AI pakuchita: Ndani ali ndi udindo pazolakwa zopangidwa ndi luntha lochita kupanga?

1. Mau oyamba: Kodi udindo wa AI ndi chiyani ndipo chifukwa chiyani uli wofunikira?

Luntha lochita kupanga likalakwitsa, magulu osiyanasiyana atha kukhala ndi mlandu: Opanga AI, ogwiritsa ntchito, opanga kapena opereka chithandizo. Mu bukhuli, muphunzira kuti ndani ali ndi udindo liti, malamulo ati omwe angagwire ntchito komanso momwe mungachepetsere zoopsa.

Artificial Intelligence (AI) imatenga gawo lalikulu mdera lathu kuposa kale. Tekinoloje iyi sikuti imangobweretsa zopindulitsa zambiri, komanso zovuta zamalamulo, makamaka pankhani ya malamulo, udindo komanso malingaliro abwino. Kuchokera pazachipatala mpaka pazachuma, machitidwe a AI akuchulukirachulukira kugwira ntchito kuchokera kwa anthu. Koma chimachitika ndi chiyani ngati dongosolo la AI likuwononga? Ndani ali ndi udindo pazotsatira zake? Chimodzi mwazinthu zomwe zimadetsa nkhawa kwambiri ndikugwiritsa ntchito AI pazachipatala ndikuti ndani ali ndi vuto lililonse. Kugwiritsa ntchito kwa AI pazachipatala kumadzutsa mafunso okhudza yemwe ali ndi udindo wozindikiridwa molakwika kapena kulandira chithandizo cholakwika.

Funsoli likukhala lofunika kwambiri pamene AI ikusintha magawo monga chisamaliro chaumoyo, mayendedwe ndi ndalama. Ngakhale AI imapereka mwayi waukulu, imabweretsanso zoopsa zatsopano zomwe zimatsutsa dongosolo lamalamulo lomwe lilipo. Nkhani yamalamulo ya AI ndi yovuta ndipo imafuna kufotokozedwa bwino kwa malamulo omwe alipo. European Union ikugwira ntchito yogwirizanitsa malamulo a AI, ndi Nyumba Yamalamulo ya ku Europe ikuchita gawo lofunika kwambiri poyambitsa malamulo atsopano.

M'nkhaniyi, tikambirana za malamulo onse okhudzana ndi udindo wa AI, kuyambira pa mangawa mpaka pazamalonda, zitsanzo zothandiza kuchokera kumilandu yaku Dutch, ndi njira zenizeni zochepetsera ziwopsezo zanu. Ngakhale kutukuka kwachangu, kugwiritsa ntchito AI m'magawo ambiri kudakali koyambirira, zomwe zikutanthauza kuti malamulo ndi kukhazikitsidwa koyenera zikupitilirabe.

2. Kumvetsetsa udindo wa AI: Mfundo zazikuluzikulu ndi matanthauzo

2.1 Tanthauzo lalikulu

Udindo wa AI ndi udindo walamulo pa kuwonongeka komwe kumachitika chifukwa cha kugwiritsa ntchito makina a AI. Luntha lochita kupanga limatanthauzidwa mwalamulo ngati machitidwe omwe amatanthauzira deta yokha, kuphunzira kuchokera ku detayo kenako nkuchita zisankho kapena zochita popanda kulamulidwa mwachindunji ndi anthu. Lingaliro la 'kulephera' kwa zinthu za AI liyenera kuphatikizapo kuthekera kwakuti chinthu chingalephereke pambuyo pogulitsa chifukwa cha zinthu zomwe zimaphunzira zokha. Udindo wazinthu tsopano uyeneranso kuganizira luso la AI lodziphunzirira pakuwunika zolakwika. Lamulo laposachedwa la Udindo wa Zogulitsa kuyambira 1985 silikwanira pazinthu za AI.

Mawu ofanana ndi mawu ofananira nawo:

• Mlandu wokhwima: udindo wopanda umboni wolakwa
• Zovuta zamalonda: udindo wa opanga zinthu zolakwika
• Ngongole yotsatsa: kuwonongeka kobwera chifukwa cha mgwirizano wamgwirizano
• Khalidwe labwino: mangawa potengera mtundu wa chinthu kapena ntchito yoperekedwa

Mapangano a makontrakitala makamaka amatsimikizira kugawidwa kwa maudindo ndi ngongole pakati pa maphwando. Kuthekera kobweza zomwe zawonongeka kutengera udindo wa mgwirizano zimadalira kwambiri ntchito ya AI.

Malangizo aukadaulo: Mvetsetsani tanthauzo la AI mwalamulo musanayang'ane za udindo. Makina a AI amasiyana ndi mapulogalamu akale pa luso lawo lodziphunzirira komanso kupanga zisankho paokha.

2.2 Mgwirizano pakati pa malingaliro

Udindo wa AI umakhudzana ndi malingaliro ndi malamulo osiyanasiyana:

Mapu achiyanjano osavuta:

Kulakwitsa kwa AI → kuwonongeka kumachitika → ulalo woyambitsa → udindo umakhazikitsidwa → chipukuta misozi chimatsatira
AI Act → zofunikira zachitetezo → kusamvera → kuchuluka kwa ngongole
Lingaliro lazinthu → chinthu chosokonekera → udindo wopanga → chipukuta misozi

Civil Code (Article 6:162 BW) imayang'anira zochitika zankhanza, pomwe Product Liability Directive imagwira ntchito pazinthu zomwe zili ndi vuto. Latsopano la AI Act likuwonjezera zina zowonjezera machitidwe a AI omwe ali pachiwopsezo chachikulu. Pa Seputembara 28, 2022, European Commission idapereka malangizo atsopano okhudza AI. Malangizo atsopanowa amafuna kuti opanga azikhala ndi mlandu wowonongeka chifukwa cha AI.

3. Chifukwa chiyani udindo wa AI ndi wofunikira pazachuma cha digito

Malamulo omveka bwino a AI ndi ofunikira kuti anthu avomerezedwe komanso kupanga zatsopano. Popanda kumveka bwino, omwe akhudzidwa ndi zolakwika za AI akhoza kusiyidwa popanda kuthandizidwa, pomwe opanga amakumana ndi kusatsimikizika za kuwopsa kwawo mwalamulo. Kupanda udindo womveka bwino walamulo kwa AI kumabweretsa kusatsimikizika kwalamulo, zomwe zimapangitsa kuti ozunzidwa sangathe kulandira chipukuta misozi ndipo makampani safuna kupanga zatsopano. European Union ikugwira ntchito yogwirizanitsa malamulo azovuta zamaukadaulo a AI.

Ubwino wa konkire wamalamulo omveka bwino:

• Chitetezo kwa ozunzidwa ndi zolakwika za AI
• Chilimbikitso cha chitukuko chotetezeka cha matekinoloje atsopano
• Kukhulupirirana pakati pa ogula ndi mabizinesi
• Malo osewerera kwa opanga AI

Malinga ndi kafukufuku wa European Commission, udindo wosadziwika bwino wa AI ukhoza kuchedwetsa zatsopano, ndipo kuchuluka kwa zowononga zokhudzana ndi AI kuwirikiza kawiri pakati pa 2020 ndi 2022, makamaka m'zachuma ndi zaumoyo. Pamene phwando likuwonongeka chifukwa chakuti dongosolo la AI limapanga zolakwika, izi zikhoza kubweretsa zovuta zowonongeka ndi milandu.

Zowerengera:

• 60% yamabizinesi akuzengereza kukhazikitsa AI chifukwa cha zoopsa zomwe zingachitike, ndipo kugwiritsa ntchito bwino kwa AI kumadzutsa mfundo zina zamalamulo.
• Zolakwa za Medical AI zimakhala ndi 40% yazinthu zonse zokhudzana ndi AI
• Lamulo la EU AI likugwira ntchito ku 15% ya mapulogalamu onse a AI (machitidwe omwe ali pachiwopsezo chachikulu) ndipo makampani akuyenera kutsatira malamulowa.

Ogwiritsa ntchito amatha kuyembekezera kuti machitidwe a AI azigwira ntchito motetezeka komanso modalirika, poyerekeza ndi machitidwe a anthu kapena matekinoloje ena. Komabe, chiwopsezo chidakali chakuti AI ipanga zolakwa zazikulu, zomwe zimatsimikizira kufunikira kwa malamulo omveka bwino.

4. Chidule cha maphwando omwe ali ndi udindo ndi zida zamalamulo

Malamulo ovomerezeka pazochitika zilizonse:

• Medical AI: AI Act + malamulo azachipatala; malamulo ndi malamulo oyenera monga Network and Information Systems Security Act (Wbni) amagwira ntchito
• Magalimoto odziyimira pawokha: Road Traffic Act + udindo wazogulitsa
• Financial AI: Wft + malamulo olamulira algorithm
• Ntchito za General AI: Civil Code + AI Act

Mukayika machitidwe a AI, funso limabuka ngati mapulogalamu a AI angatengedwe ngati chinthu chosunthika, chifukwa cha mawonekedwe ake osawoneka komanso magwiridwe antchito ovuta.

Ntchito zamalamulo m'munda wa AI zikuchulukirachulukira pansi pa gawo lomwe likutuluka la malamulo anzeru opangira.

5. Machitidwe a AI: Mitundu, ntchito ndi kufunikira kwa udindo

Machitidwe a AI ndi amodzi mwa matekinoloje atsopano omwe ali ndi mphamvu kwambiri m'nthawi yathu ino ndipo akugwira ntchito yofunika kwambiri m'magawo osiyanasiyana. Machitidwewa amachokera ku AI yobereka, yomwe ingathe kupanga zolemba, zithunzi kapena zinthu zina, ku mapulogalamu osagwira ntchito omwe amafufuza zovuta kapena kupanga zisankho zochokera kuzinthu zambiri. Chomwe chimadziwika ndi machitidwewa ndi kuthekera kwawo kuphunzira kuchokera ku data ndikugwira ntchito modziyimira pawokha, nthawi zambiri popanda kuwongolera mwachindunji kwamunthu.

Machitidwe a AI ndi ogwirizana kwambiri ndi udindo chifukwa amatha kuwononga m'njira zapadera. Chifukwa chake European Commission yapereka lingaliro la AI Liability Directive, lomwe limayang'ana makamaka pazovuta zomwe zimachitika chifukwa cha machitidwe a AI. Mpaka pomwe lamulo latsopanoli liyamba kugwira ntchito, tiyenera kudalira malamulo adziko omwe alipo kale komanso Product Liability Directive, yomwe poyamba idapangidwira zinthu zogwirika koma tsopano ikugwiritsidwanso ntchito ku mapulogalamu osagwirika ndi mapulogalamu a AI.

Chimodzi mwazovuta zazikulu pazovuta za AI ndikutsimikizira kulumikizana kwazomwe zimachitika pakati pa dongosolo la AI ndi kuwonongeka. Chifukwa cha luso lodziphunzira komanso nthawi zambiri kuwonekera pang'onopang'ono kwa machitidwe a AI, sizidziwika nthawi zonse ngati cholakwika kapena cholakwika chingakhale chifukwa cha dongosololi. Izi zimapangitsa kuti zikhale zovuta kudziwa ngati chinthucho chili ndi cholakwika mkati mwa tanthauzo la Product Liability Directive, makamaka pankhani ya generative AI ndi mitundu ina yamapulogalamu osawoneka.

Mlandu wamakhalidwe abwino pazinthu zomwe zili ndi zolakwika zimakhalabe mfundo yofunika. Malinga ndi Product Liability Directive, chinthu chikuyenera kukwaniritsa miyezo yachitetezo yomwe ingayembekezere. Komabe, ndi machitidwe a AI, sizidziwika nthawi zonse kuti ziyembekezozo ndi ziti, makamaka ngati dongosololi likupitirizabe kukula pambuyo poyikidwa. Momwe dongosolo la AI limapangidwira, kuyesedwa ndi kusamalidwa, malangizo ogwiritsira ntchito ndi machenjezo operekedwa, komanso momwe ogwiritsa ntchito amadziwira zoopsa zonsezi ndizofunikira pakuwunika udindo.

Lamulo lamilandu ya Khothi Loona za Chilungamo ku Europe ndi Khothi Lalikulu pazavuto lazinthu limapereka chitsogozo, koma kugwiritsa ntchito kwake ku machitidwe a AI sikunakhazikitsidwebe. Malangizo omwe alipo komanso malamulo adziko nthawi zina amalephera kuthana ndi zoopsa zapadera za AI, zomwe zimapangitsa kuti pakhale kufunikira kwa malamulo atsopano komanso malamulo omveka bwino.

Mwachidule, kupanga ndi kugwiritsa ntchito machitidwe a AI kumapereka mwayi waukulu, komanso kumabweretsa zovuta zalamulo. Ndikofunikira kuti dongosolo lazamalamulo liziyendera limodzi ndi chitukuko chaukadaulo kuti chiwongolero cha zowonongeka zomwe zachitika chifukwa cha machitidwe a AI zitha kuyendetsedwa mwachilungamo komanso moyenera. Mpaka nthawi imeneyo, ndizofunikira kuti makampani ndi ogwiritsa ntchito AI akhale tcheru ndi momwe amagwiritsira ntchito machitidwe a AI ndikuwongolera mosamala zoopsa.

6. Kalozera wam'munsimu kuti mudziwe udindo wa AI

Khwerero 1: Dziwani zolakwika ndi kuwonongeka kwa AI

Musanayambe, dziwani:

• Ndi chisankho chanji cha AI kapena zotuluka zomwe zidawononga?
• Kodi pali kuwonongeka kwachindunji kwachuma, kwakuthupi kapena kwakuthupi?
• Kodi chiwonongekocho chinachitika liti ndipo zinali zotani?

Mndandanda wowunikira zowonongeka: 

□ Lembani chisankho cha AI kapena zotulukapo zolakwika

□ Sonkhanitsani umboni wa zowonongeka zomwe zawonongeka

□ Khazikitsani nthaŵi ya zochitika

□ Dziwani onse okhudzidwa

□ Kusunga makontrakitala oyenerera ndi malamulo ogwiritsira ntchito

Chitsanzo: AI yolemba anthu ntchito imakana anthu ofuna ntchito molakwika potengera njira zosankhira anthu ntchito, zomwe zimapangitsa kuti anthu ofuna ntchito awonongeke pazachuma.

Khwerero 2: Tsimikizirani mtundu womwe uyenera kuperekedwa

Sankhani mangawa a mgwirizano pamene:

• Pali mgwirizano wa mgwirizano pakati pa maphwando
• Wopereka AI wapereka zitsimikizo zenizeni
• Kugwiritsa ntchito kumalowa mkati mwazogwirizana

Sankhani udindo wazinthu pamene:

• Dongosolo la AI limagwera pansi pa tanthauzo la 'chinthu'
• Pali cholakwika pakutsatsa
• Zowonongeka zidabwera chifukwa cha zolakwikazo

Sankhani chiwongoladzanja pamene:

• Palibe mgwirizano wamgwirizano womwe ulipo
• Wogwiritsa ntchito AI adachita mosasamala
• Panali kuphwanya ntchito ya chisamaliro

Zida zamalamulo zovomerezeka:

• Funsani maloya apadera a AI
• Gwiritsani ntchito mndandanda wazotsatira wa AI Act
• Funsani ndi makampani a inshuwaransi za chithandizo

3: Sonkhanitsani umboni ndikukhazikitsa mlandu

Kusonkhanitsidwa kwaumboni pazovuta za AI:

• Umboni waukadaulo: zipika, zolemba za algorithm, deta yophunzitsira
• Umboni wa ndondomeko: malangizo ogwiritsa ntchito, njira zoyendetsera
• Umboni wa kuwonongeka: zokhuza zachuma, malipoti azachipatala, malingaliro a akatswiri

Ma metrics pazolinga zopambana:

• Kukwanira kwa zolemba (osachepera 80% ya data yoyenera)
• Mphamvu ya ulalo woyambitsa (zotsimikiziridwa mwasayansi)
• Kumveka kwa kuchuluka kwa kuwonongeka (kuchuluka kwamphamvu)

Kulumikizana koyambitsa pakati pa zolakwika za AI ndi kuwonongeka ndikofunikira. Ndi makina ovuta a AI ("bokosi lakuda AI"), izi zitha kukhala zovuta mwaukadaulo, koma dongosolo la AI Liability Directive likufuna kubweretsanso umboni wina pa izi.

7. Zolakwika zofala muzolakwa za AI

Cholakwika 1: Malamulo osamveka bwino okhudza kugwiritsa ntchito AI Mapangano ambiri alibe zigawo zinazake zokhudza udindo wa AI, zomwe zimapangitsa kuti pakhale kusatsimikizika kuti ndani amene ali ndi udindo ngati pachitika zolakwika.

Kulakwitsa 2: Zolemba zosakwanira za zisankho za AI
Makampani nthawi zambiri amalephera kusunga zipika zokwanira komanso njira zopangira zisankho, zomwe zimapangitsa kuti zikhale zovuta kutsimikizira kapena kutsutsa.

Cholakwika 3: Kunyalanyaza udindo wa EU AI Act Mabungwe omwe amagwira ntchito ndi machitidwe a AI omwe ali pachiwopsezo chachikulu nthawi zambiri amanyalanyaza udindo watsopano wokhudza kuwonekera poyera, zolemba, ndi kasamalidwe ka zoopsa zomwe zafotokozedwa ndi AI Act.

Malangizo abwino: Pewani zolakwa izi mwa kukhazikitsa ulamuliro womveka bwino wa AI pasadakhale, kusintha mapangano okhala ndi zigawo zomveka bwino za AI, ndikukonza motsatira malamulo a AI Act. Ikani ndalama muzolemba zabwino komanso kutsata zisankho za AI.

8. Chitsanzo chothandiza: Cholakwika cha Medical AI mu chipatala cha Dutch

Kafukufuku wa nkhaniyi: "Chipatala X chinapewa udindo wokhudzana ndi vuto la AI lozindikira matenda kudzera m'mapangano oyenera"

Vuto loyamba: Dongosolo la X-ray AI m'chipatala cha ku Netherlands silinapezeke ndi khansa, zomwe zinachititsa kuti wodwalayo achedwe kulandira chithandizo. Wodwalayo adapempha ndalama kuchokera kuchipatala komanso kwa wogulitsa AI.

Mayendedwe:

1. Kusanthula kwa contract: Chipatalacho chinali chitanena momveka bwino kuti AI iyenera kugwiritsidwa ntchito pazinthu zothandizira
2. Umboni wa ndondomeko: Zolemba zasonyeza kuti katswiri wa radiologist ndiye adapanga chisankho chomaliza
3. Kufufuza kwaukadaulo: Wopereka AI adatsimikizira kuti dongosololi limagwira ntchito molingana ndi zomwe zanenedwa
4. Njira zamalamulo: Pemphani ku njira zamankhwala zokhazikika komanso udindo wamunthu

Zotsatira zomaliza:

• Udindo: Pamapeto pake amapatsidwa chithandizo cha radiologist
• malipilo: Imalipidwa ndi inshuwaransi yazachipatala
• Zotsatira zamgwirizano: Wopereka AI alibe zonena
• Njira kukhathamiritsa: Ndondomeko zotsogola zothandizira AI

Maphunziro azamalamulo: Mlanduwu ukuwonetsa kufunika kwa mapangano omveka bwino komanso kusunga udindo wa anthu pa ntchito zofunika kwambiri za AI m'magawo azachipatala.

9. Mafunso omwe amafunsidwa pafupipafupi okhudza udindo wa AI

10. Kutsiliza: Mfundo zazikuluzikulu za udindo wa AI

Mfundo 5 zofunika pazaudindo wa AI pochita:

1. Maphwando angapo atha kukhala ndi mlandu: kuchokera kwa omanga kupita kwa ogwiritsa ntchito mapeto, kutengera udindo wawo ndi kulamulira dongosolo la AI
2. Mapangano a makontrakitala ndi ofunikira: Zomwe zili zomveka pakugwiritsa ntchito AI zimalepheretsa kusamveka bwino kwalamulo
3. Zolemba ndizofunikira: kudula mitengo bwino komanso kutsata zisankho za AI kumalimbitsa udindo wanu
4. Kutsata kwa AI Act ndikofunikira: Malamulo atsopano a ku Ulaya amapanga maudindo owonjezera osamalira machitidwe omwe ali pachiopsezo chachikulu
5. Inshuwaransi imapereka chitetezo: Inshuwaransi yeniyeni yamtundu wa AI imaphimba ziwopsezo zomwe malamulo achikhalidwe samabisa

Mawonekedwe azamalamulo ozungulira udindo wa AI akukula mwachangu. Ndi kuchotsedwa kwa AI Liability Directive ndikuyamba kugwira ntchito kwa AI Act, ndikofunikira kuyang'anira zomwe zikuchitika pazamalamulo ndikukonzekera kutsata ndikuwongolera zoopsa.

Njira zotsatirazi:

• Onetsani mapangano anu a AI movomerezeka ndikusinthidwa
• Tsatirani njira zoyendetsera AI molingana ndi AI Act
• Fufuzani inshuwaransi yeniyeni ya AI pagulu lanu
• Funsani maloya apadera kuti akwaniritse zovuta za AI

Pothana ndi zovuta za AI, mutha kupindula ndi luntha lochita kupanga pomwe mukuwongolera zoopsa zamalamulo.