokoi anounganidzwa pamusoro pavo, kusarudza kubviswa kwawo, uye kukumbira kubviswa (asi haisati ichikurukura zvakananga nhau yokuwana kwehurumende. Zvakakodzera zvikuru kubvumira zvinodikanwa, mashoko akafanana naVirginia, Colorado, neConnecticut akapfumisa mitemo yakavanzika inobatanidza gadziriro dzinoganhurira muunganidzwa wemirayiridzo yemirayiridzo uye kuda kujeka pamusoro pezvikumbiro zvedata zvinobva mushandi womutemo.

MuEuropean Union, General Data Protection Regculation (GDPR) inogovera muenzaniso wakasiana: inoganhurira kugadzirwa kwemashoko omunhu oga uye inoda hwaro hwapamutemo nokuda kwechikumbiro chipi nechipi chehurumende, kubatanidza mutoo wakakwana wapamutemo munyika inokumbira. Nepo GDPR isingashandisi shoko rokuti “chinochinjika,” nheyo dzayo dzemipimo yemipimo yemipimo, uye kujeka kunowirirana nereshiyo yebvumiro.

Kutamisirwa kwemashoko munyika yose kunonetsawo kuchengetwa kwemitemo. Kuchengetwa kwomutemo kweU.S. kunotsvaka mashoko akachengetwa kune imwe nyika kunofanira kushandisa zvibvumirano zvezvibvumirano zvezvibvumirano zvakafanana neCLOUD, zvinogadza zvibvumirano zvezvibvumirano zvekuwana mashoko ari mumuganhu. Zvibvumirano izvi zvinovavarira kuva nechokwadi chokuti hurumende dzokumwe dzicharemekedza dziviriro dzinokosha, asi vatsoropodzi vanganetseka kuti zvinodikanwa zvokubvumira kupfurikidza nokutsiva kukurukurirana nokuda kwokutarisira dare.

Nheyo Huru Dzedziviriro Dzinodzivisa

Nheyo huru dzinoita chinodikanwa chokudzivirira kuva oga kunobudirira dzakasanosimbiswa:

  • Chisakiso chakarurama: Hurumende inofanira kupa maidi akakwana kumutongi anoratidzira chitendero chine mufungo chokuti ufakazi hweutsotsi huchawanikwa. Uyu mupimo unodzivisa kunzvera kwoudzvinyiriri kana kuti kunotambudza.
  • Chiratidzo: Chibvumikiso chinofanira kurondedzera nenzvimbo chaiyo inoda kutsvakwa uye mashoko kana kuti zvinhu zvinofanira kubatwa. Ikoku kunoganhurira ukuru hwenzvero uye kudzivisa magwaro makuru angagona kubvumira rutava.
  • [ Kutonga kwapamutemo: Gazi risingatori rutivi uye risina mhaka rinofanira kutendera rugwaro kutsvakwa kusati kwavamba. Ikoku kunovimbisa kuti chisarudzo hachiitwi pasina donzo nokudzikamisa mutemo.
  • Nguva neCherekedzo: Munyaya zhinjisa dzoutsotsi, rugwaro runofanira kuitwa munguva ine mufungo, uye munhu ane zvinhu akanzverwa ane maruramiro okucherekedza pashure, kutoti dare richibvumira kunonoka.
  • Chiratidzo Chokudzoka: Vatungamiriri vanofanira kunyora mudare ndaza yezvinhu kana kuti mashoko akabatwa, vachigovera chinyorwa chedenho yomunguva yemberi kana kuti kuzvidavirira.

Kunyange zvakadaro, matare nevagadziri vemitemo vanofanira kuramba vachichinja kuti vaongorore zvinhu zvitsva, zvakadai sokuongorora kwenguva chaiyo, kufembera, uye kuunganidza mashoko anobva muzvinhu zvinofambidzana.

Zvinetso Nenharo Zviri Mberi

Chiratidzo Chokunyora Chinetso

Kunyora mashoko echiNgezi kusvikira kumugumo, sezvinoshandiswa namabasa seChiratidzo neWhatspiapp, kunodzivisa kunyange vashandi kurava zviri mukati memashoko. Ikoku kunodzivirira kuvandika kwomunhu anoshandisa asi kunoparirawo kusawirirana nemitemo, uko kunoramba kuti zvibvumikiso hazvishandi kana zvisingagoni kumanikidza kunyoresa. Kupesana pamusoro po “kuwana kworusando” kana kuti“ nzvimbo dzokubudisira zvinhu” dzinoramba dzinotyisa. Hurumende yakamanikidza makambani ezvo ruzivo rwemichina kuti abatsire kuvhozhozhote apo anopiwa pamutemo, asi vazivi vechivande uye varevereri vanonyevera kuti ushingi hupi nohupi hwakadaro hungaderedza chengeteka vashandisi vose. Dare gurusaresa. Harro rakatonga zvakananga kana mutemo uchigona kuvhura runhare, asi matare akaderera akaparadzanisa nhau yacho, nekodzero inopesana nemitemo inopesana nemitemo inodzorwa.

Zvikumbiro zveDzidziro yoMuchinjikwa

Kana mashoko akachengetwa munyika yakasiana, kuwana rugwaro kungava kwakaoma pamutemo. Nhau yeMicrosoft Ireland (2018) inogadza nhano nokuda kweCLOUD Act, inobvumira zviremera zveU.S. kubatira zvibvumikiso zvakananga pamakambani akavakirwa panzvimbo ipi neipi inochengetwa, kana vakangoita kuti vatevere zvinodikanwa nokuda kwechibvumirano chenyika dzakawanda. Nenzira yepaniko, hurumende dzokumwe dzinogona kupinda muzvibvumirano kuwana mashoko kuU.S. pasina kupfuudza transferment Active Station (MLAT), zvimwe tarisiro shoma kupfuura yaizodavirira maruramiro emhuri. Kuendesa dzikamo yorudyi pakati pouchangamire hwehurumende, kuva wogaro, uye kunzvera kunobudirira kunoramba kuri denho huru.

Uchapupu Hwagara Huchiitwa uye Maitiro Anofanira Kuitwa

Sezvo maturusi eAI anova akaoma zvikuru, kuchengetwa kwomutemo kungatsamira pamienzaniso yokudzidza michina kuti ipe uchapupu hwakadai semisiyano yechiso kana kuti kufanoziva. Kana maatomu akavanzika akajeka kana kuti akarerekera, vakwirirwi vangasakwanisa kudenha chisakiso chinobvira chekubvumikiswa kana kuti kuvimbika kwoufakazi. Matare ava kutanga kurwisana ne “bhokisi rebhuraketi rezvigadziko”, kunzvera zvinodikanwa zvokuziviswa kwemanyoro, kunzvera kururama, uye mano evapomendi kuti vachinjirwe kudarika AI-amine ufakazi hwakaiswa mumichina. Mamwe majereti akatotonge akaganhurirwa kushandirwa kushandiswa kwezviso zvechiso chaichoimo, nepo mamwe anoda maruramiro nokuda kwokuzivikanwa kupi nokuzivikanwa navanhu.

Kukura kwekuongorora kweAI - driven(kubatanidza kuverengwa kwemarayisensi anodzorwa nemunhu, vafembi veWi-Fi, uye CCTV analytics) kunodenhawo chinodikanwa nemhaka yokuti aya maturusi anowanzounganidza mashoko asingasarudziki, pasina nyumwiro yokutadza. Zvibvumikiso zvinoshanda nokuda kwokuunganidzwa kwemashoko makuru hazvina kumbofungwa nevaFramers. Nyanzvi dzemitemo dzinokarakadza kuti mapuraidhi okutarisira, majekisedhi, kuongorora, uye miganhu yakaro yakaro chaiyo ingave iri madikanwa kuwedzerwa nechinodikanwa chemashoko muNhambo yeChirungu.

Mhedziso: Kuchengeta Kuva Woga muSosaiti yeDH - Driven

Chinodikanwa chinoramba chiri chimwe chezvishandiso zvine simba zvikurusa zvokudzivirira zvakavanzika zvomunhu oga, kunyange sezvo mashoko makuru uye uchenjeri hwokugadzira zvichichinja nzvimbo yokuongorora. Kupfurikidza nokuraira chisakiso chinobvira, kudonongodza, uye utariri hwedare, zvinobvumira mapurisa kupinda munzendo dzokuredza kana kuti kunzvera kukuru pasina kunyumwira.

Kuti zvichengetedze dziviriro dzechakavanzika dzine revo, matare anofanira kupfuurira kushandisa nheyo huru dzeGavhuramisita yeChina kuruzivo rutsva, uye masangano anofanira kuvhara mhosho dzakadai sokutengwa kwemashoko kubva kuvatengesi vezvokutengeserana. Kugamuchirwa kwemitemo yehurumende yenzvimbo dzakavanzika nemirau yazvino uno kuchaitawo basa rinokosha. Pakupedzisira, vavariro ndeyokuva nechokwadi chokuti dzikamo pakati pechengeteko nokuvandika haisati ichingogumira zvokuti vagari vemo vanosiyiwa vachiratidzirwa kumitengo isina kufanira yemitengo yemitengo. Kutsigira mupimo wacho (ne systems) uye kuiass arectives arectivesssss arective roumbing noruzivo rwokugadzirwa kwezvinhu izvo zvinobudisa nhauro yezvoupenyu hwedu.