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AI in Pharmaceutical Manufacturing
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Makambani GUIDE
Recursion Pharmaceuticals inomhanyisa imwe yepasirese automated biology labs, ichigadzira mapetabytes emifananidzo yeserura kuregedza mamodheru ekudzidza emuchina kuti mishonga inochinja sei maseru.
Teerera kugwaro iriAI-yakarondedzerwa · ~2 min
It matters because it turns wet-lab biology into a data problem that AI can search at industrial scale.
Recursion, yakavambwa muna 2013 uye yakavakirwa muSalt Lake City, yakavaka zano rayo kutenderedza 'phenomics' - kutora maikorosikopu mifananidzo yemasero emunhu akabatwa nezviuru zvemakomponi uye kukanganiswa kwemajini, uye kushandisa kudzidza kwakadzama kushandura chifananidzo chega chega kuita nhamba yemunwe. Masero ane zvigunwe zvakafanana anogona kugovera biology, saka sero rakachinjwa nechirwere iro mushonga unodzosera kumashure kune 'ane hutano' rinova munhu anorova. Iwo marobhoti labs anomhanyisa mamirioni ezviedzo vhiki nevhiki, achidyisa iyo Recursion Operating System (ikozvino yakanyorwa pasi peiyo yakabatanidzwa Recursion-Exscientia kambani). Muna 2023 NVIDIA yakaisa $50 miriyoni, uye Recursion yakaburitsa yakavhurika BioHive supercomputer uye hombe dataset seRxRx3. Iyo nzira inotengesa zvibodzwa zvakasarudzwa nemaoko zvekusarerekera, zvinofambiswa nedata kuwanikwa pazvirwere zvakawanda kamwechete.
Kuongorora makumi ezviuru emakomponi achipesana nemasero ekuenzanisa zvisingawanzo genetic zvirwere senge cerebral cavernous malformation, kusimudzira vamiriri vakaita seREC-994 mumiedzo.
Kushandisa Cell Painting phenotypes kudzorerazve mishonga iripo yezviratidzo zvitsva nekuona zvisingatarisirwi masero akafanana.
Kuburitsa iyo RxRx3 yeruzhinji dataset yemamiriyoni emifananidzo yesero kuitira kuti vaongorori vekunze vagone kudzidzisa nekuenzanisa mhando dzebiology.
Kudyidzana naRoche neGenentech kumepu neuroscience uye gastrointestinal cancer biology pachiyero cheindasitiri.
Mushure mekubatana neExscientia muna 2024, Recursion iri kusanganisa mamepu ayo ezve phenomics ane chimiro-chakavakirwa chemistry dhizaini, ichivavarira kumanikidza kuwanikwa kwenguva uye mutengo. Tarisira mhando dzenheyo dzakakura dzakadzidziswa pamepu dzayo dzebiology uye chemistry, zvirongwa zvakabatana neRoche, Genentech, Sanofi neBayer, uye kuongororwa kuri kukura kwekuti vakwi veAI-vanobva kuAI vanobudirira here mumiedzo yekiriniki yevanhu, bvunzo chaiyo yepuratifomu.
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Recursion Pharmaceuticals inomhanyisa imwe yepasirese automated biology labs, ichigadzira mapetabytes emifananidzo yeserura kuregedza mamodheru ekudzidza emuchina kuti mishonga inochinja sei maseru. Izvo zvine basa nekuti inoshandura wet-lab biology kuita dambudziko redata iro AI inogona kutsvaga pachiyero cheindasitiri.
Recursion's 'phenomics' nzira inomira pamifananidzo yemasero akabatwa nemishonga kana genetic shanduko, anoshandurwa kuita manhamba mafingerprints.
Cell Painting inoshandisa madhayi efluorescent kuratidza zvimiro zvakaita senucleus uye mitochondria, inotorwa pamatanho ekufungidzira.
Misiyano mundiro, zuva, kana chiridzwa chinogona kunyudza biology chaiyo, saka kugadzirisa-batch kunoparadzanisa chiratidzo chechokwadi chebiology.
NVIDIA yakadyara mamirioni makumi mashanu emadhora muna 2023, ichiratidza iyo GPU-inorema chimiro cheRecursion's mufananidzo-based AI.
Kudzokororwa kwakabatanidzwa neExscientia, kusanganisa phenomics nechimiro-chakavakirwa chemistry dhizaini.
Ramba uchidzidza
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InoteveraGaidhi rinotevera
AI in Pharmaceutical Manufacturing
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