Tugarutse kuri essence, intambwe ya AIGC mubumwe ni ihuriro ryibintu bitatu:

1. GPT ni kopi ya neurone yabantu

GPT AI ihagarariwe na NLP ni mudasobwa ya mudasobwa ya algorithm ya algorithm, intego yayo ni iyo kwigana imiyoboro iva mu bwonko bwabantu.

Gutunganya no gutekereza kwururimi, umuziki, amashusho, ndetse nuburyohe bwamakuru ni ibikorwa byose byegeranijwe numuntu

ubwonko nka "proteine ​​mudasobwa" mugihe cyubwihindurize bwigihe kirekire.

Kubwibyo, GPT mubisanzwe yigana cyane mugutunganya amakuru asa, ni ukuvuga ururimi rutubatswe, umuziki, n'amashusho.

Uburyo bwo kuyitunganya ntabwo ari ugusobanukirwa ibisobanuro, ahubwo ni inzira yo gutunganya, kumenya, no guhuza.Ibi ni byiza cyane

ikintu cya paradoxical.

Imvugo yo hambere kumenyekanisha algorithms yashizeho icyitegererezo cyikibonezamvugo hamwe nububiko bwimvugo, hanyuma ihuza imvugo nijambo,

hanyuma shyira amagambo mumibare yikibonezamvugo kugirango wumve ibisobanuro byamagambo, hanyuma ubone ibisubizo byo kumenyekana.

Kumenyekanisha imikorere yiyi "mikorere yumvikana" ishingiye ku kumenyekanisha ibishushanyo byagiye bigera kuri 70%, nko kumenyekanisha ViaVoice

algorithm yatangijwe na IBM mu myaka ya za 90.

AIGC ntabwo ari ugukina gutya.Intego yacyo ntabwo ari ukwita ku kibonezamvugo, ahubwo ni ugushiraho urusobe rw'imitsi ya algorithm yemerera u

mudasobwa kubara isano iri hagati yamagambo atandukanye, ayo ni imitsi ihuza, ntabwo ihuza ibisobanuro.

Nkinshi nko kwiga ururimi kavukire tukiri bato, mubisanzwe twarabyize, aho kwiga "ingingo, indagihe, ikintu, inshinga, kuzuzanya,"

hanyuma ugasobanukirwa igika.

Nuburyo bwo gutekereza bwa AI, ni ukumenyekana, ntabwo byumvikana.

Ubu ni nabwo busobanuro bwo gukuraho AI kuri moderi zose za kera - mudasobwa ntizikeneye kumva iki kibazo kurwego rwumvikana,

ariko umenye kandi umenye isano iri hagati yamakuru yimbere, hanyuma ubimenye.

Kurugero, ingufu zitembera leta hamwe no guhanura amashanyarazi ashingiye kumashanyarazi ya classique ya classique, aho imibare yimibare ya

uburyo bwashyizweho hanyuma buhuzwa hakoreshejwe matrix algorithm.Mu bihe biri imbere, ntibishobora kuba ngombwa.AI izahita imenya no guhanura a

uburyo bumwe bwuburyo bushingiye kumiterere ya buri node.

Nibice byinshi birahari, ntibikunzwe cyane matrisa ya algorithm ya classique ni, kuko ubunini bwa algorithm bwiyongera numubare wa

imitwe niterambere rya geometrike iriyongera.Nyamara, AI ihitamo kugira ibipimo binini cyane bihuza, kuko AI ni byiza kumenya no

guhanura uburyo bushoboka bwurusobe.

Niba aribwo bukurikira bwo guhanura Go (AlphaGO irashobora guhanura intambwe ikurikiraho, hamwe nibishoboka bitabarika kuri buri ntambwe) cyangwa guhanura muburyo

ya sisitemu igoye yikirere, ubunyangamugayo bwa AI buri hejuru cyane kurenza imiterere yimashini.

Impamvu umuyoboro w'amashanyarazi muri iki gihe udasaba AI ni uko umubare wa node muri 220 kV no hejuru y'umuyoboro w'amashanyarazi ucungwa n'intara

kohereza ntabwo ari binini, kandi ibintu byinshi byashyizwe kumurongo no kugereranya matrix, kugabanya cyane kubara kwa

icyitegererezo.

Nyamara, mugukwirakwiza urusobe rwingufu zitemba, zihura nibihumbi mirongo cyangwa ibihumbi magana yingufu, imitwaro, hamwe na gakondo

matrix algorithms mumurongo munini wo gukwirakwiza nta mbaraga.

Nizera ko kumenyekanisha imiterere ya AI kurwego rwo gukwirakwiza bizashoboka mugihe kizaza.

2. Gukusanya, amahugurwa, no kubyara amakuru atubatswe

Impamvu ya kabiri yatumye AIGC itera intambwe nugukusanya amakuru.Kuva kuri A / D guhindura imvugo (mikoro + PCM

icyitegererezo) kuri A / D ihindura amashusho (CMOS + ikarita yerekana ikarita yerekana ikarita), abantu bakusanyije amakuru ya holographe mumashusho no kumva.

imirima muburyo buhendutse cyane mumyaka mike ishize.

By'umwihariko, kwamamara kwinshi kwa kamera na terefone zigendanwa, gukusanya amakuru atubatswe murwego rwamajwi n'amashusho kubantu

ku giciro cya zeru hafi, kandi gukusanya amakuru yamakuru kuri interineti nurufunguzo rwamahugurwa ya AIGC - amahugurwa yamakuru ahendutse.

Igishushanyo kiri hejuru cyerekana iterambere ryikura ryamakuru yisi yose, ryerekana neza icyerekezo cyerekana.

Iri terambere ridafite umurongo wo gukusanya amakuru ni umusingi wo gukura kutari umurongo kubushobozi bwa AIGC.

ARIKO, ibyinshi muri aya makuru ni amakuru atubatswe amajwi-yerekana amashusho, yegeranijwe ku giciro cya zeru.

Mu rwego rw'amashanyarazi, ibi ntibishobora kugerwaho.Ubwa mbere, igice kinini cyingufu zamashanyarazi zubatswe kandi igice cyubatswe, nka

voltage nubu, aribwo ingingo zamakuru zigihe cyurukurikirane hamwe nigice cyubatswe.

Ibyiciro byububiko bigomba kumvikana na mudasobwa kandi bigasaba "guhuza", nko guhuza ibikoresho - voltage, ikigezweho, nimbaraga zamakuru

ya switch ikeneye guhuzwa niyi node.

Ibibazo byinshi ni igihe cyo guhuza, bisaba guhuza voltage, ikigezweho, nimbaraga zikora kandi zifatika ukurikije igihe cyagenwe, kugirango

kumenyekanisha gukurikira birashobora gukorwa.Hariho kandi imbere n'inyuma yerekeza, ibyo bikaba bihuza umwanya wa kane.

Bitandukanye namakuru yinyandiko, idasaba guhuza, igika kijugunywa gusa kuri mudasobwa, igaragaza amashyirahamwe ashoboka

wenyine.

Kugirango uhuze iki kibazo, nkibikoresho byo guhuza amakuru yo gukwirakwiza ubucuruzi, guhuza birakenewe buri gihe, kuko iciriritse na

umuyoboro muke wo gukwirakwiza wongeyeho, gusiba, no guhindura ibikoresho numurongo burimunsi, kandi ibigo bya gride bikoresha amafaranga menshi yumurimo.

Kimwe na "annotation yamakuru," mudasobwa ntishobora gukora ibi.

Icya kabiri, ikiguzi cyo kubona amakuru murwego rwamashanyarazi ni kinini, kandi sensor zirasabwa aho kugira terefone igendanwa kuvuga no gufata amafoto.”

Igihe cyose voltage igabanutse kurwego rumwe (cyangwa umubano wo gukwirakwiza ingufu ugabanuka kurwego rumwe), ishoramari rya sensor risabwa ryiyongera

byibura gahunda imwe yubunini.Kugirango ugere ku mitwaro (capillary end) kumva, ni ndetse n’ishoramari rinini cyane. ”

Niba ari ngombwa kumenya uburyo bwinzibacyuho ya gride ya gride, birakenewe-byuzuye-byihuta-by-urugero, kandi ikiguzi ni kinini.

Bitewe nigiciro kinini cyane cyo kubona amakuru no guhuza amakuru, umuyoboro wamashanyarazi ntushobora kwegeranya bihagije bitari umurongo

gukura kwamakuru yamakuru kugirango atoze algorithm kugirango agere kubumwe bwa AI.

Tutibagiwe no gufungura amakuru, ntibishoboka ko imbaraga za AI zitangira kubona aya makuru.

Kubwibyo, mbere ya AI, birakenewe gukemura ikibazo cyamakuru yashizweho, bitabaye ibyo code rusange ya AI ntishobora gutozwa kubyara AI nziza.

3. Iterambere mu mbaraga zo kubara

Usibye algorithms hamwe namakuru, ubudahangarwa bwa AIGC nabwo ni intambwe mu mbaraga zo kubara.CPU gakondo ntabwo

bikwiranye nini-nini ihuriweho na neuronal computing.Nuburyo bukoreshwa bwa GPU mumikino ya 3D na firime bituma nini nini ibangikanye

kureremba-ingingo + kubara birashoboka.Amategeko ya Moore akomeza kugabanya ikiguzi cyo kubara kuri buri gice cyimbaraga zo kubara.

Imashanyarazi ya AI, inzira byanze bikunze mugihe kizaza

Hamwe noguhuza umubare munini wogukwirakwiza fotovoltaque no gukwirakwiza sisitemu yo kubika ingufu, kimwe nibisabwa bya

umutwaro uruhande rwibikoresho byamashanyarazi, birakenewe muburyo bwo gukora isoko no guteganya imitwaro ya sisitemu yo gukwirakwiza rusange hamwe nabakoresha

gukwirakwiza (micro) sisitemu ya sisitemu, kimwe nigihe nyacyo cyo gukwirakwiza imbaraga zo gukwirakwiza (micro) sisitemu ya gride.

Kubara bigoye kurwego rwo gukwirakwiza uruhande mubyukuri birarenze ibyo gutondekanya imiyoboro.Ndetse no kwamamaza

bigoye, hashobora kuba ibihumbi icumi byumutwaro wibikoresho hamwe na magana ya switch, hamwe nibisabwa na AI ishingiye kuri micro grid / gukwirakwiza urusobe

kugenzura bizavuka.

Hamwe nigiciro gito cya sensor hamwe nogukoresha cyane ibikoresho bya elegitoroniki nkimbaraga zihindura ibintu, ibintu bihinduka-bikomeye, hamwe na inverters (abahindura),

kwishyira hamwe kwumva, kubara, no kugenzura kuruhande rwumuriro wamashanyarazi nabyo byahindutse ibintu bishya.

Kubwibyo, AIGC ya gride yamashanyarazi nigihe kizaza.Ariko, igikenewe uyumunsi ntabwo guhita ufata algorithm ya AI kugirango ubone amafaranga,

Ahubwo, banza ukemure ibibazo byubaka ibikorwa remezo bisabwa na AI

Mu kuzamuka kwa AIGC, hagomba kubaho gutuza bihagije gutekereza kurwego rwo gusaba hamwe nigihe kizaza cyimbaraga za AI.

Kugeza ubu, akamaro k'imbaraga AI ntabwo gahambaye: kurugero, algorithm ya Photovoltaque ifite ubuhanuzi bwa 90% ishyirwa kumasoko yibibanza

hamwe nubucuruzi butandukanijwe bwa 5%, kandi gutandukana kwa algorithm bizahanagura inyungu zose zubucuruzi.

Amakuru ni amazi, kandi imbaraga zo kubara za algorithm ni umuyoboro.Nkuko bizaba, bizaba.