Abashakashatsi bubaka AI Influence-Campaign Simulator kubakozi 100.000

Byagenze bite

Urupapuro rushya rwa arXiv rugaragaza Uruganda rwa IO, urwego rwubushakashatsi bwo kwigana ubukangurambaga bushobora gukoreshwa na AI nkubuzima bukurikirana. Sisitemu ihuza ibikorwa byahujwe nibikorwa byerekanwa no kwerekana impinduka zabateze amatwi, bituma abashakashatsi bagereranya ubukangurambaga bukora hamwe nifatizo rihuye imbere murwego rwagenzuwe.

Urwego rutandukanya ibice bitatu bikunze gusenyuka muganira kuri manipulation kumurongo: indege igenzura itegura igeragezwa, indege yigana aho abakozi bakorera kumurongo, nindege yo gusuzuma ipima impinduka nimpinduka za leta. Ubutumwa ntibubarwa nkingirakamaro gusa kuko bwakozwe. Igomba gushyirwa, kugaragara munsi yamategeko agenga urubuga, kugera kumusivili wintangarugero, gutambutsa uburyo bwo gupima, hanyuma ukagereranywa nifatizo.

Ishyirwa mu bikorwa ryashyizwe ahagaragara rikoresha Gemma 4 31B kuri node ya H200 kubakinnyi bigana kandi rishyigikira kwemeza hamwe nabasivili 100.000 hamwe n’abakora ibikorwa 10,000. Ibimenyetso bihuye nimpapuro biva mubishushanyo bito bifite abasivili 10,000 hamwe na 13 bifatanyirijwe hamwe. Abanditsi bagerageza ibintu bibiri byubaka bigamije kongera icyizere mu Burusiya no gushyigikira kurya udukoko, hiyongereyeho ibintu bitandukanye bigamije kwizerana mu bigo bya Leta; ibi nibigero byo kwigana, ntabwo ari indorerezi kubantu nyabo.

Mu bishushanyo mbonera byombi, impapuro zivuga ko kuzamura 0.132 mu rwego rwo gushyigikira kurya udukoko na 0.130 kugira ngo twizere Uburusiya. Mu gishushanyo mbonera kimwe, icyizere mubigo bya leta kigabanuka ugereranije na baseline hamwe na raporo yahinduwe yazamuye 0.336. Iherezo ryibanze uko ari bitatu rifite akamaro nyuma yo gukosora Holm kuri p <0.001. Imbonerahamwe imwe ivuga ko polarisiyoneri ihanitse mu mikorere ikora, harimo 4.714 na 3.865 ku gishushanyo mbonera cyubaka, ariko izo ndangagaciro ziguma ku gipimo cya simulator.

Abanditsi bavuze kandi ko igice kigera kuri 0.494 mu bishushanyo mbonera byombi, bivuze ko hafi kimwe cya kabiri cy’abasivili bintangarugero bari bafite inyandiko zerekana aho zituruka. Igikorwa cyabasivili cyibikorwa byari bike murwego rwagenwe, cyane cyane mubishushanyo mbonera. Uru rupapuro rugabanya inshuro nyinshi ibisobanuro: kwiruka byerekana ko Uruganda rwa IO rushobora gukora no gupima ibyatangajwe mu kwiyamamaza, ntabwo bivuze ko ubukangurambaga bwa AI bwagera kuri izo ngaruka ku rubuga nyarwo cyangwa ku baturage.

Ibisobanuro birambuye: IO Factory research paper on arXiv ↗

Impamvu ari ngombwa

Umusanzu ufatika ninzira yubugenzuzi bwikitegererezo kidashobora kumvikana kumyanya yihariye. Iha abunganira uburyo bwo gusuzuma uburyo guhuza, kugaragara kwa platform, kugaragara, no gupima abumva bikora mbere yo gufata imiterere yubukorikori nkibimenyetso byerekana imbaraga nyazo.

Moderi yibyara irashobora gukora ubutumwa buhendutse, buvuga neza, kandi burahujwe, ariko ingano yubutumwa bwonyine ntabwo bushiraho kwemeza. Inkomoko yo kwizerana, gusubiramo, imiterere yabantu, imyizerere yabanjirije, n'inzira umuntu ahura nikibazo cyose. Uruganda rwa IO rutuma ibyo bitekerezo bisobanurwa nkibice byubuzima, bityo umushakashatsi ashobora kubona icyiciro cyahindutse hagati yimikorere ikora na baseline aho gutandukanya itandukaniro ryururimi.

Iyo miterere irashobora kunoza imyitozo yo kwirwanaho. Ihuriro, umugenzuzi w’amatora, itsinda ry’inyungu rusange, cyangwa itsinda ry’umutekano rishobora gutandukanya umubare w’abakozi bahujwe, igihe cy’ibikorwa byabo, amategeko agaragara, cyangwa aho batabara, hanyuma ugenzura inyandiko zavuyemo. Agaciro ntabwo ari ibiteganijwe kuva mubihimbano. Nahantu hasubirwamo kugirango ubaze ibimenyetso bigaragara, ibipimo byabuze, nuburyo uburyo bwateganijwe bwo gutahura cyangwa guterana bushobora kugira ingaruka kumyiyamamazo.

Urupapuro rutandukanya ibikorwa nibimenyetso ni ingirakamaro cyane mu gusesengura ibyabaye. Ihuriro ryubutumwa busa bushobora kuba ikimenyetso, ariko ibimenyetso bikomeye byahuza konti, ibikorwa, inzira zerekana, hamwe no guhuza nigihe. Igenzura ryigenzura rishobora gufasha abashakashatsi gukora izo nyandiko no kugereranya uburyo bwo gutahura. Irashobora kandi kwerekana mugihe isuzuma ripima ibikorwa cyangwa icyitegererezo-umucamanza icyizere aho guhinduka mubyizerwa byabumva.

Hariho inyungu-rusange zo kurinda imipaka igaragara. Raporo y’Uburusiya, gushyigikira udukoko, hamwe n’ibigo-byiringirwa ni inyubako zishobora guhitamo ubushakashatsi. Ntabwo ari ibisubizo byubushakashatsi, ibyavuye mu bwenge, cyangwa ibimenyetso byerekana ko abantu bemejwe. Gufata ibyasohotse byigana nkibintu byabayeho kwisi byatera ubundi bwoko bwamakuru yamakuru: imyigaragambyo yubukorikori irashobora kwibeshya kubimenyetso byerekeranye nigihugu, umuryango, cyangwa amatora.

Ibyo kureba

Ibimenyetso bizakurikiraho bigomba guhuza uwigana nubushakashatsi bwakusanyirijwe hamwe, gusuzuma niba ibipimo byayo birokoka icyitegererezo hamwe nimpinduka za platform, kandi bikerekana uburyo abunganira bashobora gukoresha inzira yubugenzuzi badahinduye ibisubizo byubushakashatsi mubirego.

Abashakashatsi bigenga bagomba kubyara ibishushanyo mbonera hamwe nururimi rutandukanye, politiki yabakinnyi, ababyara abaturage, ninzego zurusobe. Urupapuro ruriho rukoresha imiterere imwe yicyitegererezo kubikorwa byatangajwe kandi rutangaza amategeko menshi yigana. Isesengura ryibyiyumvo rigomba kwerekana imyanzuro ikomeza mugihe ubuziranenge bwubutumwa, inkomoko yizewe, imipaka yerekana, hamwe nimpinduka zimyitwarire, aho gutekereza ko ibipimo bimwe byerekana ubuzima kumurongo.

Calibration kurwanya kwitegereza nyabyo nintambwe igoye. Imyitwarire yimyitwarire irashobora kuba ikubiyemo ingamba rusange, zemewe, cyangwa kubungabunga ubuzima bwite bwo kugera no gukorana, ariko ayo makuru ntabwo azahita agaragaza impinduka zizera. Akazi kazoza kagomba kugereranya ibyabaye hamwe ningamba zemewe-mbonezamubano, kwerekana ibidashidikanywaho, no gutandukanya icyo uwigana ashobora kubyara nicyo akora gusa. Abacamanza bashingiye ku cyitegererezo bagomba gukomeza kuba ibikoresho byo gupima ubugenzuzi, ntibisimbuze ukuri gushingiye.

Abashinjura bagomba kandi kugerageza ubukangurambaga bwo kurwanya imihindagurikire y'ikirere no gutabara. Uru rupapuro rusobanura igenamigambi, kwerekana, gupima, no guhuza n'imihindagurikire y'ikirere, nyamara umwanzi nyawe ashobora guhindura igihe, indangamuntu, imvugo, cyangwa imikoranire nyuma yo kwiga ikurikiranwa. Isuzuma ryingirakamaro ryagereranya guterana amagambo, gutondeka ibiti, guhuza imyitwarire, hamwe no gusuzuma abantu mugihe bapima ibyiza nibibi n'ingwate kubakoresha bisanzwe.

Hanyuma, gukoresha inshingano bisaba kugenzura hafi yimikorere ubwayo. Ibidukikije bitukura-bigomba gukomeza ibintu, bikarinda kwibasira abantu nyabo, kurinda amakuru ayo ari yo yose, no kwandika uburyo ibintu byogukora hamwe nibibyara umusaruro bitandukanijwe kumurongo rusange. Kugeza igihe kwemeza hanze bigeze, Uruganda rwa IO rwumvikana neza nkubushakashatsi buboneye nigikoresho cyo kwerekana iterabwoba: gifite agaciro mugupima ibitekerezo, ntibihagije kugirango umuntu yemere isi cyangwa ibyabaye.

Ibijyanye nuyobora & ibibazo