Kodi Kuyerekezera kwa Ma Multi-Agent N'chiyani? Buku Lotsogolera la Chilankhulo Chosavuta

Kuyerekezera kwa anthu ambiri ndi njira yophunzirira dongosolo mwa kutsanzira ochita zinthu ambiri odziyimira pawokha, otchedwa othandizira, aliyense ali ndi malamulo ake, zolinga zake kapena umunthu wake, ndikulola zotsatira zake zonse kutuluka kuchokera momwe amagwirira ntchito. M'malo molemba equation imodzi ya "msika" kapena "malingaliro a anthu onse", mumafotokoza anthuwo ndikuwona zomwe gululo limachita. Ndi zitsanzo zamakono za chilankhulo, othandizirawo amatha kuwerenga, kulemba ndi kukumbukira m'chinenero chachilengedwe, zomwe zimapangitsa njirayo kukhala yothandiza pa mafunso okhudza momwe anthu amachitira.

Lingaliro lalikulu: khalidwe limachokera ku kuyanjana

Zotsatira zambiri zofunika sizimasankhidwa ndi munthu m'modzi yekha. Kuchulukana kwa magalimoto, mitengo yokwera, mphekesera zofala komanso kusintha kwa malingaliro a anthu onse kumachitika chifukwa cha zisankho zambiri zakomweko zomwe zimakhudzana. Kuyerekezera kwa anthu ambiri kumaganizira izi mozama.

Chitsanzo chodziwika bwino chili ndi zinthu zitatu:

• Othandizira : ochita sewero, aliyense ali ndi mkhalidwe wake (zomwe amadziwa, akufuna kapena amakhulupirira) ndi khalidwe lake (momwe amasankhira chochita kenako).
• Malo : malo omwe othandizira amachita zinthu ndikuyang'anirana, monga mapu, msika kapena malo ochezera.
• Masitepe kapena nthawi yozungulira : mu gawo lililonse, othandizira amawona, amasankha ndikuchitapo kanthu, ndipo chilengedwe chimasintha chifukwa chake.

Chomwe chimapangitsa njira imeneyi kukhala yapadera ndi kuonekera kwa zinthu : machitidwe omwe ali pamlingo wa gulu lomwe palibe amene adakonza mwachindunji. Kusankha pang'ono mwa munthu aliyense kungathe, kudzera mu kulumikizana mobwerezabwereza, kupanga zotsatira zazikulu komanso zodabwitsa za gulu lonse.

Kumene zinachokera: kupanga zitsanzo pogwiritsa ntchito othandizira

Lingaliroli si latsopano. Ofufuza zachuma, zachilengedwe, chikhalidwe cha anthu ndi sayansi ya makompyuta akhala akugwiritsa ntchito njira zoyesera zinthu kwa zaka zambiri. Ntchito yoyambirira m'zaka za m'ma 1970 yawonetsa kale, ndi malamulo osavuta kwambiri pa gridi, momwe kukonda pang'ono kwa anthu oyandikana nawo kungapangitse kuti pakhale kusiyana kwakukulu pakati pa anthu ammudzi wonse. M'zaka makumi otsatira, ofufuza adamanga magulu opanga zinthu, misika yoyerekeza ndi mitundu ya miliri, nyama zobwera komanso magalimoto.

Ma model akale awa ali ndi khalidwe limodzi: othandizira ndi osavuta dala. Iliyonse imatsatira malamulo angapo a manambala, zomwe zimapangitsa kuti model ikhale yowonekera bwino komanso yosavuta kusanthula, komanso imachepetsa zomwe inganene za machitidwe olemera a anthu monga kukopa, kuyika mawu kapena kuseka.

Mafunde atsopano: othandizira omangidwa pa zitsanzo za zilankhulo

Ma model akuluakulu a zilankhulo adasintha momwe munthu angakhalire. Kuyambira cha m'ma 2023, kafukufuku wokhudza anthu otchedwa opanga zinthu wasonyeza kuti anthu omwe amagwiritsa ntchito zilankhulo zosiyanasiyana, omwe ali ndi umunthu, kukumbukira zochitika zakale komanso kuthekera koganizira za kukumbukira kumeneko, amatha kuchita zinthu modabwitsa m'dera lofanana: amakonzekera masiku awo, amapanga malingaliro, amauzana nkhani ndikugwirizana.

Poyerekeza ndi zitsanzo zakale zochokera ku othandizira, othandizira zilankhulo:

• Amalankhulana m'chilankhulo chachilengedwe , kuti athe kuchitapo kanthu pa mawu enieni a chiganizo, osati nambala yokha.
• Khalani ndi makhalidwe abwino , kuphatikiza mbiri, makhalidwe abwino ndi kamvekedwe ka mawu.
• Kumbukirani ndikusintha , kuti zokambirana zoyambirira zisinthe khalidwe lanu pambuyo pake.

Vuto ndilakuti sizimawonekera bwino komanso zimakhala zodula kwambiri kuziyendetsa kuposa othandizira otsatira malamulo, ndipo machitidwe awo akuwonetsa mphamvu ndi tsankho la chitsanzo chomwe chilipo.

Momwe InfoDome imagwiritsira ntchito

InfoDome imagwiritsa ntchito othandizira a chilankhulo kuti ayerekezere momwe anthu ambiri amachitira zinthu. Mumakweza zikalata ndikufotokozera zomwe mukufuna kulosera; InfoDome imachotsa chithunzi cha chidziwitso cha anthu, mabungwe ndi magulu omwe ali muzolemba zanu, kenako imapanga othandizira mazana ambiri okhala ndi khalidwe lawo, udindo wawo ndi kukumbukira kwawo kwa nthawi yayitali, zomwe zimafalikira m'maiko okwana 10 omwe mumasankha. Othandizira amalumikizana pa Twitter -like feed ndi forum -like Reddit nthawi imodzi kwa maulendo angapo, ndipo wothandizira wofufuza amalemba lipoti lolosera lomwe mungafunse, limodzi ndi wothandizira aliyense payekha. Njira zotsatizana zimafotokozedwa momwe kuyerekezera kwa gulu la AI kumaneneratu momwe zinthu zimachitikira .

Pamene kuyerekezera kwa ma multi-agent kumathandiza

Njirayi ndi yothandiza kwambiri pamene zotsatira zake zimadalira kuyanjana osati chisankho chimodzi chokha:

• Mayankho omwe amakhazikika pa mayankho : mavuto, mphekesera, makambirano a anthu onse, komwe kuyankha koyamba ndikofunikira kwambiri.
• Anthu ambiri omwe ali ndi chidwi chosiyana : kusintha kwa mfundo, kukonzanso mabungwe, zokambirana.
• Kuyanjana mwanzeru : mayankho a mpikisano kapena masewera ankhondo, pomwe mbali iliyonse imasinthana ndi inzake.
• Kufufuza koyambirira : pamene mukufuna malingaliro mwachangu, musanachite kafukufuku kapena kuphunzira m'munda, kapena pamene mayeso enieni ndi okwera mtengo kwambiri kapena oopsa kwambiri.
• Kuyerekeza uthenga : kuyendetsa omvera omwewo motsutsana ndi mitundu iwiri ya mawu kuti muwone kuti ndi fremu iti yomwe ikupita patsogolo.

Pamene sizithandiza

Ndikofunikanso kudziwa nthawi yoti musagwiritse ntchito:

• Mukafuna manambala oimira. Kuyerekezera si kafukufuku; kuchuluka kwake sikuyenera kuwerengedwa ngati maperesenti enieni.
• Pamene deta yabwino yakale yayankha kale funsoli. Ngati muli ndi zaka zambiri zogulira zinthu zokhazikika, kuneneratu kwa ziwerengero kungakhale kodalirika kwambiri.
• Pamene zopemphazo zili zochepa. Othandizira amakhala olimba ngati momwe amamangidwira. Kusowa kwa omwe akukhudzidwa kumatanthauza kusowa kwa mawu.
• Mukafuna chitsimikizo. Kuthamanga kosiyanasiyana kumatha kuchitika mosiyana. Zotsatira zake ndi lingaliro lowunikiridwa lomwe limathandizira kuweruza; sililowa m'malo mwake.

Chitsanzo chogwira ntchito

Kampani yapakatikati yokonza zinthu ikuganiza zosintha sabata yogwira ntchito ya masiku anayi kwa ogwira ntchito muofesi. Utsogoleri ukufuna kudziwa momwe antchito, atsogoleri a magulu ndi makasitomala angayankhire. Chitsanzo cha spreadsheet chingawerengere ndalama, koma osati momwe mphekesera yokhudza "nthawi yobisika" ingafalikire pakati pa antchito, kapena momwe kasitomala wofunikira angawerengere nkhani.

Gulu la HR limatumiza lingaliro lamkati ndi chidule cha kafukufuku waposachedwa wa ogwira ntchito ku InfoDome, limafotokoza funsoli, ndipo limayendetsa maulendo 20 m'dziko limodzi. Pa forum, othandizira otsogolera magulu amalankhula nkhawa zokhudza chithandizo Lachisanu; pa feed, antchito achichepere amalandira kusinthaku koma amagawana nkhawa kuti ntchito zambiri zidzachepetsedwa. Wothandizira kasitomala amafunsa ngati nthawi yoyankha idzasintha. Lipoti la katswiriyo likuwonetsa kuti kumveka bwino pa chithandizo Lachisanu ndiye chinthu chofunikira kwambiri kwa otsogolera magulu komanso makasitomala.

Pofunsa wotsogolera gulu, HR akupeza kuti ndondomeko yozungulira ya Lachisanu ingachepetse nkhawa zake. Utsogoleri umaona izi ngati lingaliro loti liyesedwe muyeso weniweni wokhala ndi madipatimenti awiri, osati ngati yankho lomaliza. Imeneyo ndi njira yabwino yogwiritsira ntchito kuyerekezera kwa othandizira ambiri: idachepetsa funso losamveka bwino kukhala funso lenileni, loyesedwa. Ngati mugwira ntchito pa mafunso ofanana omwe akuyang'ana mtsogolo, njira yokonzekera kugwiritsa ntchito zochitika ndi poyambira pabwino.

Kuyambapo

Simukusowa luso lokonza mapulogalamu kuti mugwiritse ntchito njira yoyeserera ya ma agent ambiri ndi InfoDome. Dongosolo limodzi limawononga €29 pamwezi, limaphatikizapo bajeti yogwiritsira ntchito AI ya €9 pamwezi komanso mapulojekiti opanda malire, ndipo lingathe kuthetsedwa nthawi iliyonse. Konzani zochitika zanu zoyambirira mu console ; mutha kukhazikitsa ntchito musanalembetse.