I-Recursion Pharmaceuticals AI
I-Recursion Pharmaceuticals isebenzisa amalebhu ebhayoloji amakhulu kakhulu emhlabeni, ekhiqiza ama-petabyte ezithombe zamaselula ukuze ivumele amamodeli okufunda omshini enze imephu yokuthi izidakamizwa ziwashintsha kanjani amaseli.
Uhlolojikelele
It matters because it turns wet-lab biology into a data problem that AI can search at industrial scale.
I-Deep Dive
I-Recursion, eyasungulwa ngo-2013 futhi ezinze e-Salt Lake City, yakha isu layo mayelana 'ne-phenomics' - ukuthatha izithombe zesibonakhulu samaseli omuntu alashwe ngezinkulungwane zezinhlanganisela kanye nokuphazamiseka kofuzo, bese kusetshenziswa ukufunda okujulile ukuguqula isithombe ngasinye sibe isigxivizo somunwe wezinombolo. Amaseli anezigxivizo zeminwe ezifanayo cishe abelana ngebhayoloji, ngakho iseli eliguquliwe isifo umuthi elibuyisela emuva liye kokuthi 'enempilo' liba yintshakhandidethi. Amalebhu ayo erobhothi asebenzisa izigidi zokuhlola masonto onke, ondla i-Recursion Operating System (manje ebizwa ngaphansi kwenkampani ye-Recursion-Exscientia ehlanganisiwe). Ngo-2023 i-NVIDIA yatshala izigidi ezingama-50 zamaRandi, kwathi i-Recursion yakhipha i-BioHive supercomputer evulekile namasethi edatha amakhulu afana ne-RxRx3. Le ndlela ihweba ngezinhloso ezikhethwe ngesandla ukuze zitholwe ngokungachemi, okuqhutshwa idatha kuzo zonke izifo eziningi ngesikhathi esisodwa.
I-Technical Insight
I-recursion isebenzisa i-Cell Painting: amaseli angcoliswe odayi be-fluorescent abamaka ama-organelles afana ne-nucleus, mitochondria, ne-cytoskeleton, bese enziwa isithombe kuwo wonke amashaneli. Amamodeli e-Convolutional futhi akhula ngokwandayo asekelwe ku-transformer ashumeka isithombe ngasinye sibe ivekhtha yobukhulu obuphezulu. Okubaluleke kakhulu, iqembu lisebenzisa ukulungiswa kwenqwaba okukhulu ukuze lisuse izinto zobuciko (ipuleti, usuku, ithuluzi) ukuze isignali yebhayoloji ibuse. Izidakamizwa zilinganiswa ngokuthi ukushumeka kwazo kugudluza kanjani amaseli anesifo aye ezifundeni ezinempilo.
I-Strategic Impact
Isu lomthengisi
Imephu yemigwaqo yabathengisi ithonya ukuthi yiziphi izici iqembu lakho elingazakha ngokulandelayo.
Izindleko kanye nesabelomali
Imigomo yezohwebo nezinketho zokuthunyelwa zithinta izindleko zesikhathi eside nobungozi.
Ingozi nokuphepha
Izinxephezelo zenkampani zibumba okuzenzakalelayo komkhiqizo, ukuma kokuphepha, nokuvuleleka.
Ikusasa Le-Recursion Pharmaceuticals AI
Ngemuva kokuhlanganiswa ne-Exscientia ngo-2024, i-Recursion ihlanganisa amamephu ayo e-phenomics nesakhiwo samakhemikhali esisekelwe esakhiweni, okuhloswe ngayo ukucindezela izikhathi zesikhathi zokutholwa kanye nezindleko. Lindela amamodeli esisekelo amakhulu aqeqeshwe kumamephu ayo obunikazi bebhayoloji nekhemistri, izinhlelo ezibambisene kakhulu ne-Roche, i-Genentech, i-Sanofi ne-Bayer, kanye nokucutshungulwa okukhulayo kokuthi abantu abadabuka ku-AI bayaphumelela yini ezivivinyweni zomtholampilo zabantu, ukuhlolwa kwangempela kwenkundla.
Ukuqaliswa Komhlaba Wangempela
Ukuhlola amashumi ezinkulungwane zamakhompiyutha ngokumelene namaseli amodela izifo zofuzo ezingavamile njenge-cerebral cavernous malformation, ukuthuthukisa amakhandidethi afana ne-REC-994 ezivivinyweni.
Ukusebenzisa i-Cell Painting phenotypes ukuze kusetshenziswe kabusha izidakamizwa ezikhona ukuze uthole izinkomba ezintsha ngokubona ukufana kwamaselula okungalindelekile.
Ukukhipha i-RxRx3 yedatha esesidlangalaleni yezigidi zezithombe zamaseli ukuze abacwaningi bangaphandle bakwazi ukuqeqesha futhi balinganise amamodeli ebhayoloji.
Ukusebenzisana ne-Roche kanye ne-Genentech ukwenza imephu ye-neuroscience kanye ne-biology yomdlavuza wamathumbu esikalini sezimboni.
Izingozi & Guardrails
Izimemezelo zokwethula zingase zeqe ukuzinza ekugelezeni komsebenzi wangempela wokukhiqiza.
Izintengo ze-API noma izinguquko zenqubomgomo zingaphula ukucabanga ngobusuku obubodwa.
Ukuncika komthengisi oyedwa kukhulisa izindleko zokukhiya nokufuduka.
Ukuqalisa Umhlahlandlela
Linganisa abahlinzeki usebenzisa eyakho imisebenzi namasethi edatha.
Buyekeza ubumfihlo, ukuphepha, nemibandela yomthetho ngaphambi kokuhlanganiswa.
Gcina uhlelo lokubuyela emuva kuwo wonke amamodeli noma abathengisi.
Gada amanothi okukhululwa ukuze izinguquko zemephu yomgwaqo zingamangazi amaqembu.
Qhubeka Uhlole
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Umhlahlandlela olandelayo
I-Insitro Machine Learning Biology
Imibuzo evame ukubuzwa
What is Recursion Pharmaceuticals AI?
I-Recursion Pharmaceuticals isebenzisa amalebhu ebhayoloji amakhulu kakhulu emhlabeni, ekhiqiza ama-petabyte ezithombe zamaselula ukuze ivumele amamodeli okufunda omshini enze imephu yokuthi izidakamizwa ziwashintsha kanjani amaseli. Ibalulekile ngoba iguqula i-wet-lab biology ibe inkinga yedatha i-AI engakwazi ukuyisesha esikalini sezimboni.
Iluphi uhlobo lwedatha eyinhloko esetshenziswa yi-Recursion ukuqeqesha amamodeli ayo e-AI?
Indlela ye-Recursion's 'phenomics' igxile ezithombeni zamaseli alashwe ngezidakamizwa noma izinguquko zofuzo, aguqulwa abe izigxivizo zeminwe zezinombolo.
Yenzani indlela yokudweba Amaseli?
I-Cell Painting isebenzisa odayi be-fluorescent ukuze kugqanyiswe izakhiwo ezifana ne-nucleus ne-mitochondria, ezithwetshulwa kuwo wonke amashaneli ezithombe.
Kungani i-Recursion isebenzisa ukulungiswa kwe-batch okunzima kudatha yayo?
Umehluko kupuleti, usuku, noma insimbi ingagxumeka ibhayoloji yangempela, ngakho ukulungisa inqwaba kuhlukanisa isignali yangempela yezinto eziphilayo.
Iyiphi inkampani etshale izigidi ezingama- $ 50 ku-Recursion ngo-2023?
I-NVIDIA itshale izigidi ezingama- $50 ngo-2023, ikhombisa imvelo ye-GPU esindayo ye-AI esekwe esithombeni ye-Recursion.
Ngo-2024, i-Recursion yahlanganiswa neyiphi inkampani ye-AI yokutholwa kwezidakamizwa?
I-recursion ihlanganiswe ne-Exscientia, ehlanganisa i-phenomics nesakhiwo samakhemikhali esisekelwe esakhiweni.