Chii chaitika
Bepa idzva rearXiv rinopa IO Factory, hurongwa hwekutsvagisa hwekuyedzera mishandirapamwe inogonesa AI semararamiro anoteedzeka. Iyo sisitimu inobatanidza yakarongeka zviito zvemumiririri kufumura marekodhi uye yakagadziridzwa shanduko yevateereri, ichibvumira vaongorori kuenzanisa mushandirapamwe unoshanda unoitwa neyakafanana yekutanga mukati mepuratifomu inodzorwa.
Iyo dhizaini inopatsanura matatu akaturikidzana ayo anowanzo kupunzika munhaurirano dzekushandisa online: ndege inodzora inoronga kuyedza, ndege yekufananidza apo vamiririri vanoita papuratifomu, uye ndege yekuongorora inoyera kuratidzwa uye shanduko yenyika. Mharidzo haiverengwi sesimba nekuti yagadzirwa. Inofanira kuiswa, ionekwe pasi pemitemo yepuratifomu, isvike kune munhu akamisikidzwa, ipfuure iyo yakagadziriswa kuyerwa maitiro, uye yozoenzaniswa neyekutanga.
Kuitwa kwakashumwa kunoshandisa Gemma 4 31B paH200 node yevatevedzeri vevatambi uye inotsigira kusimbiswa kunoitwa nevanhu 100,000 vevanhu uye zviuru gumi zvevanoita basa. Umbowo hwebepa rinoenderana hunobva mumagadzirirwo madiki ane 10,000 vagari uye gumi nematatu akapetwa ekutanga-anoshanda replicates. Vanyori vanoedza mamiriro maviri ekuvaka anonangana nekuwedzera kuvimba muRussia uye tsigiro yekudya zvipembenene, pamwe neyakasiyana mamiriro akananga kuderera kuvimba mumasangano everuzhinji; aya ndiwo marongero ekuenzanisa, kwete maonero pamusoro pehuwandu chaihwo.
Mune maviri-ekuvaka dhizaini, bepa rinoshuma kutungamira kusimudzwa kwe0.132 yerutsigiro rwekudya zvipembenene uye 0.130 yekuvimba muRussia. Mune imwe-yekuvaka dhizaini, kuvimba mumasangano eruzhinji kunodzikira kune yekutanga ine chiratidzo-yakagadziridzwa kusimudza kwe0.336. Ese matatu ekutanga ekupedzisira akakosha mushure mekururamisa Holm pa p <0.001. Iyo tafura yakafanana inoshuma yakakwira modhi yepolarization mune inomhanya inomhanya, kusanganisira 4.714 maringe ne3.865 yeimwe-yekuvaka dhizaini, asi izvo zvakakosha zvinoramba zviri pachiyero chesimulator.
Vanyori vanoshumawo chikamu chinoshanda-chinosvika 0.494 mune ese ari maviri magadzirirwo, zvichireva kuti ingangoita hafu yevagari vemodheni vaive nerekodhi yekufumura inosanganisira pesvedzero-kushanda sosi. Chiitiko chezvekudzoreredza vanhu chaive chakaderera pasi pechiyero chakamisikidzwa, kunyanya mune imwe-yekuvaka dhizaini. Iro bepa rinoramba richidzikamisa dudziro: iyo inomhanya inoratidza kuti IO Factory inogona kuita uye kuyera yakaziviswa fungidziro yemushandirapamwe, kwete kuti mushandirapamwe weAI waizozadzisa izvo mhedzisiro papuratifomu chaiyo kana huwandu hwevanhu.
Kwakabva mashoko: IO Factory research paper on arXiv ↗
Nei zvichikosha
Mupiro unoshanda inzira yekuongorora yemhando yekutyisidzira isingagoni kunzwisiswa kubva kune ega zvigaro. Inopa vadziviriri nzira yekuyedza kuti kurongeka, kuoneka kwepuratifomu, kuratidzwa, uye kuyerwa kwevateereri zvinopindirana sei vasati vabata maitiro ekugadzira sehumbowo hwekupesvedzera chaiko.
Mamodheru ekugadzira anogona kuita kuti mameseji adhure, achitsetsenura, uye agadziriswe, asi vhoriyamu yemeseji yega haigadziri kunyengetedza. Kunobva kuvimba, kudzokorora, mamiriro emagariro, zvitendero zvepakutanga, uye nzira iyo munhu anosangana nayo nechikumbiro chese nyaya. IO Factory inoita kuti fungidziro idzi dzive pachena sezvikamu zvehupenyu, saka muongorori anogona kuona kuti ndeipi nhanho yakashanduka pakati pekumhanya uye yekutanga pachinzvimbo chekupa mutsauko wese kumuenzaniso wemutauro.
Chimiro ichocho chinogona kuvandudza maekisesaizi ekudzivirira. Chikuva, chekutarisa sarudzo, boka rinofarira veruzhinji, kana timu yekuchengetedza inogona kusiyanisa huwandu hwevamiriri vakarongedzerwa, nguva yezviito zvavo, mitemo yekuona, kana nzvimbo yekupindira, vobva vaongorora marekodhi akabuda. Kukosha hakusi kufanotaura kubva kuhuwandu hwengano. Inzvimbo inogoneka kubvunza kuti ndezvipi zviratidzo zvinoonekwa, zviyero zvipi zvisipo, uye kuti nzira yekuona kana kupokana ingakanganisa sei nzira yemushandirapamwe.
Kupatsanurwa kwebepa kwechiito kubva kune humbowo kunonyanya kubatsira pakuongorora chiitiko. Chikwata chemeseji dzakafanana chinogona kunge chiri chiratidzo, asi humbowo hwakasimba hungabatanidza maakaundi, zviito, nzira dzekufumura, uye kugadzirisa nekufamba kwenguva. Inodzorwa simulator inogona kubatsira vaongorori kugadzira iwo marekodhi uye kuenzanisa nzira dzekuona. Inogonawo kuburitsa pachena kana muongorori achiyera chiitiko kana kuti muenzaniso-mutongi chivimbo pane shanduko yekutenda kwevateereri.
Pane chengetedzo yezvido zvevanhu mukuchengetedza muganhu uchionekwa. Iyo yakashumwa Russia, tupembenene-rutsigiro, uye masangano-ruvimbo zviitiko zvinogadziriswa zvinovaka zvakasarudzirwa kuyedza. Hazvisi zviwanikwa zveongororo, zvakawanikwa nehungwaru, kana humbowo hwekuti vanhu vakanyengetedzwa. Kubata kuburitswa kwesimulator sechiitiko chepasirese chaizogadzira imwe mhando yenjodzi yeruzivo: kuratidzira kwekugadzira kunogona kukanganisa humbowo nezvenyika, nharaunda, kana sarudzo.
Interactive Mechanism: Iyo Inonyatsoshanda
Ongorora ari pasi tekinoroji kuseri kwekusimudzira uku uchipindirana.
crm_get_transaction(id='4092').What is 'specification gaming' in AI systems?
Zvekutarisa zvinotevera
Humbowo hunotevera hunofanirwa kubatanidza simulator kune zvakaunganidzwa zvakacherechedzwa, kuyedza kana zviyero zvayo zvichipona modhi uye shanduko yepuratifomu, uye kuratidza kuti vadziviriri vangashandisa sei nzira yekuongorora pasina kushandura zvinobuda kuita kupomera.
Vatsvagiri vakazvimiririra vanofanirwa kuburitsa madhizaini akaenderana nemhando dzemitauro dzakasiyana, mitemo yevatambi, majenareta ehuwandu, uye zvimiro zvetiweki. Iro bepa razvino rinoshandisa imwe modhi yekumisikidza kune yayo yakashumwa kumhanya uye inozivisa yakawanda simulator mitemo. Kuongorora kwekunzwa kunofanirwa kuratidza kuti ndedzipi mhedziso dzinoramba dziripo kana meseji meseji, kutendeseka, kuratidzwa zvikumbaridzo, uye shanduko yehunhu, pane kufunga kuti imwe parameterization inomiririra hupenyu hwepamhepo.
inopesana nekutarisa chaiko ndiyo nhanho yakaoma. Ethical field data inogona kusanganisira yeruzhinji, yakatenderwa, kana nhanho dzekuchengetedza kuvanzika kwekusvika nekudyidzana, asi iyo data haizongo ratidza shanduko yekutenda. Basa remangwana rinofanirwa kuenzanisa zviitiko zvepuratifomu nematanho akasimbiswa esainzi, kuburitsa kusavimbika, uye kusiyanisa izvo simulator inogona kubereka kubva pane zvazvinongoita kuti zvionekwe. Vatongi vemienzaniso vanofanirwa kuramba vari midziyo yekuyera yekuongorora, kwete kutsiva chokwadi chepasi.
Vadziviriri vanofanirawo kuedza mishandirapamwe inogadzirisa uye kupindira kwekudzivirira. Iro bepa rinotsanangura kuronga, kufumurwa, kuyerwa, uye kuchinjika, asi mhandu chaiyo inogona kuchinja nguva, chitubu chekuzivikanwa, mutauro, kana maitiro ekudyidzana mushure mekudzidza zvinotariswa. Ongororo dzinobatsira dzinogona kuenzanisa kupokana, kutema matanda, kutariswa-maitiro ekuona, uye kuongorora kwevanhu uku uchiyera manyepo ekunyepa uye rubatso mhedzisiro kune vese vashandisi.
Chekupedzisira, kushandisa zvine hungwaru kunoda zvidzoreso zvakatenderedza chimiro pachacho. Nzvimbo yetimu tsvuku inofanirwa kuchengetedza mamiriro akasungwa, kudzivirira kunanga vanhu chaivo, kuchengetedza chero data rakabatana, uye kunyora kuti masynthetic agents uye zvinogadzirwa zvakaparadzaniswa sei kubva kumapuratifomu eruzhinji. Kusvikira kunze kwekusimbiswa kwasvika, IO Factory inonzwisiswa zvakanyanya sekutsvaga kwakajeka uye kutyisidzira-kuenzanisira chiridzwa: chakakosha pakuedza fungidziro, isina kukwana kuti utaure kunyengetedza kwepasirese kana chiitiko chaicho.