UMHLAHLANDLELA Wezinkampani

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

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.

I-Recursion Pharmaceuticals AI iqondwa kangcono kumongo wesu, ukufinyelela okuyimodeli, izinqumo zeplathifomu, nobambiswano lwe-ecosystem.

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-Mastering 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. I-Recursion Pharmaceuticals AI iqondwa kangcono kumongo wesu, ukufinyelela okuyimodeli, izinqumo zeplathifomu, nobambiswano lwe-ecosystem. Ukuze wakhe ukuqonda okujulile, phatha i-Recursion Pharmaceuticals AI njengemodeli yokusebenza, hhayi isici esisodwa: chaza imiphumela efiselekayo, ucacise ukucabanga, futhi uhlukanise lokho uhlelo olungakwenza ngokwethembeka kulokho okusadinga ukwahlulela kochwepheshe.

Empeleni, amaqembu aqinile asebenzisa i-Recursion Pharmaceuticals AI ahlola isu lomthengisi, ukwethembeka kwemephu yomgwaqo, kanye nobungozi bokukhiya ngaphambi kokuzibophezela. Babhala imibandela yempumelelo ecacile, ukuhlola okuqhathaniswa nedatha engokoqobo nokugeleza komsebenzi, futhi baphindaphinde ngokusekelwe kumaphethini okuhluleka aqashiwe esikhundleni sokuwina kwebhentshimakhi yesikhathi esisodwa. Yilapho ukuqonda kwethiyori kuguquka kube amandla ahlala njalo kuwo wonke umkhiqizo, inqubomgomo, kanye nokusebenza.

Imephu yemigwaqo yabathengisi ithonya izici ithimba lakho elingazakha ngokulandelayo. Ngesikhathi esifanayo, izimemezelo Zokuqalisa zingase zidlule ukuzinza ekusebenzeni kwangempela kokukhiqiza. Indlela eqine kakhulu iwukuhlanganisa isivinini sokuhlola nesiyalo sokuphatha: qhuba abashayeli bezindiza, bamba ubufakazi, ushicilele amalogi ezinqumo, futhi ubuyekeze izivikelo ngokuqhubekayo njengoba imodeli yokuziphatha, okulindelwe ngabasebenzisi, kanye nezimfuneko zokulawula zishintsha.

I-Strategic Impact

Imephu yemigwaqo yabathengisi ithonya izici ithimba lakho elingazakha ngokulandelayo.

Imephu yemigwaqo yabathengisi ithonya izici ithimba lakho elingazakha ngokulandelayo. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.

Imigomo yezohwebo nezinketho zokuthunyelwa zithinta izindleko zesikhathi eside nobungozi.

Imigomo yezohwebo nezinketho zokuthunyelwa zithinta izindleko zesikhathi eside nobungozi. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.

Izinxephezelo zenkampani zibumba okuzenzakalelayo kwemikhiqizo, ukuma kokuphepha, nokuvuleleka.

Izinxephezelo zenkampani zibumba okuzenzakalelayo kwemikhiqizo, ukuma kokuphepha, nokuvuleleka. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.

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.

Amaphethini Okusebenzisa

I-Recursion Pharmaceuticals AI iyasebenza

Ukuhlola amashumi ezinkulungwane zamakhompiyutha ngokumelene namaseli amodela izifo zofuzo ezingavamile njenge-cerebral cavernous malformation, ukuthuthukisa amakhandidethi afana ne-REC-994 ezivivinyweni.

Ukuhlola amashumi ezinkulungwane zamakhompiyutha ngokumelene namangqamuzana abonisa izifo zofuzo eziyivelakancane njenge-cerebral cavernous malformation, ukuthuthukela kumakhandidethi afana ne-REC-994 ezivivinyweni Amathimba ngokuvamile athola imiphumela engcono uma echaza imingcele yekhwalithi ngaphambili, agcina indlela yokukhuphuka komuntu ngamacala asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

I-Recursion Pharmaceuticals AI iyasebenza

Ukusebenzisa i-Cell Painting phenotypes ukuze kusetshenziswe kabusha izidakamizwa ezikhona ukuze uthole izinkomba ezintsha ngokubona ukufana kwamaselula okungalindelekile.

Ukusebenzisa i-Cell Painting phenotypes ukuze kusetshenziswe kabusha izidakamizwa ezikhona ukuze uthole izinkomba ezintsha ngokubona ukufana kwamaselula okungalindelekile Amathimba ngokuvamile athola imiphumela engcono lapho echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

I-Recursion Pharmaceuticals AI iyasebenza

Ukukhipha i-RxRx3 yedatha esesidlangalaleni yezigidi zezithombe zamaseli ukuze abacwaningi bangaphandle bakwazi ukuqeqesha futhi balinganise amamodeli ebhayoloji.

Ukukhipha isethi yedatha yomphakathi ye-RxRx3 yezigidi zezithombe zamaseli ukuze abacwaningi bangaphandle bakwazi ukuqeqesha futhi balinganise amamodeli ebhayoloji Amaqembu ngokuvamile athola imiphumela engcono uma echaza izilinganiso zekhwalithi ngaphambili, agcine indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

I-Recursion Pharmaceuticals AI iyasebenza

Ukusebenzisana ne-Roche kanye ne-Genentech ukwenza imephu ye-neuroscience kanye ne-biology yomdlavuza wamathumbu esikalini sezimboni.

Ukusebenzisana ne-Roche kanye ne-Genentech ukwenza imephu yesayensi ye-neuroscience kanye ne-gastrointestinal biology esikalini sezimboni Amathimba ngokuvamile athola imiphumela engcono lapho echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka kwabantu yamacala abucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

Izingozi & Guardrails

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Izimemezelo zokwethula zingase zeqe ukuzinza ekugelezeni komsebenzi wangempela wokukhiqiza.

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Izintengo ze-API noma izinguquko zenqubomgomo zingaphula ukucabanga ngobusuku obubodwa.

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Ukuncika komthengisi oyedwa kukhulisa izindleko zokukhiya nokufuduka.

Ukuqalisa Umhlahlandlela

1

Linganisa abahlinzeki usebenzisa eyakho imisebenzi namasethi edatha.

Linganisa abahlinzeki usebenzisa eyakho imisebenzi namasethi edatha. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.

2

Buyekeza ubumfihlo, ukuphepha, nemibandela yomthetho ngaphambi kokuhlanganiswa.

Buyekeza ubumfihlo, ukuphepha, nemibandela yomthetho ngaphambi kokuhlanganiswa. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.

3

Gcina uhlelo lokubuyela emuva kuwo wonke amamodeli noma abathengisi.

Gcina uhlelo lokubuyela emuva kuwo wonke amamodeli noma abathengisi. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.

4

Gada amanothi okukhululwa ukuze izinguquko zemephu yomgwaqo zingamangazi amaqembu.

Gada amanothi okukhululwa ukuze izinguquko zemephu yomgwaqo zingamangazi amaqembu. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.

Qhubeka Uhlole