Overview
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 Pharmaceuticals AI inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye ecosystem kudyidzana.
Deep Dive
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.
Technical Insight
Kudzokorodza kunoshandisa Cell Painting: maseru akasvibiswa nemafuta efluorescent dhayi anomaka organelles senge nucleus, mitochondria, uye cytoskeleton, yobva yafananidzwa mumatanho. Convolutional uye inowedzera shanduko-yakavakirwa modhi inomisikidza mufananidzo wega wega mune yakakwira-dimensional vector. Nehurombo, timu inoshandisa inorema batch-kururamisa kubvisa tekinoroji zvigadzirwa (ndiro, zuva, chiridzwa) kuitira kuti biological chiratidzo chitonge. Mishonga inoverengerwa nemafambisirwo aanoitwa maseru anorwara achienda kunzvimbo dzine hutano.
Mastering Recursion Pharmaceuticals AI
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 Pharmaceuticals AI inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye ecosystem kudyidzana. Kuti uvake kunzwisisa kwakadzama, tora Recursion Pharmaceuticals AI semuenzaniso wekushandisa, kwete chinhu chimwe chete: tsanangura zvinodiwa, kujekesa fungidziro, uye patsanura zvinogona kuitwa nehurongwa hwakavimbika kubva kune zvichiri kuda kutonga kwenyanzvi.
Mukuita, zvikwata zvakasimba zvinoshandisa Recursion Pharmaceuticals AI inoongorora zano revatengesi, kuvimbika kwemepu yemugwagwa, uye njodzi yekuvhara isati yaita. Ivo vanonyora zvakajeka maitiro ebudiriro, bvunzo vachipokana ne data rechokwadi uye mafambiro ebasa, uye iterate zvichibva pane zvakacherechedzwa maitiro ekutadza kwete kuhwina-nguva imwe chete yebhenji. Apa ndipo apo kunzwisisa kwe theoretical kunoshanduka kuve kugona kwakasimba pane chigadzirwa, mutemo, uye mashandiro.
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Panguva imwecheteyo, zviziviso zveLaunch zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows. Nzira yakatsiga ndeyekubatanidza kukurumidza kuyedza nekutonga: mhanyisa vatyairi vendege, tora humbowo, buritsa matanda esarudzo, uye urambe uchivandudza chengetedzo semaitiro emuenzaniso, zvinotarisirwa nemushandisi, uye zvinodikanwa zvekutonga.
Strategic Impact
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Real-World Implementation
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.
Maitiro Ekuita
Recursion Pharmaceuticals AI mukuita
Kuongorora makumi ezviuru emakomponi achipesana nemasero ekuenzanisa zvisingawanzo genetic zvirwere senge cerebral cavernous malformation, kusimudzira vamiriri vakaita seREC-994 mumiedzo.
Kuongorora makumi ezviuru zvemakomponi achipesana nemasero ekuenzanisa zvisingawanzo zvirwere zvemajini senge cerebral cavernous malformation, kusimudzira vamiriri vakaita seREC-994 mumiyedzo Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura mabindu emhando kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Recursion Pharmaceuticals AI mukuita
Kushandisa Cell Painting phenotypes kudzorerazve mishonga iripo yezviratidzo zvitsva nekuona zvisingatarisirwi masero akafanana.
Kushandisa Cell Painting phenotypes kudzorerazve mishonga iripo yezviratidzo zvitsva nekuona zvisingatarisirwe cellular kufanana Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura hunhu hwepamberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Recursion Pharmaceuticals AI mukuita
Kuburitsa iyo RxRx3 yeruzhinji dataset yemamiriyoni emifananidzo yesero kuitira kuti vaongorori vekunze vagone kudzidzisa nekuenzanisa mhando dzebiology.
Kuburitsa iyo RxRx3 yeruzhinji dataset yemamiriyoni emifananidzo yesero kuitira kuti vaongorori vekunze vagone kudzidzisa uye benchmark biology modhi Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Recursion Pharmaceuticals AI mukuita
Kudyidzana naRoche neGenentech kumepu neuroscience uye gastrointestinal cancer biology pachiyero cheindasitiri.
Kudyidzana neRoche neGenentech kumepu neuroscience uye gastrointestinal cancer biology pachiyero cheindasitiri Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
Njodzi & Guardrails
Zviziviso zvekutanga zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows.
Mitengo yeAPI kana shanduko yepolicy inogona kukanganisa fungidziro husiku.
Kutsamira kune mumwe-mutengesi kunowedzera kukiya-mukati uye mari yekufambisa.
Implementation Roadmap
Ongorora vanopa uchishandisa ako ega mabasa uye dataset.
Ongorora vanopa uchishandisa ako ega mabasa uye dataset. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.