Kubwereranso ku zenizeni, kupambana kwa AIGC mu umodzi ndikuphatikiza zinthu zitatu:

1. GPT ndi chifaniziro cha ma neuron aumunthu

GPT AI yoimiridwa ndi NLP ndi kompyuta ya neural network algorithm, yomwe cholinga chake ndikufanizira ma neural network mu cerebral cortex yamunthu.

Kukonzekera ndi kulingalira kwanzeru kwa chinenero, nyimbo, zithunzi, komanso chidziwitso cha kukoma zonse ndizo ntchito zomwe munthu amapeza.

ubongo ngati "kompyuta yamapuloteni" pakusintha kwanthawi yayitali.

Chifukwa chake, GPT ndiye mwachilengedwe kutsanzira koyenera kwambiri pakukonza zidziwitso zofananira, ndiye kuti, chilankhulo chosalongosoka, nyimbo, ndi zithunzi.

Kachitidwe kake kachitidwe sikumvetsetsa tanthauzo, koma ndi njira yoyenga, kuzindikira, ndi kugwirizanitsa.Izi ndizovuta kwambiri

chinthu chodabwitsa.

Kalankhulidwe koyambirira kozindikiritsa mawu oyambira amakhazikitsa mtundu wa galamala ndi nkhokwe ya mawu, kenako amajambula mawuwo kuti agwirizane ndi mawu,

kenako anayika mawu mu nkhokwe ya galamala kuti amvetse tanthauzo la mawu, ndipo potsirizira pake anapeza zotsatira zozindikirika.

Kuzindikirika bwino kwa "machitidwe omveka" kuzindikirika kwa mawu kwakhala kukuyenda mozungulira 70%, monga kuzindikira kwa ViaVoice.

algorithm yomwe idayambitsidwa ndi IBM mu 1990s.

AIGC sikutanthauza kusewera motere.Chofunikira chake sikusamala za galamala, koma kukhazikitsa neural network algorithm yomwe imalola

makompyuta kuti awerenge kulumikizana kwapang'onopang'ono pakati pa mawu osiyanasiyana, omwe ndi kulumikizana kwa neural, osati kulumikizana kwa semantic.

Mofanana ndi kuphunzira chinenero cha makolo athu pamene tinali achichepere, mwachibadwa tinachiphunzira, m’malo mophunzira “mutu, chiganizo, chinthu, mneni, chilinganizo,”

ndiyeno kumvetsa ndime.

Ichi ndi chitsanzo choganiza cha AI, chomwe ndi kuzindikira, osati kumvetsetsa.

Uku ndiyenso kusokoneza kwa AI pamitundu yonse yamakina akale - makompyuta safunika kumvetsetsa nkhaniyi pamlingo womveka,

koma zindikirani ndikuzindikira kulumikizana pakati pa chidziwitso chamkati, kenako dziwani.

Mwachitsanzo, kayendedwe ka mphamvu ndi kuneneratu kwa ma gridi amagetsi amatengera kayesedwe wanthawi zonse wa netiweki yamagetsi, pomwe masamu amachitidwe

makina amakhazikitsidwa kenako amasinthidwa pogwiritsa ntchito algorithm ya matrix.M'tsogolomu, sizingakhale zofunikira.AI izindikira mwachindunji ndikulosera a

mtundu wina wa modal malinga ndi momwe node iliyonse ilili.

Pakakhala ma node ochulukirapo, ma algorithm a classical matrix ndi omwe amadziwika kwambiri, chifukwa zovuta za algorithm zimawonjezeka ndi kuchuluka kwa

ma nodes ndi kukula kwa geometric kumawonjezeka.Komabe, AI imakonda kukhala ndi concurrency yayikulu kwambiri, chifukwa AI ndiyabwino kuzindikira komanso

kulosera njira zomwe zingachitike pa netiweki.

Kaya ndi kulosera kotsatira kwa Go (AlphaGO ikhoza kulosera masitepe otsatirawa, ndi mwayi wambiri pa sitepe iliyonse) kapena kulosera kwa modal

ya machitidwe ovuta a nyengo, kulondola kwa AI ndikwapamwamba kwambiri kuposa zitsanzo zamakina.

Chifukwa chomwe gululi lamagetsi silikufuna AI ndikuti kuchuluka kwa ma node mu 220 kV ndi pamwamba pa ma netiweki amagetsi omwe amayendetsedwa ndi zigawo.

kutumiza sikuli kwakukulu, ndipo mikhalidwe yambiri imayikidwa kuti ipange mzere ndi kuchepetsa matrix, kuchepetsa kwambiri zovuta zowerengera za

makina chitsanzo.

Komabe, pagawo lamagetsi ogawa magetsi, akuyang'anizana ndi makumi masauzande kapena masauzande mazana a ma node amphamvu, malo onyamula, ndi miyambo yachikhalidwe.

ma algorithms a matrix mu network yayikulu yogawa alibe mphamvu.

Ndikukhulupirira kuti kuzindikirika kwa AI pamlingo wogawa network kutheka mtsogolo.

2. Kusonkhanitsa, kuphunzitsa, ndi kupanga zidziwitso zosalongosoka

Chifukwa chachiwiri chomwe AIGC yathandizira kwambiri ndikusonkhanitsa zidziwitso.Kuchokera pakusintha kwa mawu kwa A/D (maikolofoni+PCM

sampling) pakusintha kwa zithunzi kwa A/D (CMOS + color space mapping), anthu apeza zambiri za holographic pazowoneka ndi zomveka.

minda m'njira zotsika mtengo kwambiri pazaka makumi angapo zapitazi.

Makamaka, kutchuka kwakukulu kwa makamera ndi mafoni a m'manja, kudzikundikira kwa deta yosasinthika m'munda wa audiovisual kwa anthu.

pafupifupi mtengo wa zero, ndipo kuchulukirachulukira kwa zidziwitso zamawu pa intaneti ndiye chinsinsi cha maphunziro a AIGC - ma seti a data ophunzitsira ndi otsika mtengo.

Chithunzi chomwe chili pamwambapa chikuwonetsa kukula kwa data padziko lonse lapansi, zomwe zikuwonetsa momveka bwino zomwe zikuchitika.

Kukula kopanda mzerewu kwa kusonkhanitsa deta ndiye maziko a kukula kopanda mzere kwa kuthekera kwa AIGC.

KOMA, zambiri mwazomwezi ndi data yosasinthika, yomwe imasonkhanitsidwa pamtengo wa ziro.

Pankhani ya mphamvu yamagetsi, izi sizingatheke.Choyamba, makampani ambiri amagetsi amapangidwa ndi data yokhazikika, monga

ma voltage and current, omwe ndi ma point data seti of time series and semi structured.

Maseti a deta amafunikira kumveka bwino ndi makompyuta ndipo amafuna "kulinganiza", monga kuyanjanitsa kwa chipangizo - voteji, zamakono, ndi data yamagetsi.

Kusinthana kuyenera kulumikizidwa ndi node iyi.

Chovuta kwambiri ndikuyanjanitsa nthawi, komwe kumafuna kugwirizanitsa ma voltage, apano, komanso mphamvu yogwira ntchito motengera nthawi, kuti

chizindikiritso chotsatira chikhoza kuchitidwa.Palinso mayendedwe amtsogolo ndi obwerera kumbuyo, omwe ndi mayanidwe apakati pa ma quadrants anayi.

Mosiyana ndi zomwe zili m'mawu, zomwe sizifunikira kulinganiza, ndime imangoponyedwa pakompyuta, yomwe imazindikiritsa zidziwitso zomwe zingatheke.

paokha.

Kuti tigwirizane ndi nkhaniyi, monga kugwirizanitsa zida za data yogawa malonda, kuyanjanitsa kumafunika nthawi zonse, chifukwa chapakati ndi

network yogawa ma voltage otsika ikuwonjezera, kufufuta, ndikusintha zida ndi mizere tsiku lililonse, ndipo makampani a grid amawononga ndalama zambiri zogwirira ntchito.

Monga "chidziwitso cha data," makompyuta sangathe kuchita izi.

Kachiwiri, mtengo wopeza deta mu gawo lamagetsi ndi wokwera, ndipo masensa amafunika m'malo mokhala ndi foni yam'manja kuti alankhule ndi kujambula zithunzi.”

Nthawi iliyonse voteji imachepa ndi mulingo umodzi (kapena ubale wogawa mphamvu umachepa ndi mulingo umodzi), ndalama zomwe zimafunikira sensor zimawonjezeka

ndi kutsata dongosolo limodzi la ukulu wake.Kuti mukwaniritse kuzindikira kwapang'onopang'ono (capillary end), ndikugwiritsa ntchito ndalama zambiri pa digito. ”

Ngati kuli kofunikira kuzindikira mawonekedwe osakhalitsa a gridi yamagetsi, kuyesa kwapamwamba kwambiri kumafunika, ndipo mtengo wake ndi wapamwamba kwambiri.

Chifukwa cha kukwera mtengo kwapang'onopang'ono kwa zopezera deta komanso kusanja deta, gululi lamagetsi silingathe kudziunjikira zokwanira zopanda mzere.

kukula kwa chidziwitso cha data kuti aphunzitse algorithm kuti ifike pagulu la AI.

Osatchula kutseguka kwa deta, ndizosatheka kuti mphamvu ya AI iyambe kupeza deta iyi.

Choncho, pamaso pa AI, m'pofunika kuthetsa vuto la ma seti a deta, mwinamwake AI code sangathe kuphunzitsidwa kuti apange AI yabwino.

3. Kupambana mu mphamvu yowerengera

Kuphatikiza pa ma aligorivimu ndi deta, kupambana kwapadera kwa AIGC ndikupambananso mu mphamvu zowerengera.Ma CPU achikhalidwe sali

oyenera ma computing a neuronal anthawi imodzi.Ndiko kugwiritsa ntchito ma GPU m'masewera a 3D ndi makanema omwe amapanga kufanana kwakukulu.

makompyuta oyandama + akukhamukira zotheka.Lamulo la Moore limachepetsanso mtengo wowerengera pagawo lililonse la mphamvu zowerengera.

Mphamvu grid AI, zomwe sizingalephereke mtsogolo

Ndi kuphatikizika kwa ma photovoltaic ambiri omwe amagawidwa ndi kugawidwa kosungirako mphamvu, komanso zofunikira zogwiritsira ntchito

katundu mbali pafupifupi mphamvu zomera, m'pofunika moona kuti gwero ndi katundu kulosera kwa kachitidwe kugawa maukonde ndi wosuta

kagawidwe (micro) grid system, komanso kukhathamiritsa kwamphamvu kwanthawi yeniyeni pakugawa (micro) ma grid system.

Kuchulukirachulukira kwa gawo la netiweki yogawa ndikokwera kwambiri kuposa kuwongolera kwa netiweki yotumizira.Ngakhale malonda

zovuta, pakhoza kukhala makumi masauzande a zida zonyamula ndi mazana osinthira, komanso kufunikira kwa AI yochokera ku gridi yaying'ono / kugawa network

ulamuliro udzauka.

Ndi mtengo wotsika wa masensa komanso kugwiritsa ntchito kwambiri zida zamagetsi zamagetsi monga zosinthira zolimba-boma, masiwichi olimba, ndi ma inverters (otembenuza),

kuphatikizika kwa sensing, computing, ndi control pamphepete mwa gridi yamagetsi yakhalanso njira yatsopano.

Chifukwa chake, AIGC ya gridi yamagetsi ndi tsogolo.Komabe, chomwe chikufunika lero ndikuti musatenge nthawi yomweyo algorithm ya AI kuti mupange ndalama,

M'malo mwake, yambitsani kaye nkhani zomanga zomanga zomwe AI amafunikira

Pakukweza kwa AIGC, pakufunika kukhala ndi malingaliro odekha okwanira pamlingo wogwiritsa ntchito komanso tsogolo la mphamvu AI.

Pakalipano, kufunika kwa mphamvu AI sikofunikira: mwachitsanzo, photovoltaic algorithm yokhala ndi zolosera zolosera za 90% imayikidwa pamsika wamalo.

ndi 5% kupatuka kwa malonda, ndipo kupatuka kwa algorithm kudzachotsa phindu lonse lazamalonda.

Deta ndi madzi, ndipo mphamvu yowerengera ya algorithm ndi njira.Monga zidzachitikira, zidzakhala.