Kusowa kwa RAM kukuipiraipira: momwe chizolowezi cha AI chikukwerera mtengo wa makompyuta, ma consoles, ndi mafoni am'manja

Kukhala wokonda ukadaulo ndi masewera apakompyuta kwakhala kovuta kwambiri. Kwakhala kofala kwambiri kudzuka ndi Nkhani yoipa yokhudza zida zamakinaKuchotsedwa ntchito, kuletsa ntchito, kukwera kwa mitengo ya ma consoles ndi makompyuta, ndipo tsopano vuto latsopano likukhudza pafupifupi chilichonse ndi chip. Bwanji kwa zaka zambiri? Chinali chinthu chotsika mtengo komanso chosaoneka bwino m'mafotokozedwe aukadaulo Chakhala vuto lalikulu kwambiri pa gawoli: RAM yosungira.

M'miyezi yochepa chabe, msika womwe unali wokhazikika wasintha kwambiri. malungo a luntha lochita kupanga ndi malo osungira deta Zayambitsa kuwonjezeka kwa kufunikira kwa kukumbukira ndi vuto la kupezeka kwa zinthu zomwe zikuwonekera kale ku Asia ndi United States, ndipo zikuyembekezeka kufika kwambiri ku Europe ndi Spain. RAM yachoka pakukhala "chinthu chosafunika kwambiri" mu bajeti ya PC kapena console kukhala chimodzi mwa zinthu zomwe zimawonjezera mtengo wa chinthu chomaliza.

Momwe AI yayambira vuto la RAM

Chiyambi cha vutoli n'chodziwikiratu: kuphulika kwa AI yopangira Ndipo kukwera kwa mitundu ikuluikulu kwasintha zomwe opanga ma chip amafuna. Kuphunzitsa mitundu yambiri ndikupereka zopempha zambiri patsiku kumafuna kukumbukira kwakukulu, DRAM ndi seva. HBM ndi GDDR kwa ma GPU apadera mu AI.

Makampani monga Samsung, SK Hynix, ndi Micron, omwe amalamulira zinthu zambiri kuposa 90% ya msika wa DRAM wapadziko lonse lapansiAsankha kukulitsa phindu lawo mwa kugawa zambiri zomwe amapanga ku malo osungira deta ndi makasitomala akuluakulu. Izi zimasiya RAM yachikhalidwe yamakompyuta, ma consoles, kapena zida zam'manja, zomwe zimapangitsa kuti pakhale kusowa kwa njira yogwiritsira ntchito ngakhale mafakitale akupitiliza kugwira ntchito bwino.

Sizithandiza kuti makampani opanga ma semiconductor akukhala m'dziko kuzungulira kwa kapangidwe kake komanso kovutikira kwambiri kusintha kwa kufunikira. Kwa zaka zambiri, kukumbukira kwa PC kunagulitsidwa ndi ndalama zochepa, zomwe zinalepheretsa kukula kwa mafakitale. Tsopano, popeza AI ikuyendetsa msika, kusowa kwa ndalama zomwe zidayikidwa kale kukukhala vuto: kukulitsa mphamvu zopangira kumafuna mabiliyoni ambiri ndi zaka zingapo, kotero makampani sangathe kuchitapo kanthu mwachangu.

Mkhalidwewu ukuipiraipira chifukwa cha Mikangano yamalonda pakati pa United States ndi Chinazomwe zimawonjezera mtengo wa zipangizo zopangira, mphamvu, ndi zida zapamwamba za lithography. Zotsatira zake ndi mphepo yamkuntho yabwino kwambiri: kufunikira kwakukulu, kupezeka kochepa, ndi kukwera kwa ndalama zopangira, zomwe mosakayikira zimapangitsa kuti mitengo yomaliza ya ma module okumbukira ikhale yokwera.

Mitengo ikukwera kwambiri: kuyambira pa zinthu zotsika mtengo mpaka pa zinthu zapamwamba zosayembekezereka

Zotsatira za ndalama za anthu zikuoneka kale. Malipoti ochokera ku makampani opereka upangiri monga TrendForce ndi CTEE akusonyeza kuti Mtengo wa DRAM wakwera ndi zoposa 170% mchaka chimodzindi kuwonjezeka kwina kwa 8-13% pa ​​kotala m'miyezi yaposachedwa. Mu mitundu ina yeniyeni, kuwonjezeka konsekonse kuli pafupifupi 300%.

Chitsanzo chofotokozera ndi cha Ma module a 16GB DDR5 a ma PC, omwe afika m'miyezi itatu yokha kuchulukitsa mtengo wake ndi zisanu ndi chimodzi pamsika wapadziko lonse lapansi wazinthu. Ndalama zomwe zinali pafupifupi $100 mu Okutobala tsopano zitha kupitirira $250, komanso zochulukirapo pazinthu zomwe zimayang'ana kwambiri masewera kapena malo ogwirira ntchito. DDR4, zomwe ambiri amaona ngati kusungitsa malo kotsika mtengo, Amakhalanso okwera mtengo kwambirichifukwa Ma wafer ochepa akupangidwa kuti agwiritsidwe ntchito pa ukadaulo wakale..

Kukwera kumeneku kumakhudza mwachindunji opanga makompyuta. Mwachitsanzo, Dell yayamba kugwiritsa ntchito kuwonjezeka kwa pakati pa 15% ndi 20% m'makompyuta ndi ma desktops ena, ndipo Imalipira $550 yowonjezera kuti ikwezedwe kuchokera pa 16 kufika pa 32 GB ya RAM m'mitundu ina ya XPS, chiwerengero chomwe sichikanaganiziridwa zaka zingapo zapitazo. Lenovo yachenjeza kale makasitomala ake za kukwera kwa mitengo kwa manambala awiri kuyambira mu 2026 pachifukwa chomwecho.

Modabwitsa, Apple tsopano ikuwoneka ngati malo othawirako bata.Kampaniyo yakhala ikulipira ndalama zambiri zokonzera ma memori mu ma Mac ndi ma iPhone ake kwa zaka zambiri, koma pakadali pano, yasunga mitengo yake yoyima ngakhale MacBook Pro ndi Mac itatulutsidwa ndi chip ya M5. Chifukwa cha mapangano a nthawi yayitali ndi Samsung ndi SK Hynix, komanso phindu lalikulu kale, ikhoza kuchepetsa vutoli kuposa opanga ma PC ambiri a Windows.

Izi sizikutanthauza kuti zatetezedwa kwamuyaya. Ngati ndalama zikupitirira kukwera kuposa chaka cha 2026 ndipo Kupanikizika kwa malire kukupitirirabeNdizotheka kuti Apple isintha mitengo yake, makamaka pakusintha kwa ma configurations okhala ndi memory yopitilira 16GB. Koma, pakadali pano, kusasinthasintha kwa zinthu kuli kwakukulu kwambiri mu Windows ecosystem, komwe mitengo yosinthidwa imafika kotala lililonse.

Micron yasiya kugwiritsa ntchito ndipo kupanga kumayang'ana kwambiri ma seva

Chimodzi mwa zinthu zodziwika bwino kwambiri pamavutowa chachitika ndi Micron. Kudzera mu mtundu wake wa Crucial, inali imodzi mwa osewera odziwika bwino mu RAM ndi SSD zogwiritsidwa ntchito ndi ogula, koma wasankha kusiya gawo limenelo ndipo amayang'ana kwambiri "bizinesi" yopindulitsa kwambiri: ma seva, malo osungira deta ndi zomangamanga za AI.

Kuchoka pamsika wogulitsa zinthu zambiri, komwe kukuyembekezeka kuchitika mu February 2026, kukutumiza uthenga womveka bwino: Chofunika kwambiri chili pa mtambo, osati pa wogwiritsa ntchito kunyumbaPamene Micron yasiya kugwira ntchito, Samsung ndi SK Hynix akulimbitsa mphamvu zawo pa zinthu zomwe zilipo, kuchepetsa mpikisano ndikuthandizira kukwera kwa mitengo.

Opanga ma module ena, monga Lexar, akupeza kuti agwidwa ndi vutoli. Pa mawebusayiti ena ogulitsa pa intaneti, zida zawo za RAM zimawoneka ngati Zogulitsa zomwe zilipo kuti mugule pasadakhale zokha ndi masiku otumizira kuyambira pa Ogasiti 31, 2027. Izi zikupereka lingaliro lomveka bwino la zotsalira: pali kufunikira kwakukulu kotero kuti ngakhale makampani odziwika bwino ayenera kuletsa maoda anthawi yochepa ndikulonjeza kutumiza pafupifupi zaka ziwiri kuchokera pano.

Kumbuyo kwa zisankho izi kuli chifukwa cha zachuma chokha. Munthu akakhala ndi kuchuluka kochepa kwa ma memory chipsNdikopindulitsa kwambiri kuziyika mu ma modules a seva apamwamba kwambiri kuposa mu ndodo za ogula zomwe zimayang'ana osewera masewera kapena ogwiritsa ntchito kunyumba. Zotsatira zake ndi kusowa kwakukulu kwa njira yogulitsira komanso kuzungulira kwamitengo yokwera komwe kumaletsa kugula kwatsopano ... mpaka, mosakayikira, wina alephera.

Zoneneratu: kusowa kwa zinthu mpaka 2028 ndi mitengo yokwera osachepera mpaka 2027

Maulosi ambiri amavomereza kuti izi Si vuto la miyezi ingapo lomwe limatenga nthawi yochepaZikalata zamkati zomwe zatuluka posachedwapa kuchokera ku SK Hynix zikusonyeza kuti kuchuluka kwa kukumbukira kwa DRAM kudzakhalabe "kovuta kwambiri" mpaka chaka cha 2028. Malinga ndi ziwerengerozi, 2026 idzawonabe kukwera kwa mitengo, 2027 ikhoza kukhala pachimake pa kukwera kwa mitengo, ndipo sipadzakhala mpaka 2028 pomwe zinthu zidzayamba kuchepa.

Nthawi imeneyi ikugwirizana ndi zomwe opanga akuluakulu adalengeza zokhudza ndalama. Micron yapereka mabiliyoni ambiri ku mafakitale atsopano ku Japan ndi mayiko ena, pomwe Samsung ndi SK Hynix Akumanga mafakitale ena Cholinga chake ndi kukumbukira zinthu zapamwamba komanso ma phukusi apamwamba kwambiri. Vuto ndilakuti malo awa sadzapangidwa mochuluka mpaka theka lachiwiri la zaka khumi, ndipo mphamvu zawo zambiri zidzasungidwa kwa makasitomala a AI ndi cloud.

Makampani opereka upangiri monga Bain & Company akuyerekeza kuti, chifukwa cha kukwera kwa AI, Kufunika kwa zinthu zina zokumbukira kungakule ndi 30% kapena kuposerapo pofika chaka cha 2026.Pankhani yeniyeni ya DRAM yolumikizidwa ndi ntchito za AI, kuwonjezeka komwe kukuyembekezeka kukuposa 40%. Pofuna kupewa zopinga zopitilira, ogulitsa ayenera kuwonjezera kupanga kwawo ndi magawo ofanana; chinthu chovuta kuchita popanda kuyika pachiwopsezo cha kuchuluka kwa zinthu ngati kufunikira kwachepa.

Ndicho chifukwa china chomwe opanga akupitilizabe kusamala. Pambuyo pa maulendo angapo pomwe kukulirakulira mwachangu kwambiri kunapangitsa kuti kutsika kwadzidzidzi kwa mitengo ndi kutayika kwa mamiliyoniTsopano, khalidwe lodziteteza kwambiri laonekera: opanga amakonda kusunga kusowa kolamulidwa komanso ndalama zambiri m'malo moika pachiwopsezo kuphulika kwina. Malinga ndi malingaliro a ogula, izi zikutanthauza kuti zinthu sizingakuyendereni bwino: RAM yokwera mtengo ikhoza kukhala yatsopano kwa zaka zingapo.

Masewera apakanema: ma console okwera mtengo kwambiri komanso chitsanzo cholephera

Kusowa kwa RAM kumaonekera kwambiri m'dziko la masewera apakanema. Mbadwo wamakono wa ma consoles unabadwa ndi mavuto okhudzana ndi kupezeka kwa semiconductor Ndipo idakakamizidwa kuvomereza kukwera kwa mitengo komwe kumalumikizidwa ndi kukwera kwa mitengo ndi mavuto amitengo. Tsopano, chifukwa cha mtengo wokumbukira kukwera kwambiri, ziwerengero za zotulutsa zamtsogolo zikuyamba kusawonjezeka.

Pa PC, deta yochokera ku ma portals monga PCPartPicker ikuwonetsa kukwera kwakukulu kwa mitengo ya DDR4 ndi DDR5Izi ndi mitundu yeniyeni ya RAM yomwe imagwiritsidwa ntchito mu ma PC amasewera komanso zida zambiri zamasewera. Izi zafika poti zida zina za RAM zogwira ntchito bwino zimawononga ndalama zofanana ndi khadi la zithunzi lapakati mpaka lapamwamba, zomwe zimapangitsa kuti zinthu zodula kwambiri zikhalepo mu PC. Izi zimakhudza osewera omwe amapanga makina awoawo komanso opanga makompyuta ndi ma laputopu amasewera.

Kumbali ya console, nkhawa ikukulirakulira. Mbadwo wamakono wakumana kale ndi vuto loyamba la kusowa kwa zinthu, ndipo tsopano Mtengo wa kukumbukira ukuikanso kupanikizika pa malireNgati opanga akufuna kusunga mphamvu zomwe adalonjeza pa ma consoles amtsogolo, n'zovuta kuganiza kuti achita izi popanda kupereka ndalama zina zomwe zakwera pamtengo wogulitsa. Kuthekera kwa ma consoles kufika pa chopinga chamaganizo cha €1.000, chomwe posachedwapa chinkaoneka ngati chosatheka, kwayamba kuonekera m'maloto a akatswiri.

La m'badwo wotsatira kuchokera ku Sony ndi Microsoft, zomwe ambiri amati pafupifupi chaka cha 2027, Iyenera kufotokozedwa m'nkhaniyi.Kukumbukira kochuluka, bandwidth yochulukirapo, ndi mphamvu zambiri zojambula zimatanthauza ma chip ambiri a DRAM ndi GDDR panthawi yomwe gigabyte iliyonse imadula kwambiri. Onjezani kupsinjika kuti muwongolere mawonekedwe ndi ma resolution okhazikika a 4K kapena 8K, Mtengo wa zipangizo zamagetsi ukukwera kwambiri komanso kuthekera kwa mabatire a "triple A" kukuopsezedwa. monga momwe timawadziwira ikukayikiridwa.

Akatswiri ena akale amakampani amaona vutoli ngati mwayi woti kuchepetsa chilakolako chofuna kuonera zithunzi mozama ndi kubwerera ku kuyang'ana kwambiri pa mapulojekiti opangidwa ndi zinthu zambiri komanso opanga zinthu zatsopano. Kuwonjezeka kwakukulu kwa bajeti yamasewera akuluakulu kwachepetsa kuchuluka kwa zotulutsa ndi ndalama zomwe zimayikidwa m'ma franchise angapo. Pamapeto pake, izi zimapangitsa bizinesiyo kukhala yofooka kwambiri: mutu umodzi wofunikira wosakwaniritsa zomwe amayembekezera ukhoza kuyika pachiwopsezo studio yonse kapena wofalitsa.

Nintendo, RAM, ndi mantha a ma consoles sizikupezeka kwa ambiri

Limodzi mwa makampani omwe akhudzidwa kwambiri pakali pano ndi Nintendo. Malipoti azachuma akusonyeza kuti msika wayamba mtengo wake wamsika wa masheya walangidwandi kutayika kwamtengo wapatali kwa madola mabiliyoni angapo pamsika, pamene mantha akukulirakulira kuti RAM iwonjezera mtengo wa mapulani awo a hardware.

Wolowa m'malo mwa Switch, yemwe akuyembekezeka kugwiritsa ntchito Makonzedwe a memori a 12GB, akukumana ndi nkhani yomwe Mtengo wa ma chips amenewo wakwera ndi pafupifupi 40%.Akatswiri otchulidwa ndi makampani monga Bloomberg akukhulupirira kuti funso silikuti mtengo wa console udzakwera kuposa momwe unakonzedwera poyamba, koma nthawi ndi ndalama zingati. Vuto la Nintendo ndi lovuta: kusunga nsanja yofikirika kwakhala chimodzi mwa zinthu zomwe zimaipangitsa kukhala yodziwika bwino, koma Zoona zake pamsika wa zigawo zimapangitsa kuti zikhale zovuta kuzisamalira..

Vuto la kukumbukira silimangokhala mkati mwa console yokha. Kukwera kwa mtengo wa NAND kulinso kukhudza makadi osungira zinthu monga SD ExpressIzi ndizofunikira pakukulitsa mphamvu ya makina ambiri. Mitundu ina ya 256GB ikugulitsidwa pamitengo yomwe, posachedwapa, idasungidwa kwa ma SSD akuluakulu, ndipo ndalama zowonjezerazo zimagwera pa osewera, omwe amafunikira malo ochulukirapo pamasewera ovuta kwambiri.

Pachifukwa ichi, ambiri akufunsa kuti Kodi tidzawonanso ma consoles omwe ali pansi pa malire ena amitengo, kapena tidzawawonanso?Komanso, Zosangalatsa za digito za m'badwo wotsatira zidzayandikira kwambiri mitengo ya zinthu zapamwambaMsika udzayenera kusankha ngati uli wokonzeka kulipira mtengo umenewo kapena ngati, m'malo mwake, umasankha zinthu zochepa pa zipangizo zosafuna zambiri.

Masewera a pakompyuta ndi ogwiritsa ntchito apamwamba: pamene RAM ikudya bajeti yonse

Kwa iwo omwe akumanga kapena kukweza makina awo, makamaka m'gawo lamasewera, vuto la RAM likumveka kale bwino kwambiri. DDR5 ndi DDR4, zomwe posachedwapa zinkaonedwa kuti ndi zotsika mtengo, zili ndi kuchulukitsa mtengo wake katatu kapena kanayimpaka kufika poti Bajeti ya PC imakhala yosakwanira.Zomwe kale zinkagwiritsidwa ntchito mu GPU yabwino, SSD yachangu, kapena magetsi apamwamba kwambiri tsopano zatha ndi kukumbukira.

Kusamvana kumeneku kwatsegula chitseko cha chochitika chodziwika bwino: malingaliro ndi chinyengoMonga momwe zinachitikira ndi makadi ojambula zithunzi panthawi ya kukwera kwa ndalama za digito kapena ndi PlayStation 5 panthawi ya mliriwu, ogulitsa abwereranso akuyesera kugwiritsa ntchito mwayi wosowa kuti akweze mitengo kufika pamlingo wosamveka bwino. M'misika ina, zida za RAM zalengezedwa kuti zigwirizane ndi mtengo wa galimoto yatsopano, poganiza kuti wogula wosazindikira kapena wosowa adzagwa mu chinyengochi.

Vutoli silikungokhudza kukwera kwa mitengo kokha. Kukwera kwa misika komwe aliyense angagulitsePogwiritsidwa ntchito m'masitolo akuluakulu apaintaneti, nsanjazi zimachulukitsa chiopsezo chokumana ndi zinthu zabodza kapena zolakwika, kapena chinyengo chenicheni pomwe kasitomala amalipira zinthu zomwe sizimafika kapena sizikugwirizana ndi zomwe zafotokozedwazo. Mkhalidwewu ndi wofanana pamsika wazinthu zakale, ndi ma module okwera mtengo komanso zochitika zomwe, nthawi zambiri, zimapangitsa kuti ma phukusi azikhala ndi RAM yokha.

Mabungwe apadera ndi atolankhani Amalangiza kuti mutenge njira zodzitetezera kwambiri.: tsimikizirani kuti wogulitsayo ndi ndani kwenikweni, Samalani ndi zopereka zomwe zimawoneka "zabwino kwambiri kuti zisachitike"" Yang'anani mavoti ndipo pewani malonda opanda zithunzi zenizeni kapena ndi zithunzi wamba zomwe zatengedwa patsamba la wopanga.Ngati palibe chifukwa chofulumira, njira yabwino kwambiri kwa ogwiritsa ntchito ambiri ndikudikira kuti msika ukhazikike pang'ono musanasinthe kukumbukira.

Windows 11 ndi mapulogalamu ake akuwonjezeranso moto.

Kupanikizika kwa RAM sikuchokera ku mbali ya hardware yokha. Malo ogwiritsira ntchito mapulogalamu okha, makamaka Windows 11 ndi kasamalidwe kake ka kukumbukira (swapfile.sys), Izi zikukakamiza ogwiritsa ntchito ambiri kuti afune kukumbukira kwambiri kuposa momwe zikanakhalira zaka zingapo zapitazo.Ngakhale papepala, makina ogwiritsira ntchito amafunikira 4 GB yokha pazofunikira zake zochepa, zenizeni za tsiku ndi tsiku ndizosiyana kwambiri.

Windows 11 imakoka a kugwiritsa ntchito zinthu zambiri kuposa Windows 10 Ndipo magawidwe ambiri a Linux amavutika ndi izi, chifukwa cha kuchuluka kwa mautumiki akumbuyo ndi mapulogalamu omwe adayikidwa kale omwe samawonjezera phindu nthawi zambiri. Izi zimawonjezeka chifukwa cha kuchuluka kwa mapulogalamu kutengera ukadaulo wapaintaneti monga Electron kapena WebView2, omwe, mwachizolowezi, amagwira ntchito ngati masamba osatsegula omwe ali mufayilo yoyeserera.

Zitsanzo monga Mabaibulo a pakompyuta a Netflix yatsitsidwa kuchokera ku Microsoft Store, kapena zida zodziwika bwino monga Discord kapena Magulu a MicrosoftZitsanzo izi zikuwonetsa bwino vutoli: chilichonse chimagwiritsa ntchito Chromium yakeyake, chomwe chimagwiritsa ntchito kukumbukira kochulukirapo kuposa mapulogalamu ofanana. Mapulogalamu ena amatha kukhala ndi ma gigabytes angapo a RAM okha, omwe pamakina omwe ali ndi 8 GB yokha ya RAM amakhala choletsa chokhazikika.

Zonsezi zikutanthauza kuti Ogwiritsa ntchito ambiri amakakamizidwa kukulitsa mpaka 16, 24 kapena 32 GB ya RAM kungofuna kupezanso mphamvu yokwanira yogwira ntchito za tsiku ndi tsiku komanso masewera amakono. Ndipo nthawi yomweyo kukumbukira kumakhala kokwera mtengo kwambiri. Chifukwa chake, kuphatikiza kwa machitidwe osakonzedwa bwino ndi mavuto azinthu kumabweretsa kupanikizika kowonjezera pamsikakufunikira kwa zinthu kukuwonjezeka kwambiri m'gulu la ogula.

Kodi ogwiritsa ntchito angachite chiyani ndipo msika ukupita kuti?

Kwa ogwiritsa ntchito wamba, malo ochitira zinthu ndi ochepa, koma pali njira zina. Malangizo oyamba omwe aperekedwa ndi mabungwe ndi atolankhani apadera ndi awa: Musagule RAM pa nthawi yomwe mukufuna.Ngati zida zomwe zilipo zikugwira ntchito bwino ndipo kukweza sikofunikira, Zingakhale zomveka kudikira miyezi ingapo kapena zaka., pamene tikuyembekezera kuti zinthu ziwonjezeke ndipo mtengo ukukwera pang'onopang'ono.

Ngati kusintha sikungatheke—chifukwa cha ntchito yaukadaulo, maphunziro, kapena zosowa zinazake—ndi bwino Yerekezerani mitengo mosamala ndipo samalani ndi misika yopanda chitsimikizo.Ndi bwino kulipira ndalama zambiri ku sitolo yodziwika bwino kusiyana ndi kuika pachiwopsezo pamtengo wotsika kwambiri. Mumsika wa zinthu zogwiritsidwa ntchito kale, ndi bwino kuyang'ana ndemanga, kupempha zithunzi kapena makanema a chinthu chenichenicho, ndikuyesera kugwiritsa ntchito njira zolipirira zomwe zimateteza.

M'kupita kwa nthawi, Makampani opanga ukadaulo okha adzayenera kusintha.Mu masewera a pakompyuta, mawu ngati a Shigeru Miyamoto Amanena kuti si mapulojekiti onse omwe amafuna ndalama zambiri kapena zithunzi zamakono kuti azisangalatsa. Atsogoleri ena a studio akuchenjeza kuti chitsanzo cha "triple A" monga momwe chilili panopa ndi chofooka ndipo luso ndi zinthu zina zambiri zomwe zikuchitika Akhoza kupereka njira yothawirako pamalo pomwe gigabyte iliyonse ya RAM imadula ndalama zambiri.

Pa mlingo wa mafakitale, zaka zikubwerazi zidzawona kuyambitsidwa kwa ukadaulo watsopano wopanga zinthu, monga kuwala kwa dzuwa koopsa, ndi njira zomangira zomangamanga monga CXL kuti igwiritsenso ntchito kukumbukira komwe kulipo kale mu ma seva. Komabe, palibe chilichonse mwa zigawozi chomwe chidzasintha zinthu usiku wonse. RAM yasiya kukhala gawo lotsika mtengo komanso lochuluka ndipo yakhala chuma chanzeru, chozikidwa pa geopolitics, AI, ndi zisankho za opanga angapo akuluakulu.

Chilichonse chikusonyeza kuti msika uyenera kuzolowera kukhala ndi zosungira zodula komanso zosapezeka kwambiri Izi sizili ngati chilichonse chomwe takhala tikuchizolowera, makamaka kwa zaka zambiri m'zaka khumi zino. Kwa ogula ku Spain ndi ku Europe, zidzatanthauza kulipira ndalama zambiri pa chipangizo chilichonse chatsopano, kuganizira kawiri za zosintha, komanso mwina kuganizira njira zina zosagwiritsa ntchito ndalama zambiri pa mapulogalamu ndi zida. Kwa makampani opanga mapulogalamu, izi zidzakhala mayeso enieni a momwe chitsanzo chamakono, chozikidwa pa mphamvu zambiri, kusinthasintha kwakukulu, ndi deta yambiri, chilili pamene maziko a zonse—kukumbukira—akuchepa kwambiri.