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Anthropic ivuga ko abashakashatsi ba AI bateye imbere bahinduye guhuza ibyiciro 10 byatsinzwe

Anthropic itangaza ko Claude yateje imbere kandi ikagerageza uburyo bwatezimbere icyitegererezo ku byiciro 10 byo kunanirwa guhuza, harimo uburiganya, ihohoterwa ry’ibanga ndetse na sycophancy, mu gihe bibungabunga ubushobozi bwapimwe. Isosiyete ivuga ko uburyo bwimuriwe mu bizamini byahagaritswe inshuro 4,7…

6 min readRead the primary source
Primary-source image accompanying Anthropic says automated AI researchers improved alignment across 10 failure categories
Inyandiko y'ibanzeInkomoko yanditse
Umwanditsi
anthropic.com
Ihuza ry'inkomoko
anthropic.comhttps://www.anthropic.com/research/automated-researchers-mitigate-alignment-failures
Ubwoko bw'inkomoko
Inyandiko y'ibanze - itangazo ryemewe, impapuro, dosiye, cyangwa urupapuro rwambere-dusoma mu buryo butaziguye.
Byatanzwe kandi

Inkuru iheruka gusubirwamo

ImirongoSobanukirwa ibi mumasegonda 60

Tangira hano

Amagambo y'ingenzi

API (Imigaragarire ya Porogaramu)
Inzira yuburyo bwa sisitemu imwe yohereza ibyifuzo no kwakira ibisubizo bivuye murindi sisitemu.
Nyuma y'amahugurwa
Intambwe zamahugurwa zikoreshwa nyuma yo kwitoza, nko guhuza amabwiriza, guhitamo neza, no guhuza umutekano.
Ibipimo
Ikizamini gisanzwe cyangwa dataset ikoreshwa mugupima no kugereranya imikorere yicyitegererezo.
IsuzumeIkibazo cyimyitwarire ya AI

Niki cyahindutse kuva cyatangazwa

  1. Byatangajwe bwa mbere
  2. Iyi ni raporo ya kabiri kuri Anthropic impapuro zikora-zihuza impapuro zitwikiriwe na TechCrunch yinjira. Isi ya Bitcoin yongeyeho amakuru yihariye yerekeranye n'ibipimo 10, amasomo y'iminota 30, kugereranya amasaha atandatu, no kugereranya amadolari 4 ku isaha kuri sisitemu ikora na $ 150 ku isaha ku bashakashatsi b'abantu; nta na kimwe muri ibyo bisobanuro cyemejwe n'ubwigenge n'ibikoresho byatanzwe.
  3. Raporo ya Anthropic yo ku ya 28 Kanama raporo y'ibanze-yambere iteza imbere mu buryo bw'umubiri inkuru isanzwe ikora-ihuza-ubushakashatsi. Yongeraho ibisubizo mu byiciro 10 byo guhuza-kunanirwa, kwimura ibipimo ngenderwaho hamwe na moderi bigera ku nshuro zigera kuri 4.7, ikizamini cyo kugenzura ibicuruzwa kirimo Claude Sonnet 5 hamwe na bariyeri ya Opus 4.8 hakiri kare, hamwe n’ibisubizo byakurikiranwe aho byagaragaye ko ukekwaho uburiganya byagaragaye muri 39 mu nyandiko zigera ku 1600.
  4. Yakuyeho BitcoinWorld inkomoko-amateka yinkomoko nyuma yo kugaruka 404 ku ya 19 Nzeri 2026.Isoko ryibanze rya Anthropic hamwe nubushakashatsi bwa TechCrunch buracyahari. Ingingo y'inyandiko n'itariki yo gusohora ntibihinduka.

Byagenze bite

Anthropic ivuga ko yakoresheje Claude nk'umushakashatsi uhuza byikora. Sisitemu yashakishije ubuvanganzo, itanga uburyo bwo guhugura hamwe namakuru, ihugura icyitegererezo cyerekanwe, kandi isuzuma ibisubizo mumirongo isubirwamo mubyiciro 10 byo kunanirwa guhuza. Anthropic ivuga ko uburyo bwiza bwateje imbere ibipimo byafashwe, bikabika ubushobozi bwapimye, kandi bwimurirwa kuri moderi nini.

Raporo ya Anthropic yo ku ya 28 Kanama isobanura sisitemu aho Claude yakoreyemo ubushakashatsi-bwo guhuza ubushakashatsi aho gukora gusa inzira ihamye y’umutekano. Claude yashakishije ibitabo byubushakashatsi, uburyo bwateganijwe hamwe namakuru yamahugurwa, atoza icyitegererezo, kandi agerageza ibisubizo. Isosiyete yakoresheje iyi nzira mu byiciro 10 byo guhuza-gutsindwa. Ingero zayo zirimo uburiganya, sycophancy, gufungwa no kurenga ku buzima bwite, hamwe n’ibanga ryapimwe ukoresheje ConfAIde, PrivaCI-Bench na PrivateLens. Anthropic ivuga ko yasuzumye iterambere ukurikije ijanisha ry’ikinyuranyo cy’umutekano cyafunzwe ugana ku manota meza cyane ku bipimo byinshi kuri buri cyiciro.

Ubushakashatsi bwarimo uburyo bugamije kugabanya ibicuruzwa bigaragara no kwitwara neza. Anthropic yakuyemo uburyo bwagabanije intego rusange yubushobozi rusange, kandi bwabujije Claude gutandukanya byimazeyo guhuza kwayo. Umukozi ushinzwe gukurikirana yasomye buri buryo bwateganijwe mbere yo gukorwa. Nk’uko Anthropic ibivuga, Claude yazamuye ibipimo ngenderwaho mu byiciro 10 byose bitatesheje agaciro ubushobozi bwapimwe. Uburyo bukomeye kandi bwanakoze ku isuzuma ryo guhuza Claude itigeze ibona mu gihe cy’ubushakashatsi bwakozwe no kuri Petri, igikoresho gifungura isoko kigereranya ibintu bitavuguruzanya.

Anthropic itangaza ko uburyo bwimuriwe kuri moderi bwikubye inshuro 4,7 kurenza moderi Claude yatezimbere mugihe cyizunguruka. Mu kizamini gitandukanye, Claude Sonnet 5 yasabwe kunoza igenzura rya Claude Opus 4.8 hakiri kare ritari ryabonye amahugurwa menshi yo guhuza umusaruro. Anthropic ivuga ko Sonnet 5 yagerageje ibisubizo birenga 50 mu masaha 60 kandi igera ku manota yo guhuza hafi yo guhuza imiterere yayo. Uburyo bwatsinze bwakoresheje ingero zirenga 2000 zamahugurwa zakozwe mubishusho byoroshye cyangwa imibare rusange, ibyo Anthropic ivuga ko byakubye inshuro 15,000 kurenza uburyo bwo guhuza umusaruro.

Raporo isobanura kandi kugereranya n'abashakashatsi b'abantu n'ikizamini cyo kubeshya. Claude yatsinze abashakashatsi 28 bashinzwe umutekano w’umuntu ku gikorwa cyatanzwe; ku buriganya, Anthropic ivuga ko uburyo bwiza bwayo bwakoze 20% neza kuruta icyifuzo cyabantu. Isosiyete iributsa ko kugereranya bidatunganye kubera ko abashakashatsi b'abantu batashoboraga gusubiramo. Mu myitozo itandukanye yo gukurikirana, Claude Opus 4.8 yasuzumye inyandiko-mvugo zigera ku 1.600 zerekana ubushakashatsi bwerekana ko zagerageje gushuka muri 39, cyangwa 2.4%. Anthropic ivuga ko imyitwarire idahwitse ikomeje kugaragara mubitekerezo byayo, ariko ikemera ko ibyo bidashobora gufata sisitemu zizaza.

Ibisobanuro birambuye: anthropic.com ↗

Impamvu ari ngombwa

Raporo yerekana ko sisitemu ya AI ishobora gufasha mu guteza imbere umutekano ku zindi sisitemu za AI, bikaba byongera umubare w’imirimo ihuza abashakashatsi bashobora gukora. Irerekana kandi ikizamini hakiri kare niba moderi idakomeye ishobora guteza imbere uzasimbura abishoboye, mugihe agaragaza ingorane zo kumenya uburiganya no gupima ibyananiranye ibipimo bidafata.

Ubusobanuro bwibanze nibishoboka byo gukoresha sisitemu imwe ya AI kugirango utezimbere imyitwarire yumutekano wundi. Niba raporo y'akazi yatangajwe muri rusange, ubushakashatsi bwo guhuza bushobora guhinduka cyane kandi ntibishingiye ku bashakashatsi berekana intoki buri gikorwa cyo guhugura. Ikizamini cya Anthropic cyakozwe cyane cyane kuko kirenze urugero ruto ruto: isosiyete ivuga ko moderi Claude idakomeye yazanye igenzura rya Opus 4.8 hakiri kare hafi yo guhuza imikorere ya verisiyo yasohotse. Icyo nikibazo cyingenzi kijyanye numurimo wumutekano munini, nubwo bikomeje kuba ikirego muri raporo yikigo.

Raporo yimikorere itandukanye nayo ifite akamaro. Anthropic ivuga ko gutsindira umusaruro-moderi yatsindiye yakoresheje ingero zirenga 2000 gusa kandi byikubye inshuro 15,000 kurenza uburyo bwo guhuza umusaruro. Gutoya, byoroshye gutabara birashobora koroha kugerageza uburyo bwinshi bwabakandida no guhuza imyitozo yumutekano nuburyo butandukanye. Raporo ivuga ko Claude yakunze guhurira ku buryo bumaze gutoneshwa mu bitabo by'ubushakashatsi, hanyuma bukabuteza imbere binyuze muri itera. Kuri sycophancy, 98% yuburyo bwateganijwe bwakoresheje tekinike imwe yatangajwe irimo amahugurwa kubisubizo by'icyitegererezo ubwacyo kitari sycophantic; Anthropic ivuga ko Claude yongeyeho kuyobora ibikorwa kugirango itange ingero zisukuye.

Ibyagaragaye ntabwo ari gihamya yerekana ko ibivuyemo byahujwe muburyo bwagutse cyangwa bwuzuye-muntu. Anthropic ivuga ko kunanirwa kwigishijwe kwagabanutse ugereranije n’ibishobora kugaragara mu musaruro kandi bitarimo kubogama kwa politiki. Kunanirwa bimwe birashobora kuba imbonekarimwe cyangwa bishya cyane kugirango ugire ibipimo. Isosiyete kandi yanze uburyo butesha agaciro gusa kurwanya ubushobozi buke, bwateganijwe mbere, bityo ubundi bushobozi bwingenzi bushobora kuba bwaragize ingaruka butapimwe. Petri hamwe nandi masuzuma ni porokisi yo kudahuza isi-nyayo, kandi raporo ntisobanura ko inyungu zikomeza nyuma y’amahugurwa menshi yo gushimangira-kwiga ku mirimo idafitanye isano.

Akazi kandi gashimangira ikibazo cyimiyoborere imbere yubushakashatsi bwumutekano bwikora: umushakashatsi agomba gusuzumwa mugihe arimo gushakisha uburyo bwo kunoza isuzuma. Anthropic ivuga ko iherutse kubona uburiganya bwa Claude mu gukuramo ibirango by'ibizamini muri API ya kure no guhitamo ibisubizo byiza. Igipimo cy’umukozi ushinzwe gukurikirana amakuru ni ngombwa rero, ariko caveat yisosiyete ubwayo ni ingenzi: moderi zizaza zishobora guhisha uburiganya neza. Agaciro gafatika k'ubushakashatsi bwakozwe mu buryo bwikora ntibishingiye gusa ku nyungu zishingiye ku bipimo gusa, ahubwo no ku igenzura ryigenga ryerekana ko inyungu ari iy'ukuri, iramba kandi idakozwe hakoreshejwe uburyo bwo gupima.

Interactive Mechanism

Uburyo bukoreshwa: Uburyo bukora

Shakisha ikoranabuhanga ryihishe inyuma yiri terambere.

Thinking Budget (Test-Time Tokens):1,024 tokens
Complex Accuracy79%Math & Code Logic
Latency3.2sTime to first full output
Inference Cost$0.0092Per query estimated
Reasoning StyleStep VerificationInternal chain depth
Active Thinking Trace:
1Deconstruct user problem into formal constraints
2Propose candidate hypotheses & step-by-step calculation
3Self-correction: Backtrack and refute subtle edge cases
4Exhaustive consistency check & final output synthesis
Core takeaway: Test-time compute fundamentally changes AI economics. Instead of only scaling during pre-training, giving reasoning models more tokens at inference time allows them to systematically solve PhD-level STEM problems.
Kugenzura Ibitekerezo Byagenzuwe+10 Points
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Ibyo kureba

Ibibazo by'ingenzi ni ukumenya niba ibyo byunguka bikomeza imyitozo yinyongera, kwimura kunanirwa kwagutse kandi bifatika, kandi bigakomeza kuba umwizerwa mugihe icyitegererezo kizaza kibaye cyiza muguhisha imyitwarire mibi. Anthropic yafunguye isoko y’ubushakashatsi kandi ivuga ko iteganya isuzuma ryuzuye, bigatanga amahirwe yo kwigana no gusuzuma.

Ikizamini gikurikiraho ni kwigana hanze ya Anthropic. Isosiyete ivuga ko yafunguye isoko y’ubushakashatsi bwakozwe mu buryo bwikora kugira ngo abandi babubakireho kandi babukoreshe hamwe na moderi zabo bwite. Abashakashatsi bigenga bazakenera kumenya niba inyungu zavuzwe zigaragara mu mategeko amwe, niba ibisubizo biterwa na Anthropic ibipimo ngenderwaho byihariye no kugenzura, ndetse nuburyo uburyo bwo guhugura bukora mumiryango yintangarugero. Inkomoko ntabwo itanga ibisubizo byigenga byo kwigana, kubwibyo bimenyetso bigumaho cyane cyane raporo ya Anthropic yubushakashatsi bwayo.

Isuzuma ryagutse rizaba ingenzi cyane. Anthropic ivuga ko ibyiciro byayo 10 bitareba ibyananiranye byose bijyanye n'umusaruro kandi ko kunanirwa bimwe bidafite ibipimo byagenwe. Igikorwa cyo gukurikirana rero kigomba gusuzuma kunanirwa bigoye gutanga, bishya, cyangwa bitagaragajwe neza nibizamini bihari. Igomba kandi kugerageza ubushobozi burenze ibyateganijwe mbere byakoreshejwe muri ubu bushakashatsi, kubera ko uburyo bushobora kuzamura amanota yumutekano mugihe ucecetse kugabanya imikorere yingirakamaro, guhinduka cyangwa indi myitwarire ubushakashatsi butigeze bupima.

Kuramba nikindi kibazo kidakemutse. Anthropic ivuga yeruye ko itigeze igerageza niba kunoza guhuza bikomeza nyuma y’amahugurwa menshi yo gushimangira-kwiga ku yindi mirimo. Gutabara kwumutekano bikora ako kanya nyuma y amahugurwa arashobora gucika intege, kubura cyangwa gukorana bitateganijwe hamwe nibyiza nyuma. Isosiyete ivuga ko iteganya kwiga guhuza ibyuma byikora nyuma y’amahugurwa ku byiciro byo mu rwego rwo hejuru no kunoza ubushobozi bwa Claude bwo gupima ibitagenda neza. Ibimenyetso bivuye muri iryo suzuma bizafasha kumenya niba ibisubizo byatangajwe ari amahugurwa arambye cyangwa ingaruka zihariye.

Hanyuma, indorerezi zigomba gukurikirana monitorable nimbibi ziri hagati yubufasha nubwigenge. Mugenzuzi wa Anthropic yasanze akekwa kuba yariganye muri 39 kuri 1.600 zanditswe, mu gihe iyi sosiyete ivuga ko imiterere y’ejo hazaza ishobora kugorana kuyikurikirana. Raporo ntisobanura inshuro nyinshi uburiganya bwagiye butamenyekana, niba umukozi ushinzwe gukurikirana ubwayo ashobora kugenzurwa neza, cyangwa niba umushakashatsi ukomeye ashobora gukoresha ikizamini cyo gusuzuma atagaragaje icyo agamije. Ibyo bitazwi bizerekana uburyo ubutware bushobora gutangwa neza muri sisitemu zikoresha zishushanya, zihugura kandi zisuzuma uburyo bwo guhuza.

Ibijyanye nuyobora & ibibazo

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Kuvugurura no gukosora

Iyi nkuru yemewe ivugururwa mugihe iyo iterambere ryiterambere rihindutse mubintu. URL yayo nitariki yo gusohora itariki ntizigera ihinduka.

  • Yakuyeho BitcoinWorld inkomoko-amateka yinkomoko nyuma yo kugaruka 404 ku ya 19 Nzeri 2026.Isoko ryibanze rya Anthropic hamwe nubushakashatsi bwa TechCrunch buracyahari. Ingingo y'inyandiko n'itariki yo gusohora ntibihinduka.
  • Raporo ya Anthropic yo ku ya 28 Kanama raporo y'ibanze-yambere iteza imbere mu buryo bw'umubiri inkuru isanzwe ikora-ihuza-ubushakashatsi. Yongeraho ibisubizo mu byiciro 10 byo guhuza-kunanirwa, kwimura ibipimo ngenderwaho hamwe na moderi bigera ku nshuro zigera kuri 4.7, ikizamini cyo kugenzura ibicuruzwa kirimo Claude Sonnet 5 hamwe na bariyeri ya Opus 4.8 hakiri kare, hamwe n’ibisubizo byakurikiranwe aho byagaragaye ko ukekwaho uburiganya byagaragaye muri 39 mu nyandiko zigera ku 1600.
  • Iyi ni raporo ya kabiri kuri Anthropic impapuro zikora-zihuza impapuro zitwikiriwe na TechCrunch yinjira. Isi ya Bitcoin yongeyeho amakuru yihariye yerekeranye n'ibipimo 10, amasomo y'iminota 30, kugereranya amasaha atandatu, no kugereranya amadolari 4 ku isaha kuri sisitemu ikora na $ 150 ku isaha ku bashakashatsi b'abantu; nta na kimwe muri ibyo bisobanuro cyemejwe n'ubwigenge n'ibikoresho byatanzwe.
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