AI uye mutemo wemhosva: algorithm ingave chikamu chekuita here?

Ngatijekesei kubva pakutanga: pasi pemutemo weDutch neEU, algorithm haigone kuwanikwa ine mhosva yekupara mhosva. Hazvina kutanga. Pfungwa dzemutemo dzakakosha senge chinangwa chekupara mhosva (varume rea) uye hunhu hwepamutemo hwakachengeterwa vanhu uye, mune mamwe mamiriro, makambani.

Zvisinei, mhinduro iri nyore iyoyo inongova mavambo ekurukurirano yakaoma zvikuru. Zviito zvealgorithm zviri kuita zvepakati pakuratidza mhosva-kana kusava nemhosva-kwevanhu vanogadzira, vanovatumira, uye vanovatarisira.

Ko Algorithm Inogona Kuva Nemhosva Yemhosva?

Kana tichitaura nezveAI mune tsotsi mutemo mamiriro ezvinhu, mubvunzo chaiwo ndewekuti algorithm inogona kuguma pachigaro chemupomeri. Kutaura zviri pamutemo, mhinduro nhasi ndiaiwa yakasimba. Hazvina mhosva kuti yakaoma sei, algorithm inongoshaya hunhu hwakakosha hunodiwa kuti umire pamberi pedare. Haina chainoziva, haina midziyo yemunhu yekutora, uye haina rusununguko rwekutora.

Ichi chokwadi chemutemo chinomanikidza chinotarisisa kubva kune chishandiso kuenda kumushandisi. Zvinobatsira kufunga nezveyepamberi AI sisitimu seyakaomarara asi pakupedzisira isina hupenyu-isina kusiyana nemotokari inozvityaira kana muchina wefekitori. Kana muchina ukakuvadza, mutemo hautonge muchina; inonzvera vanhu vari shure kwayo.

Zvipingamupinyi zveMunhu Wepamutemo uye Chinangwa

Mutemo wematsotsi wakavakirwa pambiru mbiri idzo AI haingogone kugutsa: munhu ari pamutemo uye chinangwa chekupara mhosva. Kuti chero bato ritarisana nemhosva, mutemo unofanirwa kuzviona se "munhu," zvinoreva kuti munhu wenyama (munhu) kana munhu wepamutemo (sekambani). AI masisitimu haakwane mune chero chikamu.

Zvakatonyanya kutsoropodza, mhosva dzakakomba dzakawanda dzinoda umboo varume rea- "pfungwa ine mhosva." Izvi ndezvekuratidza kuti mupomerwi akaita nechimiro chepfungwa, chingave chiri chinangwa, ruzivo, kana kusangwarira. Algorithm inomhanya pane kodhi uye data; haigadziri vavariro kana kubata kuipa kwetsika dzezviito zvayo.

Dambudziko repakati rinobva mukukwanisa kwegadziriro yekusarudza nekuita yakazvimiririra, zvichibva zvaisa mumiriri asiri munhu pakati pechinangwa chemunhu nekukuvadza kunokonzeresa. Izvi zvinokanganisa nzira yakajairika yekupa mutoro mumutemo wemhosva.

Kuti tisvike padanho iri, mutemo unotarisana nezvimwe zvipingaidzo zvakakosha mukushandisa mazana emakore ekare misimboti kune yakazvimirira tekinoroji. Tafura iri pazasi inopfupisa dambudziko guru.

Ikozvino Mamiriro eAlgorithmic Criminal Liability

Legal Concept	Kushandisa Kuvanhu	Kunyorera kuAI Systems
Munhu Wemutemo	Vanhu "vanhu venyama" vane kodzero uye mabasa pasi pemutemo. Makambani anogona kuva "vanhu vepamutemo."	Iyo AI system inoonekwa sechinhu kana chishandiso. Haina kumira kwemutemo yakazvimirira.
Chinangwa cheCriminal (Mens Rea)	Vachuchisi vanofanirwa kuratidza "pfungwa ine mhosva," senge chinangwa, kusangwarira, kana ruzivo rwechakaipa.	An algorithm inoshanda zvichienderana nehurongwa hwayo uye data yekupinda. Haina kuziva, zvitendero, kana zvishuwo.
Physical Act (Actus Reus)	Munhu anofanira kunge akaita chiito chekuzvidira chemuviri (kana kusiiwa kune mhosva).	An AI's "zviito" zvinobuda zvekodhi. Haasi mabasa okuzvidira mupfungwa yomunhu.
chitarafu	Zvirango zvinosanganisira kusungwa, kubhadhariswa faindi, kana basa renharaunda, zvine chinangwa chekudzorera uye kudzivirira.	AI haigone kusungwa kana kubhadhariswa faindi. "Kuranga" kodhi (semuenzaniso, kuidzima) hakuenderane nehurongwa hwemutemo.

Sezvauri kuona, pane yakakosha kusawirirana. Iyo yese dhizaini yemutemo wemhosva yakavakirwa kutenderedza sangano revanhu, iyo AI inoshaya.

Zvinonzi Chikwereti seMutemo Wemitemo

Saka, nekuti algorithm haigone kuwanikwa ine mhosva, mutemo weDutch unowira kumashure pane pfungwa ye kusungirwa mhosva. Izvi zvinongoreva kuti mutoro wezviito zveAI unopihwa-kana kuverengerwa-kumunhu kana wekambani mutambi. Muchiitiko ichi, kubuda kweAI kunova chikamu chakakosha chehumbowo chinonongedza kune zviito kana kuregeredza kwevatongi vayo.

Maitiro aya haasi echimurenga. Inoratidza zvakananga mabatiro anoita mutemo mhosva dzinoparwa uchishandisa mamwe maturusi akaomarara. Semuenzaniso, kana kambani ikatengesa chigadzirwa chakaremara zvine ngozi chinokonzera kukuvara, kambani nevakuru vayo ndivo vane mhosva, kwete chigadzirwa chacho.

Nheyo dzinotungamira izvi dzinoenderana nedzidziso dzakasimbiswa dzemutemo. Kune nyanzvi dzezvemitemo dzinofamba munzvimbo ino, kubata kwakasimba kwemafuremu aripo ndiyo yakakosha nzvimbo yekutanga. Nhungamiro yedu yakadzama pa nzira yekupara mhosva muNetherlands inopa chirevo chikuru chekuti nyaya idzi dzinofamba sei kubva pakuferefeta kuenda kumutongo. Dambudziko parizvino harisi kugadzira mitemo mitsva kubva pakutanga, asi kugadzirisa aya akasimbiswa misimboti kune yakasarudzika yakaoma yeakazvimirira masisitimu.

Maitiro eMutemo weDutch Anopa Mhosva yeAI-Inofambiswa Mhosva

Sezvo algorithm pachayo isingagone kuiswa pakutongwa, iyo Dutch yemutemo system inotendeukira kune iripo, yakatarisana nevanhu dzidziso yekupa mutoro payakafanira. Chishandiso chikuru chepamutemo chebasa iri idzidziso ye kushanda kwekuita (functioneel daderschap).

Iyi nheyo ine simba inobvumira dare kuti rione kuti munhu kana kambani ine mhosva yechiito chavasina kuita panyama, chero bedzi vachigona kutonga mamiriro acho ezvinhu.

Funga nezvazvo seizvi: director wefemu yekuvaka haashande wega crane pane saiti. Asi kana ivo vachiziva vakaraira opareta kuti ashandise crane yakashata uye tsaona ikaitika, mutungamiriri ari pahuku. Iwo mafungiro akafanana anoshanda kana "crane" iri yakaomesesa AI system. Iyo yekutarisisa inoshanduka kubva pane zvakaitwa nealgorithm kune sarudzo dzevanhu dzakabvumira kuti zviitike.

Iri ipfungwa yakakosha kune chero munhu anoshanda neAI, sezvo ichipa vachuchisi nzira yakananga yekubatanidza zvinokuvadza zveAI zvinodzosera kumunhu kana mubatanidzwa. Iyo inobvisa zvine mutsindo basa risingagoneki rekuratidza "chinangwa" chealgorithm uye panzvimbo pacho inomira pachinangwa uye kusaregeredza kwevatenzi vayo.

Iwo Maedzo maviri eKushanda Kwekuita

Kuti muchuchisi abudirire kuita nharo mudare, anofanira kugutsa bvunzo mbiri dzakakosha. Maitiro aya ndiwo mbiru dzinotarisa kuti munhu kana kambani inogona kuonekwa se "anoshanda" munyori wemhosva yaparwa kuburikidza neAI.

1. Simba reKudzora (Beschikkingsmacht): Ko munhu kana kambani yaive nesimba chairo rekuona kuti hutsotsi hweAI hwaizoitika here? Izvi zvese zvine chekuita nechiremera uye chekutarisa-zvinhu zvakaita sekumisikidza mitemo yeAI yekushandisa, kuve nekugona kuivhara, kana kutsanangura maparamita anotungamira sarudzo dzayo.

2. Kubvuma (Aanvaarding): Ko munhu kana kambani yakagamuchira njodzi yekuti chiitiko chemhosva chingaitika here? Chinokosha, izvi hazvidi chinangwa chakananga. Zvinogona kuratidzwa kana vaiziva kuti pane mukana wemhedzisiro inokuvadza asi nehana vakasarudza kusaisa chengetedzo yakakwana munzvimbo.

Idzi mbiru mbiri - kutonga uye kugamuchirwa - inoumba hwaro hwekuti mutemo wechiDutch unopindura sei mubvunzo, "Ko algorithm ingaite chikamu here?". Mhinduro iri pachena kwete, asi mutongi wayo wevanhu anogona kubatwa zvachose mutoro.

Chiitiko Chinoshanda: Autonomous Drone Injury

Ngatishandise izvi kune chaiyo-yepasirese mamiriro. Fungidzira kambani inogadzira zvinhu inotumira boka rezvitima zvekutakura drones. Imwe drone, inotungamirwa neAI navigation system, inotadza kushanda panzvimbo yakazara vanhu uye inokonzera kukuvara kwakanyanya.

Muchuchisi anovaka nyaya kupokana nekambani aizozendamira zvakanyanya pahurongwa hwekuita basa:

• Kuratidza Kudzora: Vaizoratidza kuti kambani yaive nemirairo yakazara pamusoro pezvikepe zve drone. Iyo kambani yakaisa nzira dzekutumira, yakagadzirisa zvigadziriso zvesoftware, uye yakabata "kuuraya switch" kudzika ma drones chero nguva.

• Kuratidza Kubvuma: Humbowo hunogona kuzobuda pachena hunoratidza kuti kambani yaiziva kuti AI yayo yaive ne 5% chiyero chekukanganisa munzvimbo dzemadhorobha asi vakafunga kuendesa zvakadaro kuderedza mitengo. Nekushandisa sisitimu kunyangwe iyi njodzi inozivikanwa, kambani yakagamuchira zvinogoneka mukana wemhedzisiro inokuvadza.

Pasi pedzidziso iyi, kambani inova mupari wemhosva (semuenzaniso, kukuvadzwa kwemuviri kunorwadza nekusava nehanya). Iyo AI inongova chiridzwa; Sarudzo dzekambani yekuisa uye kusaitarisira zvakakwana zvinoumba chiitiko chemhosva.

Corporate Liability uye Gross Negligence

Iyi pfungwa yekupara mhosva inoenda zvakananga kumhosva yemakambani. Sangano rinogona kuzvidavirira kana hutsotsi huchigona kunzi ndehwekwairi. Izvi zvinowanzopinda muchiitiko chekusava nehanya kwakanyanya, uko marongero ekambani - kana kushaikwa - kwakagadzira nharaunda umo hutsotsi hunofambiswa neAI hwaisangoitika, asi hunoonekwa.

Nepo misimboti yemutemo yakasimbiswa, kushanda kwavo kuAI kuchiri kutora chimiro. MuNetherlands, kubva muna 2025, hapana mitongo yedare yakaburitswa yakanangana nemhosva yekukuvadza kwakakonzerwa. chete nesarudzo yekuzvimiririra yeAI system. Izvi zvinoratidza kuti ndima yemutemo ichiri kutamba kubata-up nehunyanzvi.

Parizvino, vachuchisi vanogadzirisa dzidziso idzi, vachibata vanhu vane mhosva kana vakadzora iyo AI uye vakabvuma kugona kwayo kwekuita zvisirizvo, senge nyaya dzekuuraya husina hanya kunokonzerwa nekushanda kweAI. Unogona kuverenga zvakawanda nezve mamiriro azvino e AI mumutemo wechiDutch uye zvazvinoreva.

Kune varairi vezvemitemo, chokwadi ichi chinoisa tarisiro pachinhu chimwe chete: kuratidza tarisiro yemunhu ane mutoro uye nzira yekutarisira njodzi. Kuratidza kushaikwa kwekutonga kana kupokana kuti mhedzisiro inokuvadza yaive isingatarisike zvechokwadi ichave yakakosha kudzivirira kupomedzerwa kwakadaro.

Iyo EU AI Act's Impact paCriminal Liability

Nepo Dutch mutemo wepamba senge functioneel daderschap inopa hurongwa hwekupa mhosva, mamiriro ari kugadziridzwa zvinoshamisa nedanho rakakura: European Union's. Artificial Intelligence Act. Ichi hachisi chimwe chikamu chemitemo; Iyo yakazara njodzi-yakavakirwa chimiro chakagadzirirwa kutonga magadzirirwo eAI masisitimu uye kuiswa pamusika mumwe chete.

Kune nyanzvi dzezvemitemo nemabhizinesi, kubata neAI Act kwakakosha nekuti inogadzira mabasa matsva ekuteerera ane chekuita nemhosva yekupara mhosva. Kutadza kutevedzera zvazvinoda zvinogona kushandiswa nevachuchisi sehumbowo hwakasimba hwekuregeredza kana kusangwarira, zvichiumba hwaro hwekupomerwa mhosva kana AI system ichikuvadza. Mutemo uyu unoshandura nhaurirano kubva pakungoita zvakaipa kuenda pakudzidzivirira.

Iyo AI Act inogadza hurongwa hwakajeka, kurongedza maAI masisitimu zvichienderana nekugona kwavo kukuvadza chengetedzo kana kodzero dzakakosha. Ichi chimiro ndicho kiyi yekunzwisisa kubatana kwayo nemutemo wemhosva.

Kunzwisisa Zvikamu Zvengozi

Mhedzisiro yakakosha yeMutemo inobva pamaitiro ayo ane nhanho. Izvo hazvibate ese AI zvakafanana. Pane kudaro, inoronga masisitimu muzvikamu, rimwe nerimwe riine zvisungo zvakasiyana zvemutemo.

• Njodzi isingagamuchiriki: Aya masisitimu anoonekwa seanotyisidzira kodzero dzakakosha zvekuti anorambidzwa zvachose. Funga hurongwa hwehurumende hwekugovanisa zvibodzwa kana chaiyo-nguva yekuzivikanwa biometric munzvimbo dzeveruzhinji nevemutemo (kunze kwakamanikana).

• High-Risk: Iri ndiro chikamu chakakosha chemutemo wemhosva. Inovhara AI inoshandiswa munzvimbo dzakaoma sezvivakwa zvakakosha, zvishandiso zvekurapa, uye, zvakakosha, kuteedzera mutemo uye kutonga kwekururamisira. Maturusi ekufembera emapurisa uye AI inotyairwa mutongo software inowira muboka iri.

• Limited Risk: Aya masisitimu, akadai sechatbots, anotarisana akareruka kuita pachena zvisungo. Vashandisi vanofanirwa kungoziviswa kuti vari kudyidzana neAI.

• Diki Njodzi: Ichi chikamu chinosanganisira akawanda AI maapplication, senge spam mafirita kana AI mumitambo yemavhidhiyo, ayo asina kunyanya kunyoreswa.

Kuisa hurongwa muchikamu che "ngozi isingagamuchirwi" kukanganisa kwakananga kunogona kutsigira nyore mhosva yekuregeredza mhosva kana ikakonzera kukuvadza. Iyo yakakosha nhandare yemutemo yekurwira, zvisinei, ichave yakatenderedza yakanyanya-njodzi masisitimu.

High-Risk Systems uye Kuregeredza Kwemhosva

Kune yakanyanya-njodzi AI, Mutemo unoisa zvinoomesesa zvinodikanwa zvinoshanda semutemo wekutarisira. Zvisungo izvi hazvisi mazano; iwo mabasa anosungirwa kune vanogadzira uye deployers.

Zvinodiwa zvakakosha zvehurongwa hwenjodzi huru zvinosanganisira kutonga kwakasimba kwedata kudzivirira kurerekera, magwaro ehunyanzvi akazara, kujeka kuzere kwevashandisi, kuve nechokwadi chekuti tarisiro yevanhu inogoneka nguva dzese, uye kuchengetedza huwandu hwehuchokwadi uye cybersecurity.

Fungidzira kuti kambani inoshandisa algorithm yekufembera yemapurisa pasina kunyatsoongorora dhata rekudzidziswa kwerusaruraganda-kutyora kuri pachena kweMutemo wekutonga data. Kana iyi gadziriro yakarerekera inotungamirira kukusungwa kusina kururama kunoguma nokukuvadzwa, muchuchisi ane nharo dzakagadzirira. Vanogona kunongedza kune kusateera neAI Act sehumbowo hwakananga hwekutadza kwekambani kutarisira zvine musoro, kuita kuti mhosva yekuregeredza kwekambani kuve nyore kuratidza.

Iyo EU-wide Artificial Intelligence Act, iyo yakatanga kushanda muNetherlands muna Kukadzi 2025, inoumba mamiriro aya emutemo. Kusatevedzera zvinogona kukonzera miripo yekutonga inosvika € 35 mamiriyoni kana 7% yehuwandu hwegore negore. Hurumende yeDutch yakaraira kuti masangano aone uye abvise masisitimu ese akarambidzwa, zvichiratidza kushushikana kwakanyanya pamusoro pekukanganisa kweAI kunoonekwa mukusungwa zvisiri izvo kubva muzvikanganiso zvekuzivikanwa kumeso. Sezvo nyanzvi dzezvemitemo dzichitsigira kodzero dzakakura dzevanopomerwa kupikisa humbowo hweAI, Mutemo uyu uri kugadzira nzira yekuongorora kwakasimba kwematare. Kuti uwane rumwe ruzivo nezve iyi mitemo mitsva, unogona kuongorora iyo AI Act zvirambidzo zvakatanga kushanda.

Zvidzidzo kubva kuDutch Childcare Benefits Scandal

Nepo dzidziso dzemutemo dzichitipa hurongwa, hapana chinoratidza mamiriro epasirese ekutadza kwealgorithmic senge maDutch ekuchengeta vana anobatsira scandal, kana. toeslagenaffaire. Dambudziko renyika iri inyaya inotyisa yekuongorora kusarongeka kwehurongwa, inotungamirwa kwete nemutambi ane hutsinye mumwechete, asi neapaque, otomatiki sisitimu yakabuda kunze kwekutonga.

Iko kunyomba kunoratidza kukuvadza kwemitengo yevanhu kana kuzvidavirira kwarasika mukati me "black box" algorithm. Kune vezvemitemo, chidzidzo chakakosha chekuti masisitimu ega ega, kunyangwe asina kupomerwa mhosva, anogona kukonzera kukuvadza kukuru uye kukanganisa kuvimba neveruzhinji mumasangano edu.

Iyo Algorithm Yakapomera Zviuru Zvenhema

Pamwoyo payo, kunyomba kwaitenderera pane kuzvidzidzira algorithm inoshandiswa neDutch Tax and Customs Administration. Basa rayo raive rekuona hutsotsi hwaigona kuitika muzvikwereti zvekuchengeta vana. Nepo chinangwa chaive chakanaka, hurongwa hwemukati hwemukati hwaive hwakakanganisika uye, pakupedzisira, rusarura.

Iyo algorithm yakatanga kumisa zvisizvo zviuru zvemhuri sevatsotsi zvichienderana nemaitiro aifanira kunge asina kukuvadza. Kutsvedza kudiki kwekutonga, senge siginicha yakashaikwa, yaive yakakwana kukonzeresa kuferefetwa kwehutsotsi. Migumisiro yacho yakanga iri ngwavaira kwenguva refu 26,000 mhuri, vakanzi vabhadhare makumi ezviuru emaeuro, zvichiita kuti vakawanda vapinde mumatambudziko emari.

Mamiriro ezvinhu aya anoratidza kuti AI inogona kuwedzera kusarongeka nesimba sei. Maitiro erusarura mumatanho evakuru vemitero akanangana nemapoka, zvichikonzera kukanganisa kwakanyanya kwemari nemagariro. Mukupindura kuchema kwenyika, hurumende yeDutch yakaburitsa 'Handbook on Non-Discrimination by Design' mu. 2021 kudzivirira nekudzivirira kusarura kwakadaro mune ramangwana AI masisitimu. Iwe unogona kuwana zvimwe zviziviso pamusoro mutemo wechiDutch uri kuchinjika sei kuAI pane globallegalinsights.com.

Iwo Akakosha Mikana muKujeka uye Kuzvidavirira

The toeslagenaffaire yakavhura mikaha yakawanda yakakosha mukutonga kwemutemo uye kwetsika kwekuita sarudzo. Uku kutadza kuri pakati pekunzwisisa kana algorithm yakabuda inogona kumutsa mibvunzo yekuparwa kwemhosva kune vashandisi vayo.

Zvinhu zvitatu zvakakundikana zvakabuda pachena:

• Kushaikwa kweTrans pachena: Mhuri dzakakanganisika hadzina kumbopiwa chikonzero chakajeka nei dzakamiswa. Sistimu yacho yaive bhokisi dema, zvichiita kuti vasakwanise kupikisa mhedziso dzayo.

• Kusaonekwa Kwevanhu: Sarudzo dzealgorithm dzaiwanzobatwa sevhangeri. Paive nekutadza kwehurongwa hwevakuru vevanhu kubvunza kana kupfuudza kurongeka kwehutsotsi.

• Kufungidzira Kwemhosva: Kamwe hurongwa hwacho hwaratidza mhuri, vainzi vane mhosva. Ikoku kwakadzora mutoro woufakazi, kuchivamanikidza kupinda muhondo isingabviri kubvumikisa kusava nemhaka kwavo nomupomeri asingaoneki.

Kunyomba kwacho chaive chiyeuchidzo chakasimba chekuti kana otomatiki ikaita sarudzo inoshandura hupenyu, "kodzero yekutsanangurirwa" haisi yeumbozha - chinhu chakakosha chekururamisira. Pasina iyo, hapagoni kuva nechikumbiro chine revo.

Kune ani nani akatarisana nemhosva dzakadai, kunzwisisa mutemo wemutemo kwakakosha. Nzira yeDutch yekubiridzira yakaoma, uye kunyomba kunosimbisa kukosha kwekutungamirirwa kwenyanzvi. Dzidza zvakawanda nezve Nzira yemutemo yeDutch yekubiridzira uye mhosva dzemari mune yedu chinyorwa.

Zvinozoitika: Kusundidzira Kudzora

Kunyange pasina algorithm yakaiswa pakutongwa, kudonha kwevanhu nezvematongerwo enyika kwakakura. Zvakakonzera kusiya basa kwehurumende yese yeDutch mu 2021. Kunyomba kwakava simba guru rekuchinja, richipesvedzera zvakananga kuvandudzwa kwemitemo yakasimba yekushandisa AI mukutonga kweruzhinji.

Zvakaratidza kuti kunyangwe pasina mhosva yakanangana nekodhi pachayo, kushandisa zvisina tsarukano hurongwa husina kunaka hunogona kuve nemhedzisiro pamwe nekusakendenga kwemasangano. Iyi ngano yeyambiro ikozvino inozivisa nhaurirano dzekutonga muEurope yese, kusanganisira iyo EU AI Act, kuve nechokwadi chekuti pachena, kururamisira, uye tarisiro yevanhu zviri pamberi pane chero ramangwana kutumirwa kweAI.

Dziviriro Matanho Kana AI Inobatanidzwa

Kana mutengi akatarisana nemhosva nekuda kwechimwe chinhu chakaitwa neAI system, zano ravo remutemo rinopinda munyika itsva yakaoma. Iyo yakajairwa yemutemo bhuku rekutamba rinoda fungidziro huru. Dziviriro yakasimba inofanirwa kutarisa pakubvisa nyaya yemuchuchisi nekuda kwechinangwa chemunhu kana kuregeredza, uye izvo zvinowanzoreva kupindira mune algorithm yekuzvimirira uye dzimwe nguva isingafungidzike hunhu.

Dambudziko guru kune chero muchuchisi kuratidza kuti munhu aive nechinangwa chekupara mhosva (varume rea) apo chikonzero chakananga chekukuvadza kwaiva algorithm yakaoma. Apa ndipo chaipo apo dziviriro ine kuvhura kwayo kwakanakisa. Chinangwa ndechekugadzira kusahadzika zvine musoro nekuratidza kuti munhu anga asina kutonga kana kufanoona kubatwa aine mhosva yesarudzo yakazvimirira yeAI.

Chinonetsa Chinangwa neBlack Bhokisi Dziviriro

Imwe yenharo dzakasimba dziripo ndeye "black box" kudzivirira. Iri zano rinotamba nenyaya yekuti akawanda epamberi AI masisitimu, kunyanya ayo akavakirwa pakudzidza kwakadzama kana neural network, ane opaque. Nharo yacho yakatwasuka: kana vanhu vakagadzira sisitimu yacho vasingakwanise kutsanangura zvizere kuti yakasvika sei pane imwe mhedziso, mushandisi angatarisirwe sei akafanoona uye akaronga mhosva?

Kudzivirirwa uku kunoenda kumoyo wechinangwa chinodiwa. Gweta rinogona kupokana kuti chiito cheAI chinokuvadza chaive chisingatarisike, maitiro ekukurumidza-rudzi rwedhijitari fluke, kwete chiitiko chetsotsi chakarongwa. Iyo yakanyanya kuoma uye kuzvimiririra iyo AI, iyo inonyanya kumanikidza iyi nharo inova.

Kuita kuti dziviriro iyi ishande, iwe unoda zvachose nyanzvi dzakakodzera parutivi rwako.

• Digital Forensics Nyanzvi: Vanogona kunyura mukodhi yeAI, matanda edata, uye nzira dzekuita sarudzo kuti vawane chaipo payakatsauka pamaitiro ayo aitarisirwa.

• AI Ethicists uye Computer Sayenzi: Nyanzvi idzi dzinogona kupupura nezve yakavakirwa-mukati isingafungidzike yemamwe mhando dzeAI. Vanogona kutsanangurira dare kuti nei "rogue" mhedzisiro yaive kutadza kwehunyanzvi, kwete chigadzirwa chekuda kwemupomeri.

Nekuronga chiitiko ichi sechikanganiso chisingatarisike, dziviriro inogona kunyatsopikisa kuti yakakosha "pfungwa ine mhosva" inodiwa pakutenda haipo.

Kuratidza Kushaya Kudzora kana Kutadza Kusiiwa

Imwe nzira inoshanda ndeyekukakavara kushaya kudzora kunoshanda. Pasi pemutemo weDutch we functioneel daderschap (functional perpetration), mhosva inoda kuti mupomerwi ave nesimba rekudzora chiito. Dziviriro inogona kusundidzira kumashure pane izvi nekuratidza kuti, kana AI ichinge yasimuka uye ichimhanya, yakashanda nedhigirii rekuzvimiririra iyo yakaisa zviito zvayo kupfuura pesvedzero yakananga yemupomerwi.

Izvi zvinogona kusanganisira kuratidza kuti sisitimu yacho yakagadzirirwa kudzidza uye kuchinjika munguva chaiyo, ichiita kuti maitiro ayo aite mvura uye asingafungidzike zvachose. Nzvimbo yekudzivirira inova yekuti mupomerwi haagone kupihwa mhosva yechiito chavasina kuraira zvakananga kana kumisa zvine musoro.

Mwongo wekudzivirira uku kushandura rondedzero kubva kune imwe yekukanganisa kwevanhu kuenda kune yekuzvitonga kwetekinoroji. Inodzokorora mupomerwi kwete semupari wemhosva, asi semunhu akabatwa nehurongwa husingafungidzirwe pfungwa.

Kana zviito zveAI zvinogona kutungamira kune mhosva, kuve nesimba AI agent guardrails panzvimbo haisi danho rakakosha rekudzivirira chete asiwo chikamu chakakosha chekudzivirira kwakasimba. Kuratidza kuti idzi mhando dzemaitiro-e-iyo-maitiro ekuchengetedza matanho akaitwa anogona kutsigira zvine simba nharo yekuti mupomerwi haana kubvuma nekusangwarira njodzi yemhedzisiro inokuvadza.

Pakupedzisira, kodzero yekudzivirira kwakanaka ndiyo yakakosha, kunyangwe mumamiriro ezvinhu akaoma kunzwisisa. Mupomerwi ane dziviriro yakakosha, sezvavaizoita mumhosva ipi neipi yemunhu. Kuti unzwisise aya misimboti mune yakakura mamiriro, unogona kudzidza zvakawanda nezvazvo kodzero yekunyarara munyaya dzemhosva uye kuti inoshanda sei mumutemo wechiDutch.

Iyo Inoshanda Kutevedzera Mugwagwa weMabhizinesi Anoshandisa AI

Kuziva dzidziso dzemutemo chinhu chimwe, asi chaizvo kuvaka hwaro hwakasimba hwekuteerera nderimwe dambudziko zvachose. Kune mabhizinesi anoshandisa AI muNetherlands uye mhiri kweEU, nzira yakanakisa yekudzora njodzi yemhosva ndeye kuburikidza nekutonga kwakasimba uye nekugona kuratidza kuti waita basa rako rechikoro. Mugwagwa wakajeka wakakosha.

Izvi hazvisi zvekumisa hunyanzvi. Izvo ndezvekuisa chengetedzo yakangwara munzvimbo kuchengetedza kambani yako, vatengi vako, uye mukurumbira wako. Nekugadzira yakasimba yemukati chimiro, iwe uri kuvaka zvakare dziviriro ine simba kubva kune chero zvichemo zvekuregeredza kana kusakendenga kana AI system ikamboita kukuvadza kusingatarisirwe.

Kuvaka Yako AI Governance Foundation

Zvinhu zvekutanga kutanga: iwe unoda chimiro chakajeka chekutarisa uye kuzvidavirira. Iri harisi dambudziko reIT chete; ibasa rakakosha rebhizinesi rinoda rutsigiro rwakazara kubva kune ako emutemo, kutevedzera, uye zvikwata zvepamusoro. Kutora yakasimba AI kutonga kwakanakisa maitiro inhanho yakakosha yekugadzirisa njodzi uye kuona kuti AI yako yaiswa zviri pamutemo uye zvine hutsika.

Modhi yako yekutonga inofanirwa kuvakwa pane mashoma akakosha mbiru:

• Human-in-the-Loop Oversight: Kune chero sarudzo yepamusoro-soro, munhu anofanira kuve nesarudzo yekupedzisira. Uyu munhu kana timu inoda chiremera uye tekinoroji kuziva-maitiro ekupindira, kugadzirisa, kana kupfuudza zvizere mazano eAI.

• Bvisa Accountability Lines: Iwe unofanirwa kunyatso tsanangura kuti ndiani ane basa reAI system padanho rega rega-kubva pakuvandudza uye kutsvaga data kusvika pakutumirwa uye kuenderera mberi kwekutarisa. Chero nzvimbo dzakachena pano dzinogadzira njodzi huru dzemutemo.

• Nguva dzose Algorithmic Audits: Sekungoongorora kwaunoita mari yekambani yako, unofanirwa kugara uchiongorora maAI ako masisitimu. Ongororo idzi dzinofanirwa kuitwa nevechitatu mapato akazvimirira kuti vatarise kuita, kuita zvakanaka, uye kutevedza mitemo yakaita seEU AI Act.

Kusimbisa Kutsanangura uye Kutendeseka kweData

Kana usingakwanise kutsanangura kuti system yako inoshanda sei, haugone kuidzivirira mudare. Dambudziko re "black box" inzvimbo huru yepamutemo isina simba, inoita kuti dhizaini yekubuda pachena inyanyokosha.

Tsananguro neKugadzira inofanira kuva musimboti usingagone kutaurirana. Zvikwata zvako zvehunyanzvi zvinofanirwa kuvaka masisitimu uko maitiro ekuita sarudzo anogona kunyorwa, kunzwisiswa, uye kutsanangurwa kune vasiri tekinoroji sevatongi nevatongi.

Izvi zvese zvinotanga nedata rinoshandiswa kudzidzisa mamodheru ako. Meticulous data utongi ndiyo yako yakanakisa dziviriro kubva kune rusaruro - hombe sosi yekukuvadza algorithmic. Ita shuwa kuti data rako nderemhando yepamusoro, rakakodzera, uye rinomiririra zvakanaka vanhu varichabata. Nyora nhanho yega yega mabviro aunoita, kuchenesa, uye kugadzirisa data kugadzira yakajeka yekuongorora nzira. Magwaro aya ndiwo humbowo husingakoshi hwekuti wakashanda nesimba.

An EU AI Act Compliance Checklist

Iyo EU AI Act ndeyese nezve proactive njodzi manejimendi, kunyanya kune yakanyanya-njodzi masisitimu. Nzira yako yekuteerera inoda kuratidza kuzvipira kunoenderera kune kuchengeteka uye kurongeka.

Rondedzero inoshanda inofanira kusanganisira:

1. Risk Classification: Rongedza zviri pamutemo hurongwa hwese hweAI iyo kambani yako inoshandisa zvinoenderana neiyo Mutemo wenjodzi zvikamu.

2. Impact Assessments: Usati watumira chero AI ine njodzi huru, itisa uye gwaro Dziviriro Dziviriro Impact Assessments (DPIAs) uye Dzinokosha Kodzero Impact Assessments (FRIAs).

3. Zvekunyora Zvinyorwa: Chengetedza zvinyorwa, zvemazuva ano zvehunyanzvi zvakagadzirira kupa kune vanodzora pese pavanokumbira.

4. Kuenderera mberi Kuchengeta: Misa maitiro ekutarisa kwemashure kwemusika kuti uchengete ziso pakuita kweAI uye ubate chero njodzi dzisingatarisirwe dzinoratidza mushure mekunge yaiswa.

Mibvunzo Inonyanya Kubvunzwa

Iko kuyambuka pakati peAI nemutemo wemhosva zvinonzwisisika kunounza mibvunzo yakawanda. Pano, isu tinobata zvimwe zvinonyanya kunetsa kune vezvemitemo, vanogadzira, uye varidzi vemabhizinesi vachinetsekana kana algorithm ichinyatsogona kukonzeresa mhosva.

Ko Kambani Inogona Kubatwa Nemhosva Kana AI Yayo Inosarura?

Hongu, inogona zvachose. Nepo iwe usingazoone AI system pachayo pachiteshi, kambani yaiisa kushandisa inogona kutarisana nemhosva yekusarura pasi pemitemo yemhosva dzemakambani eDutch.

Kana hutungamiriri hwekambani hwaiziva nezve mukana weAI wekurerekera uye hapana chaakaita, kana dai vaive vasina hanya zvakanyanya muutarisiri hwavo, mhosva dzekupara mhosva ndeyechokwadi. Iyo EU AI Act inoisawo yakasimba anti-bias mitemo kune yakanyanya njodzi masisitimu. Kukundikana kusvitsa mipimo iyoyo kwaizova ufakazi hwakasimba hwokuregeredza munhau ipi neipi youtsotsi. Chiyero chepamutemo chinogara chichipenya zvakanyanya pazvisarudzo zvevanhu zvakaitwa zvakatenderedza kusikwa kweAI, kudzidziswa, uye kutumira.

Chii Chinetso cheBlack Bhokisi muAI?

Dambudziko re "bhokisi dema" ishoko remhando dzeAI dzakaomarara apo kunyangwe vanhu vakaavaka havagone kuteedzera zvizere kuti chakabuda sei chakasvika. Iyi inyaya hombe kana AI nemutemo wematsotsi zvinobonderana.

Mudare, izvi zvinogona chaizvo kuve musimboti wekudzivirira. Gweta rinogona kupokana kuti mugumisiro unokuvadza wakanga usingaonekwi zvachose, zvichireva kuti mumiririri akanga asina chinangwa chekupara mhosva (varume rea) Nharo yacho iri nyore: vangave vakaronga sei mhedzisiro yavaisagona kufanotaura?

Asi vachuchisi vane kudzoka kwakasimba. Vanogona kupokana kuti kuendesa hurongwa hune simba, husingafungidzike pasina dziviriro dzakafanira, iko pachako, chiito chekusangwarira kana kuregeredza kwakakomba. Uye izvo zvinogona kukwana kugutsa chinhu chepfungwa chinodiwa kune mhosva yemhosva.

Izvi zvinogadzira danho rekurwa kwepamutemo kwepamusoro-soro pamusoro pekuonekwa uye basa rekutarisira.

Ndeipi Nzira Yakanakisa Yekuti Vagadziri Vadzikise Njodzi Yemutemo?

Chinhu chimwe chete chinonyanya kushanda chinogona kuitwa nevagadziri kuti vazvidzivirire kubva kunjodzi yepamutemo kuchengeta zvine hungwaru, zviri pachena zvinyorwa kuburikidza nedanho rega rega rehupenyu hweAI. Funga nezvazvo sekugadzira yakadzama "audit trail" inogona kuve yako yakakosha chikamu cheuchapupu.

Aya magwaro anonyatsoda kuvhara zvese kubva pakutanga kusvika pakupedzisira:

• Data Sources: Iyo data yekudzidziswa yakabvepi, uye yakatariswa sei kunaka uye kurerekera?

• Bias Mitigation: Ndeapi matanho akatorwa kutsvaga nekubvisa kusarura kubva mumaseti?

• Dhizaini Rational: Ndeipi yaive pfungwa kumashure kwesarudzo dzakakosha dzekuvaka uye algorithms?

• Testing Results: Rekodhi yakazara yeyese bvunzo kumhanya, kusanganisira kukundikana uye magadzirisiro awakaita.

Kuisa hwaro hwakajeka hwekutarisisa kwevanhu kwakakoshawo. Kana kuferefetwa kukaitika, pepa iri rinoshanda seumboo husingarambiki hwekushingairira. Zvinobatsira kuratidza kuti chero kukuvadzwa kupi zvako kwakakonzerwa yaive tsaona isingatarisirwe zvechokwadi, kwete mhedzisiro yekuregeredza-uye inoumba hwaro hwekudzivirira kwakasimba kwepamutemo.