Chii chaitika
Google DeepMind yakazivisa yekuvandudza tekinoroji kune yayo Yakavanzika AI papuratifomu, ichiunza inoshingirira yekurangarira iyo inobvumira AI vabatsiri kuchengetedza mamiriro pamidziyo yese vachichengetedza yakasimba kuvanzika zviyero. Iyo sisitimu inoshandisa Hardware-inotevedzwa yakachengeteka enclaves ari mugore kudzima uye kugadzirisa data kwenguva pfupi, ine cryptographic kiyi inobatwa chete pamidziyo yemushandisi. Ichi chigadziriso chinofambisa chikuva kubva kumhando isina nyika kuenda kune imwe inotsigira inoenderera, yenguva refu rubatsiro.
Google DeepMind, yakabatana nePlatform & Devices, Core, uye Cloud zvikwata, yakagadziridza zvivakwa zvayo zvePrivate AI . Shanduko yekutanga ndeyekuwedzerwa kweinoenderera ndangariro layer inoshanda seyakachengeteka dijitari vault mugore. Kusiyana nemaitiro ekare ekare akapukuta mamiriro mushure mebasa rega rega, iyi nyowani system inobvumira kuenderera kwenguva refu kwerubatsiro rweAI pamidziyo yakasiyana.
Iyo dhizaini inotsamira pamusanganiswa wehardware-yakasimbiswa yakachengeteka enclaves uye cryptographic protocol. Kana iyo AI modhi inoda kuwana data remushandisi, yakatendeseka, yekupedzisira-kusvika-kumagumo encrypted chiteshi inobatanidza mudziyo wemushandisi kune yakasarudzika makore nharaunda. Mukati meiyi yakachengeteka enclave, data inodhindwa kwechinguva mundangariro yakasarudzika kuti igadzirise chikumbiro, uye chero mamiriro matsva anochengetwa uye nekukasika-encrypted. Zvine hutsinye, makiyi e-cryptographic anodiwa kuvhura iyi data anobatwa chete pamidziyo yemushandisi, kuve nechokwadi chekuti kunyangwe Google haigone kuwana iyo plaintext data.
Kuti uvake ruvimbo mukugona kutsva uku, Google iri kuburitsa rekodhi rekodhi reveruzhinji resevha software yayo. Izvi zvinobvumira zvishandiso zvinomhanya Private AI kuona kuti software ndeyechokwadi uye haina kuchinjwa chero data remunhu risati raendeswa. Pamusoro pezvo, kambani iri kugovera yakagadziridzwa tekinoroji whitepaper uye mhedzisiro yekuzvimiririra yakaongororwa nekambani inotungamira cybersecurity, ichikoka ruzhinji rwekuvanzika munharaunda kuti vaone kuchengetedzwa kwehurongwa.
Kwakabva mashoko: deepmind.google ↗
Nei zvichikosha
Uku kusimudzira kunogadzirisa kudzikisira kwakakosha mune yazvino AI kuvanzika zvivakwa: kusakwanisa kuchengetedza kwenguva refu mamiriro pasina kukanganisa kuchengetedza data. Nekuchengeta makiyi ekuvharidzira pazvishandiso zvevashandisi uye kushandisa ega enclaves yegore, Google inoti inogonesa makore-scale AI kugona ne-on-device-level level. Izvi zvakakosha kune ramangwana revabatsiri veAI, sezvo zvichibvumira kuenderera kusingachinjiki panharembozha, webhu, uye zvinopfekwa nemidziyo pasina kufumura data rinonzwisisika remushandisi kune wegore rinopa kana mapato matatu. Kuburitswa kwetamper-proof rekodhi yeruzhinji yeserver software uye yakazvimirira yekuongorora mhinduro inowedzera kujeka uye kuvimba mune zvekuchengetedza system.
Ichi chigadziriso chinogadzirisa dambudziko rakareba mukuvanzika kweAI: maitiro ekupa simba rekombuta regore kumamodhi emuganho uku uchichengetedza vimbiso yekuvanzika inowanzoenderana ne-on-device process. Kugadziriswa kwenzvimbo kwave kuri chiyero chegoridhe chekuvanzika, asi chinoshaya zviwanikwa zvemakomputa zvemabasa epamusoro eAI. Aya mabhiriji ezvivakwa anopatsanura nekubvumira chiyero chegore-chiyero pasina kuburitsa data remushandisi kune cloud provider.
Izvo zvinoshanda zvinorehwa ndiko kugonesa kwevanonyatso vega, vanoenderera mberi AI vabatsiri. Vashandisi vanogona, semuenzaniso, kutangazve hurukuro yakaoma yakatanga parunhare mbozha palaptop, kana kuwana mirairo yegungano yaimboonekwa pamagirazi akangwara, neAI ichichengeta mamiriro anodiwa zvakachengeteka. Iyi nhanho yekuenderera yakakosha kuchizvarwa chinotevera chekudyidzana kweAI, iyo inotarisirwa kuve yakanyanya kunzwisisika uye yakanyatsobatanidzwa muhupenyu hwezuva nezuva.
Matanho ekubuda pachena, kusanganisira rekodhi software yeruzhinji uye yakazvimirira odhiyo, yakakosha pakumisikidza kuvimba. Nekubvumidza vashandisi uye nharaunda kuti vaone kutendeseka kweiyo sisitimu, Google inogadzirisa zvinonetsa zvakajairika nezve kuvanzika kwedata mumasevhisi eAI-based. Iyi nzira inogona kuseta chiyero chitsva chekuvanzika-kuchengetedza AI zvivakwa muindasitiri.
Interactive Mechanism: Iyo Inonyatsoshanda
Ongorora ari pasi tekinoroji kuseri kwekusimudzira uku uchipindirana.
Impossibility results in algorithmic fairness (e.g. Kleinberg et al., Chouldechova) show what?
Zvekutarisa zvinotevera
Tarisa kuburitswa kweiyo yakagadziridzwa yeTechnical Brief uye certification proofs kuti uone zvichemo zvekuvaka. Tarisa uone yakazvimiririra yechokwadi chetamper-proof software rekodhi uye mhedzisiro yekuongororwa kwecybersecurity. Tarisa uone kana tekinoroji iyi yakabatanidzwa mune chaiyo zvigadzirwa zvevatengi seGemini kana Android, uye mabatiro aanoita makesi emupendero mukuyananisa-chishandiso.
Kuburitswa uye zvirimo zveyakagadziridzwa Private AI Technical Brief uye chengetedzo humbowo huchave hwakakosha pakusimbisa zvichemo zvehunyanzvi. Nyanzvi dzakazvimirira dzinogona kutarisisa nzira dzecryptographic uye vimbiso yekuzviparadzanisa yeakachengeteka enclaves.
Iko kubatanidzwa kweiyi tekinoroji muzvigadzirwa zvinotarisana nevatengi zvinosarudza maitiro ayo chaiwo enyika. Tarisa zviziviso maererano nekushandiswa kwayo muGemini, Android, kana mamwe Google masevhisi, uye mabatiro aanoita mvumo yemushandisi uye manejimendi edata mukuita.
Mhinduro kubva kunharaunda yekuvanzika uye yekuchengetedza kune yakaburitswa yeongororo mhinduro uye software yekuongorora mapuroteni ichave yakakosha chiratidzo chekuvimbika kwehurongwa. Chero kusakwana kwakaonekwa kana zvipimo mukuvaka zvinoda kugadziriswa kuchengetedza kuvimba kwemushandisi.