Dubawa
Recursion Pharmaceuticals yana gudanar da ɗayan manyan dakunan gwaje-gwajen ilmin halitta mai sarrafa kansa na duniya, yana samar da petabytes na hotunan salula don barin ƙirar koyon injin taswirar yadda ƙwayoyi ke canza sel. Yana da mahimmanci saboda yana jujjuya ilimin halittun rigar-lab zuwa matsalar bayanai wanda AI zai iya bincika a sikelin masana'antu.
Recursion Pharmaceuticals AI an fi fahimta sosai a cikin mahallin dabarun, samun damar samfuri, yanke shawara kan dandamali, da haɗin gwiwar yanayin muhalli.
Zurfafa nutsewa
Recursion, wanda aka kafa a cikin 2013 kuma yana zaune a Salt Lake City, ya gina dabarunsa a kusa da 'phenomics' - ɗaukar hotuna na microscope na sel ɗan adam da aka kula da dubban mahadi da rikice-rikicen kwayoyin halitta, sannan amfani da zurfin koyo don canza kowane hoto zuwa hoton yatsa na lamba. Kwayoyin da ke da alamun yatsa iri ɗaya suna iya raba ilmin halitta, don haka kwayar cutar da ta canza wacce magani ke turawa zuwa ga 'lafiya' ya zama ɗan takara. Dakunan gwaje-gwajensa na mutum-mutumi suna gudanar da miliyoyin gwaje-gwaje a mako-mako, suna ciyar da Tsarin Aiki na Recursion (yanzu an yi masa alama a ƙarƙashin haɗin gwiwar kamfanin Recursion-Exscientia). A cikin 2023 NVIDIA ta kashe dala miliyan 50, kuma Recursion ta fitar da babban kwamfuta na BioHive da manyan bayanai kamar RxRx3. Hanyar tana cinikin maƙasudin da aka zaɓa da hannu don rashin son zuciya, gano bayanai da aka sarrafa a cikin cututtuka da yawa lokaci guda.
Fahimtar Fasaha
Recursion yana amfani da Zanen Tantanin halitta: sel suna da tabo da rini mai kyalli da ke yiwa gabobin jiki alama kamar tsakiya, mitochondria, da cytoskeleton, sannan aka yi hoto a cikin tashoshi. Samfurin juyin juya hali da haɓaka tushen canjin canji sun haɗa kowane hoto zuwa babban vector mai girma. Mahimmanci, ƙungiyar tana aiwatar da gyare-gyare mai nauyi don cire kayan fasaha (faranti, rana, kayan aiki) ta yadda siginar halitta ta mamaye. Magunguna suna da matsayi ta yadda abubuwan da suka haɗa su ke motsa ƙwayoyin cuta zuwa jihohi masu lafiya.
Mastering Recursion Pharmaceuticals AI
Recursion Pharmaceuticals yana gudanar da ɗayan manyan dakunan gwaje-gwajen ilmin halitta mai sarrafa kansa na duniya, yana samar da petabytes na hotunan salula don barin ƙirar koyon injin taswirar yadda ƙwayoyi ke canza sel. Yana da mahimmanci saboda yana jujjuya ilimin halittar jika-lab zuwa matsalar bayanai wanda AI zai iya bincika a sikelin masana'antu. Recursion Pharmaceuticals AI an fi fahimta sosai a cikin mahallin dabarun, samun damar samfuri, yanke shawara kan dandamali, da haɗin gwiwar yanayin muhalli. Don gina zurfin fahimta, bi da Recursion Pharmaceuticals AI a matsayin samfurin aiki, ba sifa ɗaya ba: ayyana sakamakon da ake so, bayyana zato, da kuma raba abin da tsarin zai iya dogara da abin da har yanzu yana buƙatar yanke hukunci na ƙwararru.
A aikace, ƙungiyoyi masu ƙarfi waɗanda ke amfani da Recursion Pharmaceuticals AI suna kimanta dabarun mai siyarwa, amincin taswirar hanya, da haɗarin kulle-kulle kafin yin. Suna rubuta ƙayyadaddun ƙa'idodin nasara, gwaji akan bayanan gaskiya da gudanawar aiki, da jujjuyawar bisa ga tsarin gazawar da aka lura maimakon cin nasara na lokaci ɗaya. Wannan shine inda fahimtar ka'idar ta juya zuwa iyawa mai dorewa a cikin samfura, manufofi, da ayyuka.
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba. A lokaci guda, sanarwar ƙaddamarwa na iya wuce kwanciyar hankali a cikin ayyukan samarwa na gaske. Hanyar da ta fi dacewa ita ce haɗa saurin gwaji tare da horon gudanarwa: gudanar da matukin jirgi, kama shaida, buga rajistan ayyukan yanke shawara, da ci gaba da sabunta abubuwan tsaro kamar yadda halayen ƙira, tsammanin mai amfani, da buƙatun tsari ke tasowa.
Dabarun Tasiri
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba.
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi na dogon lokaci da haɗari.
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi na dogon lokaci da haɗari. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa.
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Aiwatar da Gaskiyar Duniya
Nuna dubun-dubatar mahadi a kan sel masu yin ƙirar cututtukan ƙwayoyin cuta da ba a taɓa samun su ba kamar lalacewar cavernous na cerebral, haɓaka ƴan takara kamar REC-994 cikin gwaji.
Yin amfani da phenotypes na Sel don mayar da magungunan da ke akwai don sababbin alamu ta hanyar gano kamannin salon salula mara tsammani.
Sakin bayanan jama'a na RxRx3 na miliyoyin hotunan tantanin halitta don haka masu bincike a waje za su iya horarwa da ƙirar ilimin halitta.
Haɗin gwiwa tare da Roche da Genentech don tsara taswirar ilimin neuroscience da ilimin ciwon daji na ciki a sikelin masana'antu.
Hanyoyin Aiwatarwa
Recursion Pharmaceuticals AI a aikace
Nuna dubun-dubatar mahadi a kan sel masu yin ƙirar cututtukan ƙwayoyin cuta da ba a taɓa samun su ba kamar lalacewar cavernous na cerebral, haɓaka ƴan takara kamar REC-994 cikin gwaji.
Nuna dubun-dubatar mahadi a kan sel waɗanda ke yin ƙirar cututtukan ƙwayoyin cuta da ba a taɓa gani ba kamar ɓarna cerebral cavernous, ci gaban ƴan takara kamar REC-994 cikin gwaji Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓaka ɗan adam don ƙararraki, da kuma bin diddigin nasarorin samarwa da ƙimar kuskure akan lokaci.
Recursion Pharmaceuticals AI a aikace
Yin amfani da phenotypes na Sel don mayar da magungunan da ke akwai don sababbin alamu ta hanyar gano kamannin salon salula mara tsammani.
Yin amfani da nau'ikan zane-zane na Cell don sake dawo da magungunan da ake dasu don sabbin alamu ta hanyar gano kamannin salon salula marasa tsammanin Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da kuma bin diddigin nasarorin yawan aiki da ƙimar kuskure akan lokaci.
Recursion Pharmaceuticals AI a aikace
Sakin bayanan jama'a na RxRx3 na miliyoyin hotunan tantanin halitta don haka masu bincike a waje za su iya horarwa da ƙirar ilimin halitta.
Sakin bayanan jama'a na RxRx3 na miliyoyin hotunan tantanin halitta don haka masu bincike a waje za su iya horarwa da ƙirar ilimin halitta Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefe, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
Recursion Pharmaceuticals AI a aikace
Haɗin gwiwa tare da Roche da Genentech don tsara taswirar ilimin neuroscience da ilimin ciwon daji na ciki a sikelin masana'antu.
Haɗin gwiwa tare da Roche da Genentech don yin taswirar ilimin kimiyyar neuroscience da ilimin cutar kansa na gastrointestinal a ma'aunin masana'antu yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da bin diddigin nasarorin samarwa da ƙimar kuskure akan lokaci.
Hatsari & Tsare-tsare
Sanarwar ƙaddamarwa na iya ƙetare kwanciyar hankali a cikin ayyukan samarwa na gaske.
Farashin API ko sauye-sauyen manufofi na iya karya zato cikin dare.
Dogaro mai siyarwa guda ɗaya yana ƙara kulle-kulle da farashin ƙaura.
Taswirar Hanya
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai.
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.