Innovation

Roche Ya Sayi Dubban Chips na Nvidia AI Don Haɓaka Ci gaban Magunguna

Fitowar Roche na dubunnan kwakwalwan kwamfuta na Nvidia shine sabon misali na katafaren kantin magani da ke ƙoƙarin amfani da AI don ganowa da kera sabbin hanyoyin kwantar da hankali cikin sauri.

11 min read Via www.forbes.com

Mewayz Team

Editorial Team

Innovation

Roche Bets Babban akan AI, Ana tura Dubban Chips Nvidia don Gano Drug

A cikin wani muhimmin yunƙuri da ke nuna jigon masana'antar harhada magunguna zuwa ga hankali na wucin gadi, giant ɗin kiwon lafiya Roche ya ba da rahoton siyan dubunnan na'urori na musamman na Nvidia AI. Wannan babban saka hannun jari a cikin kayan aikin lissafi an yi niyya ne kawai don haɓaka sanannen jinkiri da tsadar tsarin ci gaban ƙwayoyi. Ta hanyar tura waɗannan GPUs masu girma, Roche yana shirin yin cajin samfuran AI don ayyuka kamar daidaita ma'amalar kwayoyin halitta, tsinkayar ingancin magunguna, da gano sabbin dabarun warkewa. Wannan ba kawai haɓaka fasaha ba ne; wata dabara ce ta sake fasalin injin R&D, wanda ke nuna cewa makomar magani za a rubuta ta cikin lamba kamar yadda ake rubuta a cikin ilmin sunadarai.

Gasar Cinikin Makamai a Pharma

Bangaren harhada magunguna na cikin tsaka mai wuyar girgizar kasa. Samfurin gargajiya na gano magunguna, galibi yana dogaro da nutsuwa da aikin lab na hannu, ana ƙara haɓaka—kuma a wasu lokuta, ana maye gurbinsu—ta hanyoyin da aka sarrafa bayanai. AI na iya yin nazarin manyan bayanai na genomic, yin ƙira hadaddun hanyoyin nazarin halittu, da kuma duba miliyoyin mahadi a cikin siliki, ayyukan da ba zai yiwu ba ga masu binciken ɗan adam kaɗai. Sayen Roche ya sanya shi a kan gaba a gasar tseren makamai, inda ikon sarrafa kansa ke fassara zuwa gasa mai fa'ida. Ƙarfin gudanar da ingantattun simintin gyare-gyare cikin sauri yana nufin yiwuwar aske shekaru daga jadawalin ci gaba da biliyoyin kashe kasafin kuɗi na R&D, yana kawo jiyya na ceton rai ga marasa lafiya da wuri.

Bayan Hardware: Haɗa Gudun Aikin AI

Amma, sayan dubban kwakwalwan AI shine kawai mataki na farko. Kalubale na gaskiya ya ta'allaka ne wajen ƙirƙirar haɗe-haɗe, ingantaccen yanayin muhalli inda masana kimiyyar bayanai, masanan halittu, da ƙungiyoyin bincike za su iya yin haɗin gwiwa ba tare da wata matsala ba a kusa da wannan ƙaƙƙarfan ababen more rayuwa. Bututun gano magungunan AI ya ƙunshi matakai da yawa, sau da yawa shiru: tattara bayanai da tsaftacewa, horar da ƙirar ƙira da haɓakawa, gudanar da kwaikwaiyo, da bincike na sakamako. Ba tare da haɗewar yanayin aiki ba, hatta na'urorin da suka ci gaba ba za a iya yin amfani da su ba, ta hanyar jujjuyawar gudanarwa da aikin aiki. Wannan shine inda dabarun haɗin gwiwar software na musamman ya zama mahimmanci don buɗe cikakkiyar damar saka hannun jarin kayan masarufi.

"Wannan jarin shine game da canza injin binciken mu. Yana ba mu damar yin tambayoyi masu rikitarwa game da ilmin halitta kuma mu sami amsoshi a matakin da ba mu iya tunanin a baya ba, "in ji wani babban jami'in Roche R & D a cikin wata sanarwa mai alaka.

Yadda OS ɗin Kasuwancin Modular ke ba da ƙarfin ƙididdigewa

Don yunƙurin wannan sikelin don yin nasara, ayyukan kasuwanci na asali dole ne su kasance masu ƙarfi da haɗin kai kamar yadda AI ke ƙira da kansu. Ka yi tunanin wani dandamali wanda ke aiki a matsayin tsarin juyayi na tsakiya don irin wannan aikin mai canzawa. OS na kasuwanci na yau da kullun, kamar Mewayz, na iya samar da mahimmin ƙira don tallafawa R&D na ƙasa. Ta hanyar haɗa kayan aiki daban-daban da tushen bayanai a cikin guda ɗaya, ƙirar ƙirar da za a iya daidaitawa, Mewayz yana ba da damar ƙungiyoyin giciye su mai da hankali kan ƙirƙira maimakon kewayawa. Ga kamfani kamar Roche, tura dubban Nvidia kwakwalwan kwamfuta ba kawai siyan fasaha ba ne; yana ƙaddamar da ɗaruruwan ɗaruruwan ayyuka masu sarƙaƙƙiya, masu alaƙa da juna waɗanda ke buƙatar daidaitawa sosai, sarrafa albarkatu, da sarrafa bayanai - cikakkiyar yanayin amfani don tsarin aiki tare.

Maɓallin wuraren da haɗin gwiwar dandamalin aiki ya dace da binciken AI mai yanke hukunci sun haɗa da:

  • Orchestration Project: Sarrafar da zagayowar rayuwa na gwaje-gwajen lissafin lokaci guda marasa adadi da sprints na bincike.
  • Rarraba albarkatu & Bibiyar Kuɗi: Kula da gajimare da ƙididdige kashe kuɗi a tsakanin ƙungiyoyi don inganta amfani da gungu na GPU masu tsada.
  • Haɗin kai-Cross-Aiki: Ƙirƙirar wuraren aiki tare inda masana kimiyyar lissafi da masu ilimin halittu za su iya daidaitawa kan hasashe da binciken a ainihin-lokaci.
  • Mai sarrafa bututun bayanai: Tabbatar da tsafta, masu yarda, da samun damar bayanai suna gudana daga tushe zuwa samfurin horarwa da komawa zuwa labs masu inganci.

Sabon Tsarin Kimiyyar Rayuwa

Jarin jajircewar Roche ya wuce kanun kamfani; tsari ne na makomar ilimin rayuwa. Yana nuna cewa gaba na gaba na ci gaban aikin likita ya ta'allaka ne a tsakar fahimtar ilimin halitta da ƙwarewar lissafi. Nasarar ba za ta dogara ba kawai akan ɗanyen ƙarfin silicon ba amma akan ikon ƙungiyar don aiwatar da wannan ƙarfin yadda ya kamata. Kamar yadda ƙarin kamfanoni ke bi, masu cin nasara za su kasance waɗanda suka fi haɗa kadarorinsu na fasaha tare da maras kyau, ayyukan kasuwanci masu hankali. Ana kan tseren, kuma hannun jari-na kamfanoni da majiyyata-ba za su iya girma ba.

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Tambayoyin da ake yawan yi

Roche Bets Babban kan AI, Ana tura Dubban Chips Nvidia don Gano Drug

A cikin wani muhimmin yunƙuri da ke nuna jigon masana'antar harhada magunguna zuwa ga hankali na wucin gadi, giant ɗin kiwon lafiya Roche ya ba da rahoton siyan dubunnan na'urori na musamman na Nvidia AI. Wannan babban saka hannun jari a cikin kayan aikin lissafi an yi niyya ne kawai don haɓaka sanannen jinkiri da tsadar tsarin ci gaban ƙwayoyi. Ta hanyar tura waɗannan GPUs masu girma, Roche yana shirin yin cajin samfuran AI don ayyuka kamar daidaita ma'amalar kwayoyin halitta, tsinkayar ingancin magunguna, da gano sabbin dabarun warkewa. Wannan ba kawai haɓaka fasaha ba ne; wata dabara ce ta sake fasalin injin R&D, wanda ke nuna cewa makomar magani za a rubuta ta cikin lamba kamar yadda ake rubuta a cikin ilmin sunadarai.

Gasar Ciniki ta Makamai a Pharma

Bangaren harhada magunguna na cikin tsaka mai wuyar girgizar kasa. Samfurin gargajiya na gano magunguna, galibi yana dogaro da nutsuwa da aikin lab na hannu, ana ƙara haɓaka—kuma a wasu lokuta, ana maye gurbinsu—ta hanyoyin da aka sarrafa bayanai. AI na iya yin nazarin manyan bayanai na genomic, yin ƙira hadaddun hanyoyin nazarin halittu, da kuma duba miliyoyin mahadi a cikin siliki, ayyukan da ba zai yiwu ba ga masu binciken ɗan adam kaɗai. Sayen Roche ya sanya shi a kan gaba a gasar tseren makamai, inda ikon sarrafa kansa ke fassara zuwa gasa mai fa'ida. Ƙarfin gudanar da ingantattun simintin gyare-gyare cikin sauri yana nufin yiwuwar aske shekaru daga jadawalin ci gaba da biliyoyin kashe kasafin kuɗi na R&D, yana kawo jiyya na ceton rai ga marasa lafiya da wuri.

Bayan Hardware: Haɗa Gudun Aikin AI

Amma, sayan dubban kwakwalwan AI shine kawai mataki na farko. Kalubale na gaskiya ya ta'allaka ne wajen ƙirƙirar haɗe-haɗe, ingantaccen yanayin muhalli inda masana kimiyyar bayanai, masanan halittu, da ƙungiyoyin bincike za su iya yin haɗin gwiwa ba tare da wata matsala ba a kusa da wannan ƙaƙƙarfan ababen more rayuwa. Bututun gano magungunan AI ya ƙunshi matakai da yawa, sau da yawa shiru: tattara bayanai da tsaftacewa, horar da ƙirar ƙira da haɓakawa, gudanar da kwaikwaiyo, da bincike na sakamako. Ba tare da haɗewar yanayin aiki ba, hatta na'urorin da suka ci gaba ba za a iya yin amfani da su ba, ta hanyar jujjuyawar gudanarwa da aikin aiki. Wannan shine inda dabarun haɗin gwiwar software na musamman ya zama mahimmanci don buɗe cikakkiyar damar saka hannun jarin kayan masarufi.

Yadda OS ɗin Kasuwancin Modular ke ba da ƙarfin ƙirƙira

Don yunƙurin wannan sikelin don yin nasara, ayyukan kasuwanci na asali dole ne su kasance masu ƙarfi da haɗin kai kamar yadda AI ke ƙira da kansu. Ka yi tunanin wani dandamali wanda ke aiki a matsayin tsarin juyayi na tsakiya don irin wannan aikin mai canzawa. OS na kasuwanci na yau da kullun, kamar Mewayz, na iya samar da mahimmin ƙira don tallafawa R&D na ƙasa. Ta hanyar haɗa kayan aiki daban-daban da tushen bayanai a cikin guda ɗaya, ƙirar ƙirar da za a iya daidaitawa, Mewayz yana ba da damar ƙungiyoyin giciye su mai da hankali kan ƙirƙira maimakon kewayawa. Ga kamfani kamar Roche, tura dubban Nvidia kwakwalwan kwamfuta ba kawai siyan fasaha ba ne; yana ƙaddamar da ɗaruruwan ɗaruruwan ayyuka masu sarƙaƙƙiya, masu alaƙa da juna waɗanda ke buƙatar daidaitawa sosai, sarrafa albarkatu, da sarrafa bayanai - cikakkiyar yanayin amfani don tsarin aiki tare.

Sabon Tsarin Kimiyyar Rayuwa

Jarin jajircewar Roche ya wuce kanun kamfani; tsari ne na makomar ilimin rayuwa. Yana nuna cewa gaba na gaba na ci gaban aikin likita ya ta'allaka ne a tsakar fahimtar ilimin halitta da ƙwarewar lissafi. Nasarar ba za ta dogara ba kawai akan ɗanyen ƙarfin silicon ba amma akan ikon ƙungiyar don aiwatar da wannan ƙarfin yadda ya kamata. Kamar yadda ƙarin kamfanoni ke bi, masu cin nasara za su kasance waɗanda suka fi haɗa kadarorinsu na fasaha tare da maras kyau, ayyukan kasuwanci masu hankali. Ana kan tseren, kuma hannun jari-na kamfanoni da majiyyata-ba za su iya girma ba.

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