Sumo: Basa Rinochinja reAI muKurwisana Nechitsotsi

Ungwaru hwokugadzira hwakabuda sesimba rinochinja zvinhu muchengeteko yenyika, huchipa hurumende nemasangano enjere mano asina kumbobvira aonekwa nokudzivirira zvirongwa zvemagandanga. Nzira dzetsika dzinotsiva ugandanga dzinoratidza kungwara kwevanhu, kuongorora kwomuviri, uye kubuda kwemifungo yakajeka, dzakawedzerwa negadziriro dzeIAI dzinogona kuronga michina mizhinji, kuzivisa mitauro yakavanda, uye basa rokunyumwira pakumhanya kwemabhatani. Kuchinja uku hakusi pamusoro pekungori kwokutya kwemotokari; kunomirira kuchinja kukuru mukuungana kwouchenjeri uye kuongororwa. Zvishandiso zvokudzivirira zvinoita kuti zvirambe zviri mberi kwevavengi avo vava vanozvishandisa. Asi kugadzirwa kwegadziriro kwegadziriro idzi dzemichina kunokurumidza kumutsa mibvunzo pamusoro pezvakavanzika, maruramiro okutonga. Nyaya ino inoongorora kuongorora kuzviisa mberi kwemifungo yezvo, kupfurikidza nezvirongwa zvebasa renguva yemberi, zvinoita kuti zvivepo.

Mashandiro Anoita Upengo Mukurwisana Nechitsotsi

Gadziriro dzinogadzirwa nokuda kwokudzivisa magandanga mubatanidzwa wedzidzo yemichina, kugadzirwa kwomutauro wemusikirwo, kuona kwekombiyuta, uye kufambira mberi. Unyanzvi uhwu hunoshandira pamwe kupesana nokupesana mavhoriyamu makuru emashoko akagadzirwa uye asina kugadziriswa (kubva panzvimbo dzinoteshi yemasangano enhau kuashandira pamwe chete) uye kupfuudza mazakwatira emasatellite. Betsero guru ikurumidzero: zvingatora boka renyanzvi dzenzverongedzero dzemichina kana mwedzi zvinogona kuitwa mumaminiti. Asi kururamawo semagiramu anovandudza mashoko matsva, kuderedzawo zvinhu zvenhema munguva inoteshirira mberi apo inogadziridza nzira dzokutyisidzira.

Kudzidza Michina Nokuziva Muenzaniso

Pamavambo ezvirongwa zvinotsiva zveAI zvinowanzoitwa nemuchina kudzidza (ML). Maatlog anorovedzwa pamusoro pemashoko enhau emabasa amagandanga anozivikanwa ne(whentellivation), mafashoni, kutengeserana kwemari, uye mitoo yokurwisa. Kana angorovedzwa, aya magiramu anogona kuziva maaomasi muhova chaidzoidzo dzedata chaidzo. Somuenzaniso, maatomu eML angatumika muromo wemashoko akapindwa pachishandiswa mashoko akavanzika pakati peboka revanhu vaisabatanidzwa kare, kana kuti kutengwa kusiri kwemakemikoro. Kuziva kwapa kunokwevedza kunyudza kufamba kwemageo, uko AIan inozivisa kufamba kunonyumwidza pedyo nenzvimbo inotapurwa. Supervise inoramba ichizivikanwa nokuda kwemabasa okuumba (g., “AS. r. r. r. , “vS."

Kuronga Mutauro Womuzvarirwo

Kugadzirwa kwomutauro wemusikirwo (NLP) kunogonesa AI kunzwisisa nokukamuranisa mutauro wavanhu kubva mumanyuko akasiyana- siyana", zvinobudisa nhau, zvinhu, uye zvinodzorwa. Kunzvera, kuisa misoro, uye kuzivikanwa kunobvumira gadziriro kucherekedza mutauro mukuru, nhamburiko, uye kurukurirano. Maturusi eNLP anogona kushanda mumitauro mizhinji nemitauro mizhinji, kubatanidza chiArabic, chiPashto, Somali, uye mimwe mitauro ine chokuita nokutyisidzira kwazvino uno. Kushandura kwakavakirwa kwemichina yemagetsi (kushandura mabhii kutsika okuvaka, kunokwanisa kunzwisisa mashoko akapoteredza, kunyo, kunyomba, uye mashoko etsika. Zvisinei, masangano eNLL haakangani kukanganisa mitoo yetsika kana kuti kukundikana kuzivikanwa nemapoka anoshandiswa kunzvera.

Chiono Chekombiyuta Nezvakawanda

Chiono chekombiyuta chinonzvera mavhidhiyo eAI kubva kuCCTV, madhiropu, uye makamera omuviri okuzivisa vanhu vamwe navamwe, zvinhu, uye mufambiro wefariro. Masangano okuziva ameso anowirirana nevanofungidzira munzvimbo dzavose, nepo kunzvera maalgoritimendi ezvombo, kana kuti motokari dzisina kutenderwa dziri pedyo nenharaunda dzinotapukira. Kunzvera kwokushanda kwemabhaisikopo, kwakadai sokucherekedza kumhanya, kumhanya, kana kuti kufamba kwechienzi kweboka rinotutuma kungwarira pamberi pokudenha. Varevererisi vakamutsa itiro huru pamusoro pezvokungwarira, zvikurukuru apo AI inoshandiswa nenzira inosasarura panzvimbo yechinhu chaichoicho, inoruramiswa. Kutaura izvi, mamwe masangano anoshandisa “kunzvera kutara kwokusasarura kusvikira muwirirano yakanaka, kana kuti vashandise mutoo mukuru wemite kuti vasa kumirwe.

Kuongorora Mashoko

Hapana manyuko manaimani anogovera ungwaru hwakakwana. AI inopfuura kuisa mashoko anobva mumikoto inoparadzanisa(mitemo yekufambisa mashoko, zvinyorwa zvemari, kufamba zvinooneka, mibatanidzwa yemichina, uye nyunyunyu yakavhurika(kugadzira mifananidzo yeholitiki). Graphera allytics algoriths mepus dzemap pakati pavanhu, masangano, uye zvinoitika, zvinozivisa mibatanidzwa yakavanzika. Kuongorora kunogona kuzivisa nhamba dzemitengo yetemu, kunoyera pesvedzero yadzoro, uye kufanotaura zvimwe zviito zvavo zvomunguva yemberi. Uku kunoda ngwariro yokungwarira kumavara, mawarasha, uye kushaikwa kwemipimo; marara-garbage-o-ose inoramba kuva musungo unovanza. Naizvozvo, kutungamirira ma utachiona hwema FIjisctic anoshanda mumicromesswo.

Zvirongwa zvokuwana magandanga

AI iri kushandiswa munzvimbo dzakawanda dzinorwisana namagandanga, kubva pakunyevera kwokutanga kusvikira kunzvero yapashure pechirongwa. Kushanda kumwe nokumwe kunopa mano akasiyana nezvipingamupinyi.

Kuongorora Zvinobudisa Nhau Zvenzanga

Masangano anogadzira zvinhu zvinobatanidza vanhu kuti vazive kuti zvinhu zvine chokuita nenhau dzakanyanyisa, kunyoresa, uye kushanda. Maturusi okuongorora akafanana neX (yaichimbova Twitter), Telegram, TikTok, uye mapurogiramu okunyorera akanyorwa pachishandiswa mashoko echiratidzo. Kuonekwa kwechikamu chenyika, kuvhura mifananidzo, uye kuongorora kwourongwa hwemakombiyuta kunobvumira masangano anoona zvinhu zvine chokuita nechisimba kana kuti kukurukurirana nevanonyanyisa vanozivikanwa. Somuenzaniso, U.S. Department of Homelalland Security inogona kukanganisa “Sacrific Media Sucling" purogiramu inoshandisa ID kuongorora mitaro yeIVS paIVS. MuEurope, masangano makuru eEUP anotsigira mabasa anoshandiswa kuzivisa kuti ashande zvinhu zvinochinja zvinhu. Zvisinei, manyepa anoramba kukanganisa zvikuru kutyisidzira nokuda kwokuongorora vanhu kuti vashambarira zviri pachena kuti vatsigiriki vadzorwe pashure pokudzorwa mativi makuru echitongedzero yemato puroneti, asi anodzosera mativi makuru anodzose.

Kunzvera Kuchinja Kwemari

Mutengi anowanzofamba nomumikoto yebhengi yapamutemo, masangano anopa mari, kana kuti miraudzo inotenderwa yakavakirwa paII inoisa mari mumitemo yemari (AML) inonzvera mitoo yebhizimisi yokuziva basa rinonyumwira: makambani makuru emari, kutumira nhamba, kana kuti kutengeserana kunobatanidza mitemo yemari yakakwirira. Kudzidza kunofanira kurangarirwa kwemari inongoshandiswa nenyanzvi dzinotemwa - dzora dzinorasika. Mune mifananidzo inorovedzwa pamasangano emitemo yakare, ayo mapepa eFicance Actal Task Force (FATF) anokurudzira kushandiswa kweINGS nokuda kwokushuma kwokunyumwira, asi anocherekedza kuti magirati anofanira kuongororwa nokuda kwetsanana uye kusafanira kudzorwa zvikuru. Munemiitiro yemiitiro yemiitiro yetsika inorongwa yetsika dzekare, iyo inotoorwa pamateshipidhiki yetsika dzenguva yakapfuura dzinoda kuoma kudenha kutsa.

Kuongorora Nezvemakombiyuta Nokuongorora Kukurukurirana

Kupfurikidza nokunzvera metameter kubva murunhare, maemail, uye maapps, Al inogona kuvakazve mibatanidzwa yekurukurirano pasina kurava zviri mukati menyu − kupfupikisa kunzvera kukuru. Kunzvera kwenzanga kunozivisa macode apakati, mabhiriji ari pakati pemasumbu, uye vanhu vanoshanda se “kuparadza” pakati pemasero. Kunzvera nguva dzekurukurirano kunogona kuratidzira matanho okuronga. Somuenzaniso, kuwedzera kwakamwe kamwe mukuwedzera kwekukurumidza munhepfekedza pakati pevatyanyi vakambova vasingashandi kungavamba kudenha. GCHQ yakurukura pachena kushandisa AING kudzorations, kuderedza mutoro panyanzvi dzavanhu. Kunzvera kunoramba kunoramba kuri kumutsa nharo: Mitezo yezvizivi inogona kuzivisa mashoko anokosha semasangano ezvokuraparejitari kana kuti masangano ezvamatongerwe enyika, kutungamirira kumatare okutonga.

Kufanoziva Nezvekushandisa Zvinoitika Mumuviri uye Kuedza Kupinda Mungozi

Mimwe mifanikiso inofungidzira bviro yedenho dzenguva yemberi dzakavakirwa pamashoko enhau, mativi ezvemari, uye ungwaru hwazvino uno. Iyi mienzaniso inobetsera kugovera zvinhu nerokunaya , zvikwata zvemiteshi, chengeteko yengarava ($.Nhai dzimwe gadziriro dzinopa mikana kuvanhu, kudzideredza nokuda kwokuvakwa kweminzvero. Zvisinei, vanotsoropodza vanotaura kuti mapurisa anogona kugadzira nhevedzano yokuzvigutsa, apo nzvimbo dzine kunzvera kwakawanda kwamapurisa dzinobudisa mashoko akawanda, dzichisimbisa ngwariro yemienzaudzo panzanga imwe cheteyo. Kunzvera kweIndependero kunoratidza kuti zvishandiso zvinodeya kuvhura kana kuti hazvina kugadzirwa nokungwarira. RANDROPA rinokurudzira kuti shopu dzinozivisa kuti zvinhu zvinooneka zviri kunze, kuti zvishandurwe mukuita chimwe chinhu pakati pechisarudzo chavanhu.

Matambudziko uye Kufungisisa

Kubatanidzwa kweAI muugandanga hunorwisana nezvisakiso zvinokosha. Itiro hanya pamusoro poungwaru, fungidziro, kuzvidavirira, uye bviro yokushandisa zvisina kufanira kunoda ngwariro yokungwarira kuvagadziri vemitemo, nyanzvi dzezvoruzivo rwezvirongwa, uye chaunga chavagari vemo.

Kuva Woga Nokusunungurwa Kwevagari Vemo

Nzvero huru inosimbiswa neAI(---apply) inodzivisa kurukurirano dzomunhu ari wose, zvinobudisa nhau, uye masangano . Runopesana nekodzero dzakavanzika dzinokosha munzanga dzedemokratiki. European Union’s General Data Protection Registration (GDPR) inoisa ganhuriro dzakasimba pakuita zvisarudzo nemunhevedzo, ichida kubvumira kana kuti hwaro hwepamutemo. MuUnited States, Simendemende inodzivirira kunzvera kusina mufungo, asi mapurogiramu ezvokuunganidza mashoko akawanda seNSA’SRIS PRISM akatongwa mukupesana nezvidudziro. Chinetsoro cheA chinopesana nezvinoitwa. Chinetsoro cheA chinoda kugadzira masangano anozvimirira, kuenzana, uye kuzviisa pasi pekutarisira zvinhu zvamagariro okuwana muuchipa.

Kuzvibata Kwakanaka uye Kuzvibata Kwakarurama kwemitemo

MIMWE mienzaniso yakarovedzwa pamashoko enhau anorwisana namagandanga ingagara nhaka fungidziro dzakabva muzvisarudzo zvavanhu zvomunguva yakapfuura, kubatanidza dzinza, rudzidziso, kana kuti dzinza. Somuenzaniso, kana nzvero dzakapfuura dzakanangidzirwa nenzira isingachinji pavanhu vekare, muenzaniso uchadzidza kunyora rondedzero dzakafanana, kuumba kusarura. Miuyo inogona kuva yakakomba: kuisa mungozi kusarura kwakaipa, kunetsa, kurambwa kwamaruramiro okufamba, uye kuzvidza vanhu vose. Mitigata mazano anobatanidza kubvisa mipimo yemirayiridzo, kuidza mabhii nokuda kwokubvisa, uye kubatanidza mapoka ezvokuronga. United Nations yakadana nokuda kwemigumisiro yekodzero dzavanhu pamberi pokushandisa AUIa muchengeteko yenyika.

Zvakaipa Nepomero

Kunyange gadziriro dzeIP dzakarurama zvikuru dzinobudisa zvinhu zvenhema zvinoparira. Mabharani anotsiva zviito. Muchitsotsi, chinhu chakasimba chinganyandura kuvhozhokera kwamapurisa, kusungwa, kana kuti kunyange chirango chedrone (mumifungo yehondo). Ndyiko yezvikanganiso haisati iri bedzi yokudzora; inogona kuparadza upenyu. Kunzvera kwamagandanga kwakavakirwa paAIP kunowana kuti chikamu chikuru chemazita chakakanganisa kana kuti chinokorwa. Kuderedza zvinhu zvenhema kunoda mienzaniso yakakwirira zvikuru, mitaroro mikuru yakasiana-njiswa yavanhu, uye kurovedza kusingatsigiriki. Mamwe masangano anoshandisa muitiro wechikwikwidzano: tyisidziro yeAIS, asi muongorori wemunhu anofanira kusimbisa pamberi pechiito.

Kuzvidavirira Nokutarisira

Kana gadziriro yeAl ikaita kuti pave nokuputswa kwekodzero kwenhema kana kuti kutungamirira kukuputswa kwekodzero, ndiani anozvidavirira? Mugadziri weatmalm? Mushandisi akaishandisa ainyanyorumbidza gadziriro yacho? Zvirongwa zvepamutemo zvokuzvidavirira kweI zvinoda kuzvidavirira zvichiri mberi. Munyika dzakawanda, miitiro iripo yematsotsi nehurumende haitauri kukuvadza kwakakwana. Kuratidza kuti mafashoni emifananidzo, iDi mashoko avanoshandisa, uye mashandiro avo anokosha. Zvirongwa zvinoverengeka zvakatanga mabodhikiti emitemo eAIAI muchengetekotseka yorudzi, seU.Gratein InfixProm yeProult neEuropean Conservection Relation yeBluection paUBlue. Zvisinei, kutarisira kune revoko rekunzesazvipo nemapoka okuzvidzosera nokunze.

Kugadzirisa Matambudziko Acho

Kuziva izvi zvinetso, hurumende, masangano ehurumende, uye vatsigiri vemapoka vari kugadzira gadziriro dzokuva nechokwadi chokuti AI inoshandiswa nenzira ine mutoro mukurwisa ugandanga.

Marobhoti Okugadzira Zvinhu

Dare reEuropean Act rakakarakadza kuti AI Act riite mitoo inorwisana neugandanga yeAl se “risik,” inowirirana zvikuru nokunzvera, utariri hwavanhu, uye zvinodikanwa zvokuona. MuUnited States, National Institute of Standards and Technology (NIST) yakabudisa gadziriro yokutarisirwa kwengozi nokuda kweIAI yekakavara, kuvimbika, uye kutsanangura. Mitezo yamarudzi ose yakadai seUnited Nations Counter-Trorism Counting Komiti (C) yakabudisa nhungamiro pakushandiswa kwemichina mitsva, inosimbisa kodzero yavanhu nomutemo. Mutemo weNational unoramba zvishoma nezvishoma inoita kuti mitemo ive yakasiyana. Cherekedzo dzinodzorwa kazhinji sedziri shure kwokugadzirwa kwemichina, kugona kubviswa.

Kuona Zviri Nazvo Uye Kutsanangurwa

Kuti zvisarudzo zveAI zvinofanira kuvimbwa nazvo. Unyanzvi hunotsanangurwa (XAI) hunoita kururamisa kunooneka kwomunhu kwe nei kungwaririra kwakati kwakamutswa(e.g., “uyu munhu akaratidzirwa nemhaka yenhetembo nhatu dzinozivikanwa mumaawa 24, pamwe chete nebhuku rokubhururuka kunzvimbo inorwisana.” Mifanikiso yeBlack - box yetsinga dzetsinga) haisati yakakodzera nokuda kwechinopesana neXAI wedzera-ons, nemhaka yokuti kurangarira kwavo kwomukati kunokosha. AProtentension iri kuwedzera zvikuru kuti gadziriro dzinoiswa dzinogovera rondedzero dzokugumisa vashandisi uye, apo kwakakodzera, kutapura vanhu vamwe navamwe. Hofisi yeMakurukota eMakurukota anoda kuti zvisarudzo zvemutemo zvivetevete namabasa apamutemo.

Masisitendi avanhu akapinda museti

Nhungamiro zhinji dzetsika nokuda kweIAI muchengeteko yenyika dzinoomerera pakudzora kwomunhu kune revo. Munhu-in-loop (HITL) anoreva kuti mishonga inogadzirwa nomunhu akakwaniriswa inofanira kudzorwa nomunhu asati aitwa. HITL inogona kusiana nesimbiso iri nyore (kusunungurwa kwemunhu kunotenderwa kwemishumo) kubatira pamwe (kugadziridza kusingachinjika kwemitengo yavanhu kwakavakirwa paIAIA iine revo). Muzvisarudzo zvinotambudza, kubvumira kuongororwa, kutyo inotarwa, jambwa neambukiridzo inocherekedzwa. U.S. Departmentation of Department on Desition rezvombos reFilicration inoda kudzo yezvisarudzo dzomunhu, nheyo inofanira kutambanuro ine mufungo kutyisidzira kukuvadziko dzinouraya. Kurovedza kunzwisiswa kunzwisiswa kuti vanzwisise kukuvaradzei nekudenha giramu

Nguva Yemberi Yedanho Mukurwisana Neutsotsi

Sezvo ruzivo rwokugadzira zvinhu rweAI runopfuurira kufambira mberi, basa rarwo mukurwisa ugandanga richawedzera muukuru uye kuoma kunzwisisa. Kukarira zvinoitika munguva yemberi kunobvumira vagadziri vemitemo kugadzirira zvose zviri zviviri mikana nenjodzi.

Kuoneka Kwenguva Chaiyoiyo

Epich //Mifanikiso inodzorwa panzvimbo pemibato yegore ichaita kuti kugadzirwa kukurusa kwezvokudya nemashoko okunzwa, nokunonoka. Kamera panhandare ingagona kuzivisa nokukurumidza chombo nechengeteko yakasvinura mudenderedzwa asati asvika. Kushandurwa kwenguva chaiyo nekunyorwa kwekurukurirano kungasvinudza zviremera kuti zvishande mumasekondi. Zvisinei, kuzivikanwa kwenguva chaiyo kunowedzerawo dzvinyiriro nokuda kwokururama kwakakwana, sezvo pasina nguva yokuhwirudzura kwemunhu muzvinoitika zvakatsemuka.

Kurwisa Tyisidziro Dzinowanzoitwa neAI

Vane masimba vari kugamuchirawo AI. Mapoka amagandanga angashandisa AI kugadzira mavhidhiyo akadzika eAI kuti apedzisire, kunyoresa kubatanidzwa kwevachada kupfurikidza nokutanga nzira dzekurukurirano chaidzoidzo asi dzinogadzirwa. Mabhoti ane simba renzanga reI anogona kuparadzira mashoko okunyandura masimba masimba kana kuti kufukidza zvirongwa. Masangano eUganda ava kutofanira kutsiva kuziva zviri mukati mechikafu. Iri jakisi pakati pechisimba nedziviriro AIAI richada kutengwa nokutengwa nokutevedzerwa kupfuurira mukunzvera, pamwe chetewo pakati pehurumende, makambani ezvoruzivo rwematopure, uye maademia. Zvirongwa zvakafanana neDHAPAi yeSangenitic Fortics (Smonwokusarudza) kuona kuti ashandiswe.

Kubatana Kwamarudzi Ose

Ugandanga ityisidziro yamarudzi ose, bva gadziriro dzeAl dzinowanzotangwa ndokuiswa mukati memiganhu yenyika. Kushanda kwezvishandiso zveAl munyika dzose(* kudzora zviratidzo zvokutyisidzira, zviitwe zvemitemo, uye miitiro yakanakisisa). Zvibvumirano zvenyika yose pamusoro pemipimo yetsika yapamutemo yeAl muchengeteko, zvakafanana neKokorodzano dzeGeneva dzezvombo zvinoda kugadziridza kushandira pamwe kwakadaro. Zvisinei, mitemo yemitemo yehurumende, uchenjeri, uye mipimo yakavanzika inopesana zvinoparira miganhuro. Zvibvumirano zvetsika dzamarudzi ose pamusoro pemipimo yetsika yetsika yeIji muchengeteko, zvakafanana neGeneva yeGeneva yeGwe nokuda kwezvombo zvinodzo, ingava madikanwa.

mhedziso

Ungwaru hwekugadzira hunogovera zvishandiso zvine simba zvokuziva nokudzivisa zvirongwa zvougandanga, zvichigonesa kunzvera nokukurumidza, kuongorora kukuru, uye kufambira mberi kwakarurama zvikuru kupfuura mitoo yegamuchidzanwa bedzi. Kuvambira pakunzvera kwesociation nokunzvera kwezvemari kusvikira kugadziriro yemasangano eIP, A iri kutoita mabasa okudzivisa ugandangazve. Kunyange zvakadaro iyi betsero dzinouya nemitoro mikuru: kudzivirira zvakavanzika, kudzivisa tsvete, kuvimbisa kuzvidavirira, uye kuchengeta kutarisirwa kwavanhu. Nguva yemberi sezvingabvira ichaona kufambidzana kukuru kweAING muzvivako zvokuchengetedza, asi bedzi kana gadziriro dzetsika dzakasimba dzakatangwa dzichikudziridzwa. Saizvozvowo miitiro inodzorwa kunofanira kudzora, ichivimbisa kuti kurwisana nougandangasakanganisa rusununguko rwayo rwokuzvidzivirira.