Kuyerekezera kwa AI vs Kuneneratu Kwachikhalidwe: Mavoti, Ma Panel, Ma Models

Kuyerekezera kwa gulu la anthu pogwiritsa ntchito AI sikulowa m'malo mwa mavoti, magulu ofufuza, zigamulo za akatswiri kapena zitsanzo za ziwerengero; kumadzaza kusiyana pakati pawo. Njira zachikhalidwe zimayesa zomwe anthu amaganiza lero kapena kutengera kuchokera ku deta yakale, pomwe kuyerekezera kumakupatsani mwayi wowonera momwe gulu lingachitire ndi chinthu chomwe sichinachitikebe, pang'onopang'ono, ndikufunsa chifukwa chake. Maulosi amphamvu kwambiri amaphatikiza zonse ziwiri: kuyerekezera kuti mufufuze ndikufotokozera, njira zakale zoyezera ndikutsimikizira.

Zimene kulosera kwachikhalidwe kumachita bwino

Njira iliyonse yodziwika bwino imayankha funso la mtundu winawake, ndipo iliyonse ndi yabwino kwambiri.

• Kafukufuku ndi kafukufuku amayesa kufalikira kwa maganizo pa anthu osiyanasiyana. Ndi chitsanzo chomveka bwino komanso mawu osamala, amapereka manambala omwe mungawateteze.
• Magulu okambirana ndi mafunso amasonyeza chilankhulo, malingaliro ndi zotsutsa zomwe mafunso sangatuluke. Amasonyeza momwe anthu amalankhulira za mutu, osati zomwe asankha.
• Kuweruza mwaluso kumabweretsa nkhani: katswiri wodziwa bwino ntchito yolankhulana kapena katswiri wa mfundo amadziwa omwe akukhudzidwa ndi nkhani zomwe zimakula komanso mavuto omwe amatha okha.
• Zitsanzo za ziwerengero ndi zachuma zimatanthauzira molondola pamene tsogolo likufanana ndi zakale ndipo pali deta yokwanira yakale.

Zofooka zawo zofanana ndi zomwezo: amavutika ndi zatsopano. Kafukufuku sangayese momwe anthu amayankhira ku chilengezo chomwe palibe amene adachiwona popanda kuchiwonetsa kwa anthu, zomwe zingakhale zosatheka chisankhocho chisanaperekedwe kwa anthu onse. Chitsanzo chophunzitsidwa pa kutulutsidwa kwakale sichidziwa chilichonse chokhudza gulu lomwe silinalipo. Akatswiri amatha kukhala olimba pa vuto lawo lomaliza.

Zomwe kuyerekezera kwa gulu la anthu a AI kumawonjezera

Kuyerekezera gulu la anthu pogwiritsa ntchito AI kumayamba kuchokera kuzinthu zanu. Mu InfoDome mumakweza zikalata monga nkhani, dongosolo, lipoti kapena ndondomeko yolembedwa, ndikufotokozera momveka bwino zomwe mukufuna kulosera. Dongosololi limachotsa chithunzi cha chidziwitso cha anthu, mabungwe, magulu ndi maubwenzi, kenako limapanga mazana a othandizira a AI okhala ndi khalidwe lawo, udindo wawo, ndi kukumbukira kwawo kwa nthawi yayitali. Othandizira awa amalumikizana pa nsanja ziwiri zoyeserera nthawi imodzi, tsamba lofanana ndi la Twitter ndi forum yofanana ndi Reddit , kuti azitha kuwerengera nthawi zingapo, komanso zosintha zawo zokumbukira pamene zochitika zikuchitika.

Kapangidwe kameneko kamakupatsani zinthu zomwe zida zakale sizimakupatsirani:

• Kusintha kwa zinthu m'malo mwa chithunzithunzi. Mumaona amene akuyamba kuchitapo kanthu, amene akukulitsa, mkangano womwe umafalikira komanso momwe malo amasinthira pa maulendo 10, 20 kapena 40.
• Mafotokozedwe omwe mungawafunse. Pambuyo pofufuza, wothandizira wofufuza amalemba lipoti lolosera, ndipo mutha kufunsa wothandizira aliyense kapena kufunsa mafunso otsatira okhudza chifukwa chake.
• Kuyesa kotetezeka ngati kuli koyenera. Mutha kusintha mawu amodzi, monga chiganizo, mtengo kapena tsiku, ndikuyambiranso popanda kuwonetsa chilichonse kwa anthu enieni.
• Omvera angapo nthawi imodzi. Mutha kusankha mayiko okwana 10; othandizira amagawidwa mofanana pakati pawo, pomwe mabungwe enieni otchulidwa amasunga dziko lawo.
• Liwiro ndi mtengo. Nkhani ikhoza kukonzedwa mu mphindi zochepa, zomwe zimapangitsa kuti zikhale zothandiza kuyesa malingaliro omwe sangavomereze bajeti yonse yofufuza.

Malire owona mtima a kuyerekezera

Kuyerekezera ndi lingaliro loti lingawunikidwenso, osati muyeso. Ndikofunikira kudziwa bwino zomwe silingathe kuchita.

• Zimawonetsa zomwe zalembedwa. Ngati zikalatazo zisiya gulu lofunika kapena zikunena molakwika mfundo, othandizira sadzapanga zenizeni zomwe zikusowa. Mipata yomwe ili pa graph imakhala mipata yomwe ikuyembekezeka.
• Sizipereka maperesenti oimira ziwerengero. Masheya a othandizira ndi zizindikiro zokhudza malangizo ndi njira, osati m'malo mwa kafukufuku wosankhidwa.
• Anthu olankhula chinenero ali ndi tsankho lawolawo. Anthu olankhula chinenerocho akhoza kukhala olankhula bwino kapena oganiza bwino kuposa anthu enieni, ndipo zinthu zina zomwe anthu amalankhula zingathandize kuti anthu azilankhulana bwino.
• Zinthu zodabwitsa zomwe sizichitika kawirikawiri sizichitika kawirikawiri. Kuyerekezera kumafufuza njira zomwe zingatheke; sikutsimikizira kuti dziko lenileni lidzatsatira lomwe lingachitike kwambiri.

Tikufotokoza momwe tingayang'anire zofooka izi mwadongosolo mu bukhu lathu la momwe tingawunikire zamtsogolo .

Momwe njirazi zimafananira m'machitidwe

M'malo mofunsa kuti ndi njira iti "yabwino", funsani funso lomwe muli nalo.

• "Kodi anthu amaganiza chiyani pakali pano?" Gwiritsani ntchito kafukufuku. Kuyerekezera kungapereke lingaliro la mafunso oti mufunse, koma chiwerengerocho chiyenera kuchokera kwa omwe anayankha enieni.
• "Kodi anthu adzachita bwanji ndi chinthu chatsopano?" Yambani ndi kuyerekezera kuti muwone momwe zinthu zingachitikire, kenako tsimikizirani zomwe zili zofunika kwambiri ndi kafukufuku waung'ono kapena kuyankhulana pang'ono.
• "N'chifukwa chiyani izi zingayende bwino?" Magulu oyeserera ndi magulu owunikira onse ndi amphamvu pano. Kuyeserera kumachitika mwachangu ndipo kumakupatsani mwayi wobwereza; magulu owunikira amapereka mawonekedwe enieni aumunthu.
• "Kodi zinthu zidzakhala bwanji kotala lotsatira?" Zitsanzo za ziwerengero zimatsogolera pamene mbiri ili yokhazikika; kuyerekezera kumathandiza pamene kusintha kwa kapangidwe ka zinthu kumaswa dongosolo lakale.
• "Ndi njira iti mwa zitatu zomwe zili ndi chiopsezo chochepa?" Yendetsani zomwezo katatu ndi kusintha kamodzi ndikuyerekeza malipoti, kenako lolani akatswiri aweruze zomwe zasintha.

Chitsanzo chogwira ntchito: kusintha kwa mitengo ya mayendedwe mumzinda

Tangoganizirani khonsolo ya mzinda ikukonzekera kusintha matikiti amodzi ndi ndalama zogulira zinthu zokhazikika. Gululo lili ndi ndondomeko yokonzekera, chidule cha madandaulo a chaka chatha ndi nkhani ziwiri za m'deralo.

1. Gawo lachikhalidwe. Kafukufuku wa nzika zomwe zilipo pano akuwonetsa kuti 58% ya anthu okhala m'deralo amaona kuti mayendedwe apagulu ndi "ovomerezeka". Ndi othandiza, koma sanena chilichonse chokhudza kusinthaku.
2. Kuyerekezera. Gululo limatumiza chikalata cholembedwa ndi nkhanizo ndikufunsa kuti: "Kodi anthu oyenda pansi, ophunzira, opuma pantchito ndi atolankhani am'deralo adzachita bwanji m'masabata awiri oyambirira chilengezochi chitatha?" Oimirawo akuphatikizapo magulu oyenda pansi, bungwe la ophunzira, bungwe la opuma pantchito, makhansala awiri otsutsa ndi atolankhani am'deralo. Pambuyo pa maulendo 20, lipotilo likuwonetsa kuti mafunde amphamvu kwambiri samachokera ku mtengo wokha koma chifukwa cha kusamvetsetsana: othandizira ambiri amakhulupirira kuti madera akunja azilipira kawiri, zomwe chikalatacho sichinanene.
3. Kutsatira. Gululo likufunsa woimira bungwe la ophunzira ndi katswiri. Chisokonezocho chimachokera ku chiganizo chimodzi chosamveka bwino komanso chitsanzo chosowa.
4. Yambitsaninso. Chiganizocho chalembedwanso, chitsanzo chowerengera ndalama zolipirira chawonjezeredwa, ndipo chochitikacho chabwerezedwanso. Kusamvetsetsana kumachepa ndipo mkanganowo umasintha kukhala nthawi yosinthira.
5. Kutsimikizira. Asanalengeze, gulu lolankhulana limayesa mitundu iwiri ya malembawo ndi gulu laling'ono la anthu enieni. Gulu lenileni likutsimikizira kusamvetsetsana kwakukulu, ndipo bungweli limafalitsa mtundu womveka bwino.

Kuyesereraku sikunaneneretu gawo la mavoti. Kunapeza njira, kunapatsa gululo njira yotsika mtengo yoyesera kukonza, ndikuwauza zomwe ayenera kutsimikizira ndi anthu enieni.

Momwe mungaphatikizire kuyeserera ndi kafukufuku wakale

Njira yogwirira ntchito yothandiza imawoneka motere:

• Yang'anani kaye. Gwiritsani ntchito kuyerekezera koyambirira, pamene malingaliro akadali otsika mtengo kusintha, kuti muwonetse omwe akukhudzidwa, mikangano ndi mfundo zina zomwe zingachitike. Kukonzekera kwathu zochitika ndi zochitika zofufuza zopangidwa ndi anthu ndi malo abwino oyambira.
• Chepetsani. Sankhani zinthu ziwiri kapena zitatu zomwe zapezeka zomwe zingasinthe chisankho chanu ngati zinali zoona.
• Yesani. Tsimikizani zomwe mwapezazo ndi kafukufuku, gulu kapena kuyankhulana. Tsopano mumagwiritsa ntchito bajeti yofufuza pokhapokha ngati pakufunika.
• Yang'anirani. Mukamaliza kuyambitsa, yerekezerani zochita zenizeni ndi zomwe zayesedwa. Kumene zimasiyana, sinthani zikalata zanu ndikuyambiranso.

Izi zimapangitsa kuti anthu aziganiza bwino. Kuyerekezera kumeneku kumakulitsa malingaliro; anthu amasankha okha.

Ngati mukufuna kuyesa izi pazinthu zanu, mutha kufotokoza ntchito mu InfoDome console musanalembetse. Dongosololi limawononga €29 pamwezi, limaphatikizapo bajeti yogwiritsira ntchito AI ya €9 pamwezi komanso mapulojekiti opanda malire, ndipo ikhoza kuthetsedwa nthawi iliyonse.