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Google DeepMind

Google DeepMind iAlphabet's flagship AI research lab, yakaumbwa muna 2023 nekubatanidza DeepMind ne Google Brain.

2 min verengaLast update

Pfupiso

It is behind landmark breakthroughs like AlphaGo, AlphaFold, and the Gemini family of models.

Kudzika Kwakadzika

DeepMind yakavambwa muLondon muna 2010 uye yakawanikwa ne Google muna 2014. Yakava nemukurumbira muna 2016 apo AlphaGo yakakunda shasha yepasi rose Lee Sedol paGo, mutambo wainzi wakanyanya kuenderana nemakombuta. Yayo AlphaFold system yakabva yagadzirisa dambudziko guru remakore makumi mashanu nekufanotaura mapuroteni 3D zvimiro kubva kuamino-asidhi kutevedzana, kuburitsa dhatabhesi rezvimiro zvakafanotaurwa zvinopfuura mazana maviri emamiriyoni uye kuwana 2024 Nobel Prize muChemistry yevatungamiriri vayo. Muna 2023, DeepMind yakabatana ne Google Brain kuita Google DeepMind, kubatanidza tarenda reAlphabet's AI. Lab yakabatana yava kugadzira Gemini, Google's frontier multimodal model line, pamwe nekuenderera mberi nebasa resainzi sekufanotaura kwemamiriro ekunze (GraphCast), math (AlphaProof), uye chip design.

Technical Insight

DeepMind yakapayona kudzidza kwakadzama kwekusimbisa, uko vamiririri vanodzidza nekuedza uye kukanganisa kuti vawedzere mubairo. AlphaGo yakasanganiswa yakadzika neural network neMonte Carlo Tree Kutsvaga; mutsivi wayo AlphaZero akadzidza simba rinopfuura revanhu Go, chess, uye shogi kuburikidza nekuzvitamba-tamba, pasina data yemutambo wemunhu. AlphaFold pachinzvimbo chakashandisa attention-based architecture (Evoformer) yakadzidziswa pane inozivikanwa mapuroteni zvimiro kufanotaura kupeta, ichiratidza DeepMind musanganiswa wekudzidza-kwakavakirwa uye kutsvaga-kwakavakirwa nzira.

Strategic Impact

Vendor strategy

Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.

Mutengo uye bhajeti

Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.

Ngozi uye kuchengeteka

Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.

Ramangwana re Google DeepMind

Google DeepMind iri kumhanya ichienda kune anogona kugona, agency, multimodal masisitimu, ine Gemini akabatanidzwa pane Google zvigadzirwa seSearch, Workspace, uye Android. Tarisira zvakadzika 'AI yesainzi' inosundidzira (mushonga, zvishandiso, fusion, masvomhu) uye kukura kukoshesa kune vamiririri vanogona kuronga nekuita. Iyo lab inorongawo basa rayo renguva refu sekuvaka hungwaru hwekare zvakachengeteka uye zvine hungwaru, kuisa mari yakawanda mukurongeka, kuongorora, uye tsvakiridzo yekuchengetedza pamwe chete nekugona kuwana.

Real-World Implementation

AlphaFold's protein-structure dhatabhesi inomhanyisa kuwanikwa kwezvinodhaka uye kutsvagisa kwechirwere kumamiriyoni emasaenzi pasi rese.

Gemini modhi dzinofambisa zvinhu mu Google Tsvaga, Gmail, Docs, uye Gemini app nemubatsiri.

GraphCast inogadzira nekukurumidza, kwakaringana mazuva gumi emamiriro ekunze epasi rose anokwikwidza echinyakare fizikisi-yakavakirwa masisitimu.

AlphaProof uye AlphaGeometry kuwana menduru-chikamu kuita pane International Mathematics Olympiad matambudziko.

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

1

Ongorora vanopa uchishandisa ako ega mabasa uye dataset.

2

Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.

3

Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.

4

Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.

Ramba Uchiongorora

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What is Google DeepMind?

Google DeepMind iAlphabet's flagship AI research lab, yakaumbwa muna 2023 nekubatanidza DeepMind ne Google Brain. Iri kuseri kwebudiriro senge AlphaGo, AlphaFold, uye Gemini mhuri yemamodheru.

Ndeupi mutambo wakaitwa neDeepMind's AlphaGo zvine mukurumbira nekurova shasha yepasirese?

AlphaGo yakakunda Go shasha Lee Sedol muna 2016, chiitiko chakakosha nekuti Go yaionekwa seyakaomesesa kuverengera.

Nderipi dambudziko guru resainzi rakagadziriswa neAlphaFold?

AlphaFold inofanotaura kuti mapuroteni anopeta sei kuita 3D zvimiro kubva kune avo amino-asidhi kutevedzana, kugadzirisa dambudziko remakumi emakore rebiology.

Google DeepMind yakaumbwa sei muna 2023?

Muna 2023, Alphabet yakabatanidza DeepMind ne Google Chikwata cheBrain kuita chimwe chete chinonzi Google DeepMind.

Zita re Google DeepMind's frontier multimodal model mhuri inonzi chii?

Gemini ndeye Google Mhuri yeDeepMind yemhando dzakasiyana-siyana dzefaundesheni, dzakabatanidzwa pane Google zvigadzirwa.

Chii chakaita kuti AlphaZero ionekwe kana ichienzaniswa neAlphaGo?

AlphaZero yakawana mutambo wepamusoro-soro muGo, chess, uye shogi zvachose kuburikidza nekuzvitamba, pasina kudzidza kubva kumitambo yevanhu.