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Google DeepMind yongeramo ububiko bwihariye bwibanga kuri platform ya compte ya AI

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4 min readRead the primary source
Source-provided image accompanying Google DeepMind adds persistent private memory to AI compute platform
Inyandiko y'ibanzeInkomoko yanditse
Umwanditsi
deepmind.google
Ihuza ry'inkomoko
deepmind.googlehttps://deepmind.google/blog/advancing-private-ai-compute-with-secure-server-side-memory/
Ubwoko bw'inkomoko
Inyandiko y'ibanze - itangazo ryemewe, impapuro, dosiye, cyangwa urupapuro rwambere-dusoma mu buryo butaziguye.
ImirongoSobanukirwa ibi mumasegonda 60

Tangira hano

Amagambo y'ingenzi

Kwibuka (Memory Memory)
Imiterere yabitswe umukozi wa AI akoresha intambwe cyangwa amasomo kugirango atezimbere.
Kubara
Ibikoresho byo gutunganya bisabwa guhugura no gukora moderi, akenshi bipimwa mumasaha ya FLOPS cyangwa GPU.
IsuzumeIkibazo cyimyitwarire ya AI

Byagenze bite

Google DeepMind yatangaje ivugurura rya tekiniki ku rubuga rwayo bwite rwa AI , rishyiraho uburyo bwo kwibuka butajegajega butuma abafasha ba AI bagumana imiterere y'ibikoresho mu gihe bakurikiza amahame akomeye y’ibanga. Sisitemu ikoresha ibyuma byashyizwe mu bikorwa byizewe mu gicu kugira ngo ibone igihe gito kandi itunganyirize amakuru, hamwe nurufunguzo rwibanga rufata gusa ku bikoresho by’abakoresha. Iri vugurura ryimura urubuga ruva muburyo butagira ubwenegihugu rugana ubufasha buhoraho, burigihe.

Google DeepMind, ku bufatanye na Platforms & Devices, Core, na Cloud, bavuguruye ubwubatsi bwa AI . Ihinduka ryibanze niyongerwaho ryibikoresho bidasubirwaho bikora nkibikoresho byizewe bya digitale mubicu. Bitandukanye nubushira mubikorwa bidafite ubwenegihugu byahanaguye imiterere nyuma ya buri gikorwa, ubu buryo bushya butuma hakomeza kubaho igihe kirekire ubufasha bwa AI mubikoresho bitandukanye.

Ubwubatsi bushingiye kumahuriro yibikoresho byashyizwe mu bikorwa na enterineti. Iyo moderi ya AI ikeneye kubona amakuru yumukoresha, umuyoboro wemewe, umuyoboro wanyuma-wanyuma uhuza igikoresho cyumukoresha hamwe nigicu cyitaruye. Muri iyi enclave itekanye, amakuru afungurwa by'agateganyo mu bwigunge bwitaruye kugira ngo ategure icyifuzo, kandi imiterere iyo ari yo yose irabikwa kandi ihita yongera gushishoza. Byibanze, urufunguzo rwibanga rusabwa kugirango ufungure aya makuru rufashwe gusa kubikoresho byumukoresha, byemeza ko na Google idashobora kubona amakuru asobanutse.

Kugirango wubake ikizere muri ubu bushobozi bushya, Google irimo gusohora inyandiko-yerekana inyandiko rusange ya software ya seriveri. Ibi bituma ibikoresho bikoresha Private AI kugirango bigenzure ko software ari impamo kandi idahinduwe mbere yamakuru yihariye yoherejwe. Byongeye kandi, isosiyete isangira urupapuro rwa tekiniki rwavuguruwe hamwe n’ibisubizo by’ubugenzuzi bwigenga n’ikigo gikomeye gishinzwe umutekano wa interineti, gitumira umuryango mugari w’ibanga kugenzura niba sisitemu ikingira.

Ibisobanuro birambuye: deepmind.google ↗

Impamvu ari ngombwa

Iterambere ryakemuye imbogamizi zikomeye mubikorwa byubuzima bwite bwa AI: kutabasha gukomeza imiterere yigihe kirekire bitabangamiye umutekano wamakuru. Mugukomeza urufunguzo rwibanga kubikoresho byabakoresha no gukoresha ibicu byihariye, Google ivuga ko ishobora gukora ubushobozi bwa AI igicu hamwe nubuzima bwite bwibikoresho. Ibi ni ingirakamaro kubejo hazaza h'abafasha ba AI ku giti cyabo, kuko itanga ubudahwema ku buryo butagereranywa ku bikoresho bigendanwa, imbuga za interineti, ndetse n’ibikoresho byambarwa bitagaragaza amakuru y’abakoresha yoroheje ku batanga ibicu cyangwa abandi bantu. Itangazwa ryibisobanuro rusange byerekana porogaramu ya seriveri hamwe n’ibisubizo by’ubugenzuzi bwigenga birusheho kunoza gukorera mu mucyo no kwizerana ku bijyanye n’umutekano wa sisitemu.

Iri vugurura rikemura ikibazo kimaze igihe kinini mubuzima bwite bwa AI: uburyo bwo gutanga imbaraga zo kubara igicu kuburugero rwimipaka mugihe ukomeza garanti yubuzima busanzwe bujyanye no gutunganya ibikoresho. Gutunganyiriza hafi byabaye zahabu ya banga, ariko ibura ibikoresho byo kubara kubikorwa bya AI bigezweho. Ubu bwubatsi bukemura icyo cyuho mu kwemerera igicu-gipimo cyo kubara uterekanye amakuru yumukoresha kubitanga ibicu.

Inshingano ifatika nubushobozi bwumuntu ku giti cye, uhoraho wa AI. Abakoresha barashobora, kurugero, gusubukura ikiganiro kitoroshye cyatangiriye kuri terefone igendanwa kuri mudasobwa igendanwa, cyangwa kubona amabwiriza yo guterana mbere yarebaga ku kirahure cyubwenge, hamwe na AI igumana imiterere ikenewe neza. Uru rwego rwo gukomeza ni ngombwa kubisekuruza bizaza byimikoranire ya AI, byitezwe ko bizarushaho gushishoza no kwinjizwa mubuzima bwa buri munsi.

Ingamba zo gukorera mu mucyo, zirimo inyandiko rusange ya software hamwe n'ubugenzuzi bwigenga, ni ingenzi mu gushiraho ikizere. Mu kwemerera abakoresha n’abaturage kugenzura ubusugire bwa sisitemu, Google ikemura ibibazo rusange bijyanye n’ibanga ry’amakuru muri serivisi zishingiye ku bicu. Ubu buryo bushobora gushyiraho amahame mashya yo kubungabunga ubuzima bwite bwa AI mu nganda.

Interactive Mechanism

Uburyo bukoreshwa: Uburyo bukora

Shakisha ikoranabuhanga ryihishe inyuma yiri terambere.

Document Size:128K tokens
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Attention Context Buffer Map:
Target Fact (50%)
Equivalent Pages~320Standard book pages
Retrieval Accuracy99.9%Needle recall score
RAM / KV Cache5.1 GBMemory overhead
Prompt CachingActive~80% discount on reuse
Core takeaway: Million-token context windows allow querying whole codebases or legal archives in one prompt. However, KV cache memory scales with context length, making prompt caching crucial for real-time production.
Kugenzura Ibitekerezo Byagenzuwe+10 Points
AI Ethics Quiz

Impossibility results in algorithmic fairness (e.g. Kleinberg et al., Chouldechova) show what?

Ibyo kureba

Kurikirana irekurwa rya tekinoroji ya tekiniki ivuguruye hamwe nibimenyetso byumutekano kugirango ugenzure ibyubatswe. Kurikirana kugenzura byigenga bya software yerekana tamper hamwe nibisubizo byubugenzuzi bwumutekano wa cyber. Reba niba iri koranabuhanga ryinjijwe mubicuruzwa byabaguzi byihariye nka Gemini cyangwa Android, nuburyo bikemura ibibazo byimbere muguhuza ibikoresho.

Isohora hamwe nibiri muri Private AI Tekinike Yubuhanga hamwe nibimenyetso byumutekano bizaba ingenzi mukwemeza ibyifuzo bya tekiniki. Impuguke zigenga zishobora gusuzuma uburyo bwogukoresha amashusho hamwe nubwishingizi bwo kwigunga bwumutekano.

Kwinjiza iri koranabuhanga mubicuruzwa bireba abaguzi bizagaragaza ingaruka nyazo kwisi. Kurikirana amatangazo yerekeranye nikoreshwa ryayo muri Gemini, Android, cyangwa izindi serivisi za Google, nuburyo ikemura ibyifuzo byabakoresha no gucunga amakuru mubikorwa.

Igisubizo kiva mumuryango wibanga numutekano kubisubizo byubugenzuzi byatangajwe hamwe na protocole yo kugenzura software bizaba ikimenyetso cyingenzi cyerekana sisitemu. Intege nke zose zagaragaye cyangwa imbogamizi mubwubatsi bizakenera gukemurwa kugirango ukomeze ikizere.

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