La Uchenjeri hwekugadzira hwapinda muhupenyu hwedu hwezuva nezuva Inokurumidza kupfuura zvatinoziva: inokurudzira mafirimu, inosefa vanhu vanoda basa, inosarudza kuti ndeapi mashambadziro atinoona, uye inogona kutopesvedzera kuti ndiani anowana mbiri kana kuti anotanga awana rubatsiro rwechiremba. Seri kwechitarisiko ichi chehunyanzvi uye chisina kwachinotsigira pane zvisarudzo zvinokanganisa kodzero dzevanhu, mikana, uye, mune dzimwe nguva, chiremera chavo.
Ndosaka paine hurukuro dzakawanda nhasi Tsika muhungwaru hwekugadzira: misimboti, matambudziko, uye mitemoHazvina kukwana kuti tekinoroji ishande zvakanaka; tinoda kuti ishande zvakanaka uye zvakaenzana. Masangano epasi rose akadai seUNESCO neEuropean Union, hurumende, mabhizinesi, mayunivhesiti, nemasangano emagariro evanhu ari kuedza kugadza runyararo kuitira kuti kushandiswa kweAI kusave chinhu chitsva chekusarura, kutariswa zvisina kunaka, kana kudzora magariro evanhu.
Chii chatinonzwisisa nepfungwa dzekugadzira zvinhu nhasi uno?
Patinotaura nezveAI, tiri kureva masisitimu emakomputa anokwanisa kuita mabasa ayo kusvika pari zvino aida njere dzevanhu: kuziva mifananidzo, kunzwisisa mutauro wechisikigo, kuona mapatani muhuwandu hwakawanda hwedata, kana kuita sarudzo dzinongoerekana dzaitika mumasekondi mashoma.
Chinokosha pakugadzira tekinoroji iyi ndicho maalgorithms uye mamodheru ekudzidza kwemuchinavanokwanisa kuongorora huwandu hwakawanda hwedata, kuwana hukama husina kusimba, uye kunatsiridza mashandiro avo neruzivo. Izvi zvinosanganisira zvese kubva kumamodheru akareruka kusvika kune manetwork etsinga dzakadzika ane mamiriyoni emaparameter.
Chimwe chezvinhu zvinonyanya kuoneka nezvayo ndeche kudzidza muchinaIzvi zvinobvumira masisitimu kuti avandudze nekufamba kwenguva pasina mugadziri wepurogiramu achifanira kugadzirisa mutemo wega wega nemaoko. Aya maalgorithms anodzidza kubva mumienzaniso yekare kuti afanotaura remangwana: ndiani angangotadza kubhadhara chikwereti, izwi ripi ringangove riri mumutsara, kana kuti bundu ringangoonekwa paX-ray.
Chimwe chikamu chakakosha ndeye kugadzirisa mutauroIzvi zvinobvumira AI kunzwisisa nekugadzira zvinyorwa, kushandura pakati pemitauro, kupindura mibvunzo, uye kuita hurukuro dzinochinja-chinja. Vabatsiri vepamhepo, machatbots ekubatsira vatengi, uye, kazhinji, chero sisitimu inoshanda nesu ichishandisa mutauro wevanhu inoshanda pahwaro uhwu.
Mukufanana, the kombiyuta kuona Zvinopa michina kugona kududzira mifananidzo nemavhidhiyo: kuziva chiso, kuona zvinhu, kuongorora mafambiro, uye masisitimu epamusoro ekutarisa anotsigira matekiniki aya. Pamwe chete nemasensa nedzimwe data remamiriro ezvinhu, zvakakosha, semuenzaniso, pakutyaira wega.
Zvese izvi zvinotungamira kune masisitimu ane imwe hunyanzvi hwekufunga uye hwekuita sarudzoanokwanisa kuongorora sarudzo, kufungidzira mikana, uye kuita zviito zvichibva pazvinangwa zvakarongwa. Ndipo chaipo pamuganhu uyu, apo muchina unosarudza, ndipo panonyanya kusimba nharo dzetsika.
Kuchinja kupfupi kweAI uye nei tsika dzichikosha zvakanyanya iye zvino
AI haisi chinhu chitsva: Midzi yayo inodzokera kuma1950Apa ndipo pakatanga kutaurwa dzidziso dzekutanga pamusoro pemichina inokwanisa kufunga uye mapurogiramu akagadzirwa kugadzirisa matambudziko chaiwo ane musoro kana masvomhu. Panguva iyoyo, data nesimba remakombiyuta zvaishaikwa, asi hwaro hwakawanda hwepfungwa hwakaiswa.
Mumakore ekuma60 nekuma70, zvinhu zvakatanga kufamba zvakanaka mapurogiramu ekufananidzira uye masisitimu enyanzvi Vakaedza kubata ruzivo rwevanhu mumitemo yekuti "kana-ipapo". Kunyangwe vakabudirira mune zvimwe zvinhu chaizvo, vakaratidza kusakwanisa kwavo kugadzirisa kuomarara uye kusava nechokwadi kwenyika chaiyo.
Mumakore ekuma80 kwakava nekuvandudzwa kwakadzama ne kusimudzirwa kwemanetiweki etsinga dzemuviriYakafuridzirwa nekushanda kwehuropi, AI yakadzoserwa zvakare nekushaikwa kwesimba remakombiyuta uye data rakawanda. Kwakatove nenguva dzekuora mwoyo dzinozivikanwa se "AI winters."
Nyaya yacho yakachinja zvikuru kubva kuma2000 zvichienda mberi, Zvinhu zvitatu zvinokosha: madhata akawanda, simba rakawanda rekushandisa pakombiyuta, uye maalgorithms matsvaKufarirwa kweinternet, mafoni, uye mapuratifomu edhijitari kwakagadzira ruzivo rwakawanda; panguva imwe chete, ma processor nemaGPU zvakaita kuti zvikwanisike kudzidzisa mamodheru akaomarara.
Kubva kuma2010, kudzidza kwakadzama kana kudzidza kwakadzama Zvakaita kuti pave nekufambira mberi kukuru mukuziva mifananidzo, kushandura michina, kubatsira vanhu kutaura, kubatsira vanhu kutyaira, nezvimwewo zvakawanda. AI yabva mumarabhoritari kuenda kuhupenyu hwezuva nezuva, uye apa ndipo panopera tsika dzisingachave gakava redzidziso uye zvinova chinhu chinodiwa nekukurumidza: kana algorithm ichikanganisa mutongo wemhosva, maitiro ekutsvaga vashandi, kana kuongororwa, muganhu wekukanganisa nekusaruramisira hausisiri nyaya diki.
Mhando dzehungwaru hwekugadzira uye hukama hwadzo nematambudziko etsika
Zvakakosha kusiyanisa mhando dzakasiyana dzeAI nekuti Hadzisi dzese dzine njodzi dzakafanana kana kuti dzinoda mwero wakafanana wekutongaZvichitaurwa zviri nyore, tinogona kutaura nezveAI yakamanikana, AI yakajairika, uye nzira dzakasiyana dzehunyanzvi dzakadai semasisitimu akavakirwa pamitemo, kudzidza kwemuchina, kana kudzidza kwakadzama.
Kudanwa AI yakamanikana kana isina simba Iyi ndiyo nzira inonyanya kushandiswa mazuva ano: masisitimu akagadzirirwa mabasa chaiwo, asina simba rekunzwisisa nyika zvakanyanya kana kuendesa zviri nyore zvavakadzidza kune mamwe matimu. Mubatsiri wezwi, algorithm yekukurudzira, kana muchina wekuona hutsotsi mienzaniso yeAI yakamanikana. Dambudziko retsika pano harisi rekuti "vanozviziva," asi kuti vanoshandiswa sei mumamiriro ezvinhu akaomarara uye kuti vakadzidziswa data ripi.
Ipfungwa yekufungidzira AI yakajairika kana yakasimbaChisikwa chinokwanisa kufunga nekudzidza nenzira inochinjika semunhu chichiri chinangwa chekutsvaga chiri kure. Kunyangwe chisati chavapo, zvinogona kuitika patsika nemagariro evanhu (kuzvitonga kwakanyanya, kutonga, kurasikirwa nemabasa akawanda) zvinokurudzira gakava rakawanda nezveramangwana remitemo.
Padanho rehunyanzvi, masisitimu akavakirwa pamitemo Vanotevedzera nzira yekusarudza: kana mimwe mitemo ikazadzikiswa, mutemo chaiwo unoshandiswa. Zviri nyore kutsanangura nekuongorora, asi hazvishande zvakanaka pakugadzirisa matambudziko akaomarara. Kubva pamaonero etsika, mukana wavo ndewekuti zvinodiwa zvinogona kutsanangurwa zvakajeka, zvichiita kuti zvive nyore kuongorora kururamisira kana rusaruro.
Maitiro muchina kudzidzaKusiyana neizvi, vanodzidza hukama kubva padata. Mukudzidza kunotariswa, vanodzidziswa nemienzaniso yakanyorwa (semuenzaniso, nhoroondo dzevatengi vakanaka uye vasina kurongeka) uye vozobatanidza kune zviitiko zvitsva. Mukudzidza kusina kutariswa, vanoona maitiro asina kutariswa (kupatsanurwa kwevatengi, kuona zvinhu zvisina kujairika, nezvimwewo). Pano, dambudziko retsika riri pakuti chero rusaruro rwuri mudata ruchapinda mumodhi, kazhinji zvisina kujeka.
El kudzidza kwakadzama Pfungwa iyi inotorwa zvakanyanya ne network dzakadzika kwazvo, dzinowana mhedzisiro inoshamisa asi kazhinji dzinenge dziri nhema dzakaoma kududzira. Kana modhi yakadaro ikashandiswa munzvimbo dzakadai semishonga, kururamisira, kana kuwana masevhisi emagariro evanhu, kutsanangura kuti sei sarudzo yakaitwa kunova kwakakosha pakuvimbana uye kuzvidavirira.
Dambudziko guru retsika muhungwaru hwekugadzira
Kuwedzera kweAI kwaunza pachena Matambudziko etsika asisiri nyaya dzesainziasi chikamu chemabasa ezuva nezuva ehurumende, mabhangi, zvipatara, kana makambani etekinoroji. Zvizhinji zvacho zvinodzokororwa munenge mugakava rega rega.
Chimwe chezvinhu zviri pachena ndechekuti zvakavanzika uye kushandiswa kukuru kweruzivo rwemunhuMamodheru aya anotsvaga ruzivo nezvekutsvaga kwedu, nzvimbo dzatinotsvaga, tsika dzekushandisa, nhoroondo yezvekurapa, uye kunyange mavhidhiyo nemarekodhi enzwi. Mubvunzo ndewokuti zviri pamutemo sei kuunganidza, kubatanidza, uye kushandisa ruzivo urwu, kuti ndiani anogona kurwuwana, uye kuti ndezvipi zvinangwa.
Imwe nzvimbo huru yekufunga nezvayo ndeye algorithmic biasesMasisitimu eAI haana kwaakarerekera: anodzidza kubva kudata renhoroondo rinoratidza kusaenzana kuripo uye rusaruro. Kana modhi yekusarudza vashandi ikapihwa makumi emakore emabasa ekutsvaga vashandi ayo akaisa pamberi varume vachena, inowanzo funga kuti chimiro ichocho "ndicho chakanakisa." Chimwe chinhu chakafanana chinoitika nemaalgorithms engozi yechikwereti, kushambadzira kwakanangana, kana masisitimu ekufanotaura mukutonga kwemhosva.
La kuongorora otomatiki uye kuzivikanwa kwechiso Dzinomiririra kumwe kusawirirana pakati pekuchengetedzwa nerusununguko. Makamera akangwara anokwanisa kuziva zviso panguva chaiyo, kutevera mafambiro, kana kufungidzira mamiriro emanzwiro anogona kubatsira kudzivirira mhosva, asi zvakare zvishandiso zvine simba zvekudzora magariro evanhu nekutambudza vezvematongerwo enyika kana zvikawira mumaoko asina kururama kana zvikashandiswa pasina miganhu yakajeka.
Kuwedzera pane izvi idambudziko re kuzvitonga kwealgorithmic uye mutoroKana sisitimu ikaita sarudzo yoga, ndiani ane mhosva yekukanganisa kwayo kana kukuvara? Mugadziri, kambani inoishandisa, mupi wedata, kana mushandisi? Sezvo mamodheru achiramba achioma, kunzwisisa ketani yemutoro kunowedzera kuoma, asi kwakakosha patsika.
Chekupedzisira, kune sarudzo dzinoitwa otomatiki mu kunyanya mamiriro ezvinhu anonyanya kunzwisisikazvakaita sekurapa, kururamisira, kana kuwana rubatsiro rweveruzhinji. Kupa vamwe mabasa pasina kutarisirwa nevanhu munzvimbo idzi kunogona kutungamira kumigumisiro isina kunaka, nekuti data harimbofi rakabata zvese zvinonetsa vanhu: mamiriro emhuri, mafambiro ehupenyu, shanduko dzinongoerekana dzaitika, kana mamiriro chaiwo etsika.
Nheyo shanu huru dzetsika dzakagovaniswa
Pasinei nekusiyana kwemazano, mishumo, uye mitemo yemaitiro, vazhinji vanobvumirana pane Zvishanu zvikuru Mitemo yetsika yeAIKujeka, kururamisira nekuenzana, kusaita zvakaipa, kuzvidavirira, uye kuvanzika. Mitemo yakawanda yepasi rose yakavakirwa zvakananga pahurongwa uhu.
La pachena Izvi zvinoreva kuti mashandiro emasisitimu eAI, zvinangwa zvawo, zvipingamupinyi, uye zvingangoitika zvinofanirwa kutsanangurwa zvakajeka uye zviri nyore. Hazvisi zvekungoburitsa kodhi chete, asi nezvekupa ruzivo runonzwisisika kune vatongi, nyanzvi, uye, pazvinogoneka, avo vanobatanidzwa. Izvi zvinoenderanawo ne "kodzero yekutsanangurwa" inozivikanwa neEU pasi peGeneral Data Protection Regulation (GDPR).
Nheyo ye kururamisira, kuenzana uye kuenzana Zvinoda kuti AI isadzokorore kana kuwedzera rusarura rwaivepo kare. Izvi zvinoreva kuyedza mamodheru zvakasimba, kuyera mhedzisiro mumapoka, uye kugadzirisa rusaruro mudata uye maalgorithms. Zvinorevawo kuve nechokwadi chekuti mabhenefiti eAI anowanikwa zvakaenzana, kudzivirira mapoka kana matunhu chete kuti asawane zvakanakira.
La hapana kukanganisa Ine fomura iri nyore: AI haifanirwe kukonzera kukuvara kunoonekwa, kungave kwakananga kana kusina kunanga. Izvi zvinosanganisira zvese kubva pakudzivirira kushandiswa kwakaipa (kurwiswa paindaneti, nhema dzakakura, zvombo zvinozvitonga) kusvika pakuderedza njodzi dzepfungwa, dzehupfumi, kana dzezvakatipoteredza. Kana kukuvara kusingadzivisiki kana paine njodzi yasara, matanho akajeka ekuongorora, kuderedza, uye muripo anofanira kuitwa.
La mutoro Izvi zvinoreva kupa mutoro wezvisarudzo zvinoitwa otomatiki uye tsika yekuvimbika uye kuzvidavirira maererano nemapurojekiti eAI. Izvi zvinosanganisira kunyora dhizaini, kugadzira nzira dzekunyunyuta, kugonesa kuongororwa kwekunze, uye, pamusoro pezvose, kudzivirira muedzo we "kupa mhosva algorithm" sekunge inyanzvi yetsika yakazvimirira.
Pakupedzisira, iyo wega Zvinonzwisiswa sekukosha uye sekodzero huru yekuchengetedzwa. Zvinosanganisira kuderedza data, kusazivikanwa kana zvichibvira, kudzivirirwa kubva pakuwanikwa kusina mvumo, uye kudzora kushandiswa kwemashoko avo nemunhu mumwe nemumwe. Mhinduro dzakadai sekuvanzika nekugadzirwa, kuvanzika kwakasiyana, uye mamwe magadzirirwo edata akapararira ndezvimwe zvezvirongwa izvi.
Hurongwa hwepasi rose hweUNESCO: Hunhu hweAI uye maitiro emutemo
Muna 2021, UNESCO yakabvumidza chirongwa ichi kurudziro yekutanga yepasi rose pamusoro petsika dzehungwaru hwekugadziraGwaro rakagamuchirwa nenyika dzaro zana nemakumi mapfumbamwe nemana rine chinangwa chekushanda senzira yepasi rose. Pfungwa yaro huru yakajeka: Masisitimu eAI anofanira kuremekedza kodzero dzevanhu, chiremerera, uye kusiyana kwetsika, achidzivirira kuva zvinokonzeresa kusaenzana kana kutonga.
Simba rekurudziro iyi harisi mukutaura misimboti chete, asi shandurai kuita nzvimbo dzakakosha dzekuita mabasa everuzhinjiPakati pezvimwe zvinhu, inopa matanho mukutonga kwedata, kukanganisa kwezvakatipoteredza uye ecosystem, maonero evanhurume nevanhukadzi, dzidzo, tsvakurudzo, hutano, uye kugara zvakanaka kwevanhu. Chinangwa ndechekuti tsika dzakanaka dzishandurwe kuita mitemo inosimbiswa kwete kuramba dziri zvirevo zvisinganzwisisike.
Mukati menyaya iyi, iyo yakakurumbira "Dambudziko remotokari inozvityaira yega"Mota ine AI nemabhureki asina kunaka iri kusvika panzvimbo inoyambuka vafambi apo mukadzi mukuru nemwana vakamira, uye inofanira kusarudza kuti ndiani wekuisa panjodzi huru. Kana munhu akaita sarudzo, idambudziko retsika; kana algorithm ikazviita, zvinoita sesarudzo yehunyanzvi, asi zvinorehwa netsika zvinoramba zviripo: mumwe munhu aifanira kuronga zvinhu zvinokosha.
Nyanzvi dzinoita se Raquel Jorge, wekuElcano InstituteZvinotiyeuchidza kuti hatisi "kupa" magakava edu etsika kune michina; zvatiri kuita ndezvekuti kuvaendesa kunzvimbo itsva uko mutoro unoramba uri wevanhu.Nzira iyi inopedzisira yaita zvinoonekwa nevagadziri vayo sevagadziri, uye chikamu ichocho chekugadzira chinova nguva inokosha yekutarisira tsika dzakanaka.
UNESCO inosimbisawo kudiwa kwe dzivisa rusarura rwevanhurume nevanhukadzi nerudzi Muhurongwa hweAI, zvakakosha kuchengetedza zvakavanzika zvevagari nerukudzo uye kukurudzira kushandiswa kwakaringana kwetekinoroji idzi. Sezvinotaurwa naJorge, chinangwa ndechekuzadzisa "AI iyo, pamusoro pekusapfuura vanhu vakwegura kana vana, inotiremekedza, inotiziva, uye isingatisarure."
Maonero eEurope: AI yakavimbika, kodzero dzedhijitari uye mitemo
European Union yava imwe yenzira huru dzekukurudzira hurongwa hwemitemo hunoda simba reAIKubva muna 2018, boka renyanzvi dzepamusoro-soro rakagadzira "Nhungamiro dzeMaitiro eAI Yakavimbika," iyo inoratidza zvinodiwa zvinomwe zvakakosha: kutonga kwevanhu nekutarisira, kusimba kwehunyanzvi nekuchengetedzwa, kutonga kweruzivo rwepachivande neruzivo, kujeka, kusiyana-siyana uye kusasarura, kugara zvakanaka kwevanhu nezvakatipoteredza, uye kuzvidavirira.
Mirayiridzo iyi ine zvinangwa zviviri: kuderedza njodzi uye kuwedzera mabhenefitiHazvisi zvekudzivirira njodzi chete, asi ndezvekutungamira tekinoroji kuzvinangwa zvinodiwa munharaunda: kuvandudza mabasa everuzhinji, kusimbisa kubatanidzwa kwevanhu, kutsigira shanduko yezvakatipoteredza kana kuwedzera kuchengetedzeka pasina kukanganisa rusununguko.
Spain yakaita basa guru se "nyika yekuedza" yehurongwa hutsva hwemutemo hweEurope muAI, ichisanganisira mapoka asingawanzo tora chikamu mumakakatanwa aya, akadai sevana. Uyezve, ndeimwe yenyika dzakafambira mberi zvakanyanya mukucherechedza kodzero dzedhijitari, kunyanya maererano nekuvanzika uye kusiyana-siyana, zvinhu izvo AI inofanira kuremekedza.
European Union iri kukurudzirawo mutemo wezvinhu zvakananga zvakaita sekuchengetedzwa kwedata (GDPR), kushandiswa kwe biometrics, social scoring systems, uye mashandisirwo ane njodzi huru. Dambudziko guru nderekugadzira mitemo yakasimba zvakakwana kuchengetedza kodzero, asi pasina kudzvinyirira hunyanzvi mune mamiriro ezvematongerwo enyika uko United States neChina zviri kufambira mberi nekukurumidza mukutsvaga nekushandisa mabhizimisi.
Magweta akaita se Moisés Barrio Vanotsigirawo kudiwa kwe chirango chepamutemo cherobhoti neAIInokwanisa kugadzirisa nyaya dzemhosva dzemugari nedzemhosva, mitero, kuchengetedzeka, nyaya dzevatengi, uye mabasa. Pakati pezvikumbiro zvayo kuumbwa kwemasangano akasarudzika, akadai seEuropean Robotics Agency, kuti atarisire kushandiswa kwetekinoroji idzi.
Zvishandiso zvinoshanda zveAI yetsika
Kunze kwezvakataurwa, zvinhu zviri kutanga kuchinja. maturusi chaiwo ekushandisa tsika dzeAIKubva pakugadzira kusvika pakushandiswa kwezuva nezuva kwezvirongwa. Hazvisi mhinduro dzemashiripiti, asi zvinobatsira kuona kuti zvisarudzo hazvisiyirwi pakugadzira zvinhu zvitsva.
Imwe yedzakanyanya kupararira ndeye kuongororwa kwehunhu uye magariro evanhuAya maitiro akarongeka anoongorora, vasati vatanga kushandisa AI, kuti ingakanganisa sei vanhu nemapoka akasiyana: rusarura runogona kuitika, njodzi dzekuchengetedzwa kweruzivo, kukanganisa kwevashandi kana nharaunda, nezvimwewo. Ongororo idzi dzinobatsira kufanoona matambudziko uye kugadzirisa chirongwa ichi chisati chakonzera kukuvara chaiko.
El dhizaini yakanangana nevanhu Ichi chimwe chinhu chakakosha. Zvinoreva kuisa, kubva pakutanga, maonero evaya vachakanganiswa nehurongwa, kwete evanyanzvi kana mamaneja chete. Kuteerera vashandisi, mapoka asina dziviriro, uye nyanzvi dzekodzero dzevanhu kunobvumira kutsanangurwa kwezvinodiwa zvetsika zvine musoro uye kuona rusaruro rwunowanzo furatirwa nemamodheru ehunyanzvi.
ari kuongororwa kwealgorithmic uye bvunzo dzetsika Vari kuwana simba senzira yekudzora yekunze. Kungofanana nekuongororwa kwemaakaundi emari, mamodheru eAI ari kuongororwa kuti aone rusaruro, zvikanganiso zvakarongwa, kana kusatevedzera mitemo. Ongororo idzi, dzingave dzemukati kana dzakazvimirira, dzinoda kunyorwa kwesarudzo dzekugadzira uye kubatsira kuzvidavirira.
Pamwe chete, mitemo, hurongwa uye mitemo yekuzvibata zvakaburitswa nemasangano epasi rose, masangano ehunyanzvi, makambani, uye mapoka edzidzo. Kunyangwe mamwe achizvipira, pane kudiwa kuri kuwedzera kwekuti mapurojekiti akakodzera eAI anyore kuti anotevedzera sei misimboti iyi uye kuti ndeapi maitiro ekudzora aanoshandisa.
Pakupedzisira, the Kudzidziswa kwetsika dzeAI Zviri kuva hunyanzvi hwakakosha kune vanogadzira mapurogiramu, mamaneja, nevashandi vehurumende. Kuziva kudzidzisa modhi hakuna kukwana; munhu anofanira kunzwisisa zvizere zvazvinoreva munharaunda uye pamutemo. Mayunivhesiti mazhinji nemakambani atove nematanho chaiwo ekudzidzisa tsika dzetekinoroji uye kutonga kwedata muzvirongwa zvavo.
Vane mutoro: hurumende, mabhizinesi, vagadziri vezvinhu uye vagari vemo
Kuti zvese izvi zvishande, tsika dzeAI hadzigone kutsamira pamunhu mumwe chete. Hurumende, makambani, mapoka ehunyanzvi nevashandisi vane mabasa akasiyana asi anopindirana mukuvaka nharaunda yetekinoroji ine mutoro.
ari hurumende Vanodanwa kuti vagadzire hurongwa hwakajeka hwemitemo, ine mitemo inotarisa zvakavanzika, rusarura, pachena, uye kuchengetedzeka. Vanogonawo kukurudzira kutsvagurudza nezvehunhu hweAI, kupa mari kumapurojekiti anoisa pamberi zvakanakira vanhu vose, uye kugadzira masangano anotarisira ane simba rekuongorora nekuranga kushungurudzwa.
ari makambani Vanofanira kupfuura kutevedzera mitemo shoma uye kushandisa mitemo yetsika dzeAI dzemukatiKuitisa ongororo yemigumisiro, kukurudzira mapoka akasiyana-siyana kuderedza mukana werusaruro rwakavanzika, uye kuisa masisitimu akakosha pasi peongororo dzakazvimirira kwakakosha. Mukurumbira nekuvimba zvinhu zvakakosha mumusika uri kunyanya kunetseka nenyaya idzi.
ari vagadziri nemapoka ehunyanzvi Vane basa rakaoma zvikuru, nekuti ndivo vanoshandura zvisarudzo zvisinganzwisisike kuita kodhi. Kugadzira masisitimu anobatanidza zvakavanzika, kutsanangurwa kunonzwisisika, kudzora kwakashata, uye nzira dzekutarisira vanhu chikamu chakakosha chebasa ravo rehunyanzvi, pamwe nekugara vachiziva nezvekuvandudzwa kwetsika nemitemo.
La vagari nevashandisiKune rumwe rutivi, vagari vanogona uye vanofanira kuda kuti pave nekujeka, kubvunza kuti ndiani ari kuita sarudzo, kutsvaga kuti data ravo riri kushandiswa sei, uye kutora chikamu muhurukuro dzeveruzhinji. Kumanikidzwa kwevanhu munharaunda isimba guru rinoita kuti hurumende nemakambani vatore chikamu chetsika cheAI zvakakomba.
Kana zvabatanidzwa pamwe chete, hurongwa uhwu hwese hwemisimboti, mitemo, maturusi, uye vatambi hunoratidza pfungwa iri nyore asi inoda kuteverwa: kana tichida kuti njere dzekugadzira dzienderane netsika dzedu dzedemocracyTinofanira kugadzira, kudzora, uye kuitarisa nepfungwa dzakakomba dzatinoshandisa kune zvimwe zvivakwa zvakakosha. Izvi hazvisi zvekudzivisa hunyanzvi hutsva, asi ndezvekuona kuti hazvisiye munhu, hazvityori kodzero, uye hazvive chishandiso chekusaenzana kana kutonga, asi kuti zvive shamwari mukuvaka nzanga dzakasununguka uye dzakarongeka.
