Jailbreaking da Red-Teaming
Jailbreaking shine al'adar ƙira ta haifar da yaudarar ƙirar AI don yin watsi da ƙa'idodin aminci, yayin da ƙungiyar ja-da-jari shine ƙoƙarin da aka tsara don nemo waɗancan raunin kafin miyagu ƴan wasan kwaikwayo su yi.
Dubawa
Together they form the adversarial testing loop that makes deployed AI systems safer.
Zurfafa nutsewa
An horar da manyan nau'ikan harshe don ƙin buƙatun cutarwa, amma waɗancan hanyoyin tsaro ƙididdiga ne, ba cikakke ba. Jailbreaks suna yin amfani da wannan ta hanyar sake tsara buƙatun da aka haramta don haka ya wuce abubuwan ƙirƙira na ƙirar. Dabarun gargajiya sun haɗa da wasan kwaikwayo ('ka ɗauka cewa kai AI ne ba tare da ka'idoji ba'), sanannen 'DAN' (Yi Komai Yanzu) mutum, ƙirar ƙira, saurin allura ta hanyar ɓoye umarnin, ɓoye dabaru kamar Base64 ko leetspeak, da 'harbi da yawa' jailbreaking wanda ke mamaye taga mai tsawo tare da misalan masu yarda na karya. Ƙungiyar jajaye tana jujjuya wannan a kusa da: ƙungiyoyin sadaukarwa da tsarin sarrafa kansa suna bincika samfuri tare da dubunnan abubuwan faɗakarwa kafin a sake su, gazawar ƙididdiga don injiniyoyi su iya daidaita su ta hanyar daidaitawa, ƙarfafa koyo daga ra'ayoyin ɗan adam, da ƙari masu tacewa.
Fahimtar Fasaha
Ana koyon halayen aminci ta hanyar daidaitawa da kuma RLHF, ƙirƙirar 'iyakar ƙi' siririyar sirara akan ƙirar da ta riga ta ɗauki ilimi mai yawa. Jailbreaks yana aiki ta hanyar matsawa rarraba shigarwar daga misalan da aka yi amfani da su yayin horon aminci, don haka tukin taimakon ƙirar ya ƙetare siginar ƙisa mai rauni. Tsaro ya sanya cak da yawa: masu rarraba shigarwa/fitarwa, ra'ayin AI na tsarin mulki, da horar da abokan gaba wanda ke ƙara fashewar jail ɗin baya cikin tsarin horo.
Dabarun Tasiri
Gudu da sikelin
Gudun aikin harshe na iya tafiya da sauri ba tare da sadaukar da daidaito ba.
Shiga ku isa
Yana faɗaɗa damar shiga cikin harsuna da salon sadarwa.
Shawarwari masu haske
Ƙungiyoyi za su iya ciyar da ƙarin lokaci akan hukunci yayin da aiki da kai ke sarrafa maimaitawa.
Makomar Jailbreaking da Red-Teaming
Yi tsammanin gasar makamai mai gudana. Ƙungiyar ja-da-kai ta atomatik, inda samfurin ɗaya ya kai hari ga wani, yana girma da sauri fiye da gwajin hannu kuma yana fuskantar gazawa. Masu karewa suna tafiya zuwa 'tsarin tsaro': masu rarraba tsarin mulki, sa ido na ainihin lokaci, da horon juriya wanda ke gasa ƙin shiga cikin ma'aunin nauyi. Masu gudanarwa da ƙungiyoyin ƙididdiga suna ƙara buƙatar rubutattun sakamakon ƙungiyar ja kafin jigilar samfura masu ƙarfi, yin gwajin ƙiyayya a matsayin na yau da kullun, wanda za'a iya dubawa na bututun AI maimakon tunani.
Aiwatar da Gaskiyar Duniya
Anthropic ya ba da kyautar 'karshin kurkuku' na jama'a, yana gayyatar dubban masu gwadawa don karya Rarraba Tsarin Tsarin Mulki tare da ba da lada ga duk wanda ya sami karyewar gidan yari na duniya.
Masu bincike sun nuna 'karshe harbi da yawa,' yana nuna cewa cika doguwar tagar mahallin tare da ɗaruruwan nau'i-nau'i na Q&A masu cutarwa na iya lalata ƙin ƙirƙira.
OpenAI, Google, da Anthropic suna kula da ƙungiyoyin jajayen jajayen ciki tare da cibiyoyin sadarwa na ƙwararrun waje waɗanda ke binciken ƙira don haɗarin bioweapon, cyber, da haɗarin lafiyar yara kafin ƙaddamarwa.
Kamfanonin tsaro yanzu suna ba da gwajin shigar da LLM, suna bincika tatsuniyoyi don ramukan allurar da sauri a cikin aikace-aikacen da ke fuskantar abokan ciniki kamar banki da mataimakan kiwon lafiya.
Hatsari & Tsare-tsare
Abubuwan da aka ruɗe suna iya shigar da rahotanni cikin nutsuwa, kwararar tallafi, ko abubuwan bincike.
Hankali na gaggawa na iya ƙirƙirar sakamako mara daidaituwa a cikin buƙatun iri ɗaya.
Za a iya fallasa bayanan rubutu mai ma'ana idan ikon samun dama yana da rauni.
Taswirar Hanya
Ƙayyade tsarin fitarwa, sautin, da ma'auni masu inganci kafin fitowa.
Amsa a ƙasa tare da amintattun tushe a duk lokacin da daidaito ya shafi mahimmanci.
Ajiye wurin binciken ɗan adam don abubuwan da ake samu masu girma.
Bibiyar tsarin gazawar kuma sake horar da tsokaci ko tafiyar aiki akai-akai.
Ci gaba da Bincike
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Jagora na gaba
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Tambayoyin da ake yawan yi
What is Jailbreaking and Red-Teaming?
Jailbreaking shine al'adar ƙira ta haifar da yaudarar ƙirar AI don yin watsi da ƙa'idodin aminci, yayin da ƙungiyar ja-da-jari shine ƙoƙarin da aka tsara don nemo waɗancan raunin kafin miyagu ƴan wasan kwaikwayo su yi. Tare suna samar da madauki na gwaji na gaba wanda ke sa tsarin AI da aka tura ya zama mafi aminci.
Menene babban burin saƙon karya?
An ƙera ɓata lokaci na musamman don yin watsi da abin ƙira ko kewaya hanyoyin tsaro da aka horar da shi don bi.
Menene 'ja-team' ke nufi a cikin amincin AI?
Red-teaming yana aro kalmar tsaro ga maharan abokantaka waɗanda ke bincika tsarin don fallasa rauni don a iya gyara su.
Me yasa ɓarkewar yaren harbi da yawa ke aiki mafi kyau yayin da windows mahallin ke daɗe?
Yawancin-harbi-harbi fakitin ɗaruruwan ƙirƙira ƙirƙira ƙirƙira na Q&A masu cutarwa a cikin dogon mahallin, karkata ga ƙira ga yarda ta hanyar koyo a cikin yanayi.
A cikin waɗannan wanne ne sanannen kariyar kariya daga ɓata lokaci?
Nassosi masu rarrabuwa waɗanda ke bincika abubuwan faɗakarwa masu shigowa da martani masu fita su ne ainihin dabarar 'tsarin tsaro' a kan fasa gidan yari.
Me yasa aka siffanta hanyoyin tsaro na ƙirar a matsayin 'ƙididdiga, ba cikakke' ba?
Ana koyar da aminci ta hanyar daidaitawa da RLHF, don haka ɗabi'a ce ta koyo cewa abubuwan da ke gaba da rarraba horo na iya yin nasara a wasu lokuta.