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The Guardian ya gano abubuwan da AI suka haifar da shiga cikin tambayoyin majalisar Australiya

The Guardian ta ba da rahoton cewa aƙalla ƙaddamarwa 39 ga tambayoyin siyasa na Ostiraliya sun ƙunshi nassoshi waɗanda da alama an ƙirƙira su ne ko kuma ba daidai ba ne, suna ƙara damuwa cewa bayanan da AI-taimakawa na iya yin tasiri ga manufofin jama'a.

5 min readRead the original reporting
Source-provided image accompanying The Guardian finds AI-generated citations entering Australian parliamentary inquiries
Rahoton da aka dangantaAn rubuta tushen tushe
Mawallafi
theguardian.com
Tushen hanyar haɗin gwiwa
theguardian.comhttps://www.theguardian.com/australia-news/2026/sep/01/how-misinformation-ai-hallucinations-infiltrating-australian-parliament
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Rahoto ta hanyar tashar labarai - ba daftarin aiki na ɓangare na farko ba.

Abin da ba mu iya tabbatarwa da kansa ba: An dangana wannan da'awar ga kanti mai suna. Ba mu tabbatar da shi a kan takardar jam'iyyar farko ba. (theguardian.com)

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ambato
Nassoshi zuwa sassa ko takaddun da aka haɗa a cikin martanin samfurin don tallafawa da'awar sa.
AI mai ƙirƙira
Tsarin AI waɗanda ke samar da sabon abun ciki kamar rubutu, hotuna, sauti, bidiyo, ko lamba.
Hallucination
Lokacin da samfurin ya haifar da ƙwaƙƙwaran amma bayanan karya ko mara tallafi.
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The Guardian reports that Australian parliamentary inquiry submissions are being affected by AI-generated misinformation, including invented studies and incorrect attributed to real academics and authors. Its analysis identified at least 39 submissions containing references that appeared not to exist, while more than 100 papers included ChatGPT URL tags in reference links.

The Guardian reports that dozens of submissions across the political spectrum to Australia’s current parliamentary inquiries contained references that appeared to be generated or altered by large language models. The reported errors included invented studies, nonexistent articles, incorrect page details, and real researchers being associated with work they had not produced. The submissions covered policy areas including family violence, suicide, housing inequity and climate misinformation.

The report describes a submission to a family-violence and suicide inquiry that attributed a nonexistent reference and incorrect research findings to Divna Haslam, a University of Queensland associate professor and clinical psychologist. Haslam told the Guardian that the citation looked sufficiently plausible to mislead someone conducting only a cursory review. The submitting organization, Drilldown Reports, said it had used AI in its research process and later identified the errors, but missed the deadline for correcting the original submission.

The Guardian says it built a custom program that extracted references from inquiry documents and searched them against Crossref and Google Scholar. It also checked digital object identifiers where available and manually reviewed documents in which at least 20% of references could not be matched. The resulting figure was at least 39 submissions with apparently hallucinated references. The Guardian characterized that number as conservative because the method could detect only errors in documents containing references, not unsupported text produced without .

The investigation also found more than 100 papers containing ChatGPT URL tags in reference links. The Guardian cautions that such tags do not prove a person used ChatGPT directly, because material may have been copied from a third-party source. It likewise says mismatched can indicate AI use but do not establish it in every case. The report therefore presents its findings as evidence of apparent AI-generated or AI-assisted errors, not as a definitive measurement of all AI use in parliamentary submissions.

Bayanan tushe: theguardian.com ↗

Me ya sa yake da mahimmanci

Parliamentary inquiries are intended to give lawmakers evidence from experts, organizations and members of the public. If fabricated enter that process and are treated as credible, decisions could be based on nonexistent research and public confidence in democratic institutions could be weakened.

Gabatar da binciken majalisar zai iya tsara yadda kwamitoci ke fahimtar matsalolin jama'a da tantance dokoki ko shirye-shirye. Jaridar The Guardian ta rawaito cewa wasu rahotannin kwamitin sun yi nuni da wasu bayanai da ke dauke da nassoshi wadanda da alamu na kage ne. Wannan yana haifar da haɗari cewa da'awar da ba ta da goyon baya na iya samun nauyin hukumomi kawai saboda ya shiga tsarin tattara shaida na hukuma.

Lalacewar aiki ba ta iyakance ga bayanin rubutu ɗaya da ba daidai ba. Masu binciken da jaridar Guardian ta nakalto sun ce furucin da aka kirkira na iya karya sarkakiya tsakanin da'awar manufa da kuma shaidar da ake zaton tana goyon bayanta. A yankuna irin su tashin hankalin gida, kiwon lafiya, shige da fice da manufofin yanayi, yanke shawara kan binciken da ba a wanzu ba zai iya karkatar da hankali, gurbata muhawara ko lalata kariya ga mutanen da abin ya shafa. Majiyar ba ta tabbatar da cewa an aiwatar da kowane takamaiman manufofin Ostiraliya ba saboda ƙayyadaddun magana, ta yadda sakamakon ya kasance haɗari maimakon tabbataccen sakamako.

Lamarin kuma yana nuna madaidaicin ra'ayi wanda ya haɗa da AI mai ƙima da tsarin bincike. The Guardian ta ba da rahoton cewa taƙaitaccen bayanin Google na AI wani lokaci yana ɗaukar bayanin karya a matsayin na gaske, yayin da tsarin ChatGPT da Google na iya yin nuni da ƙaddamar da binciken da ke ɗauke da kuskuren. Wannan na iya sa takaddar da ba ta da inganci ta bayyana a tabbatar da kanta ko da babu binciken da ke cikin tushe. Rahoton baya gwada cikakken yanayin yanayin da waɗannan tsarin ke samar da irin wannan taƙaitaccen bayani, amma yana tattara haɗarin ta hanyar misalan da ya bincika.

Babban batu na cibiyoyi shi ne yin lissafi. Jagoran Majalisar Dattawan Ostiraliya ya ba da rahoton gargaɗin masu ƙaddamar da cewa AI na iya shafar ingancin bayanai kuma daidaito ya kasance alhakin mai ƙaddamarwa. Shugaban kwamitin da jaridar Guardian ta nakalto ya ce kwamitocin suna karbar kaya masu inganci kuma dole ne su yi tambayoyi kan shaidu yayin aikin binciken. Majiyar ta buɗe ko kwamitocin a halin yanzu suna da ma'aikata, kayan aikin fasaha ko hanyoyin da ake buƙata don aiwatar da wannan binciken akai-akai.

Interactive Mechanism

Ingantacciyar hanyar sadarwa: Yadda A zahiri yake Aiki

Bincika fasahar da ke bayan wannan ci gaban ta hanyar mu'amala.

System Requirements:
Best ArchitecturePure RAGRecommended pattern
Hallucination RiskVery LowGrounding efficacy
Update Cost$0 (Vector sync)Ongoing maintenance
Core takeaway: Fine-tuning teaches models how to speak (form, style, syntax); RAG teaches models what to say (verifiable facts). Never use fine-tuning alone for factual memory.
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The immediate questions are whether parliamentary committees will introduce stronger verification or disclosure rules, how submitters correct material already filed, and whether government agencies have enough resources to check references. The Guardian also sought responses from OpenAI and Google about their roles in reinforcing inaccurate references through AI systems and search summaries.

Duba don canje-canje na yau da kullun don jagorar ƙaddamarwa da ayyukan nazarin kwamiti. The Guardian ta ba da rahoton cewa Christian Downie, farfesa na Jami'ar Ostiraliya, ya yi kira da a samar da sabbin jagororin da za su ƙarfafa gaskiya yayin kiyaye tsarin bincike na buɗe ido. Matakan da za su iya haɗawa da ƙarin bayyana taimakon AI, bincikar tilas don abubuwan da aka ambata, windows gyara bayan shigar da bayanai, ko ƙarin buƙatu masu ƙarfi ga ƙungiyoyin da ke ƙaddamar da shaidar tushen bincike. Majiyar dai ba ta bayyana cewa har yanzu ba a dauki irin wannan garambawul ba.

Kalli ko masu binciken da abin ya shafa suna neman gyara ko bayanin jama'a. The Guardian ta ruwaito cewa Nicole Gurran yana da alaƙa da aikin da babu shi kuma da alama Margaret Simons tana da alaƙa da labarin da babu shi. Rahoton Drilldown ya ce ya sami kurakurai a cikin bayanan da suka biyo baya, yayin da Hukumar Kula da Makamashi ta Kasa ba ta amsa bukatar mai gadi ba. Matsayin kowane gabatarwa da aka yi jayayya da ko kwamitocin sun gyara rahotonsu ya kasance muhimmiyar tambaya da ba a warware ba.

Duba don shaida game da ma'auni da rarraba matsalar fiye da takardu tare da nassoshi na yau da kullun. Shirin The Guardian ba zai iya gano labaran da aka samar da AI ba wanda ya ƙunshi babu ambato, kuma ya yi gargadin cewa adadi na ƙaddamarwa na 39 ya raina amfani da AI. A lokaci guda, masu gano AI na kasuwanci na iya samar da tabbataccen ƙarya, don haka duk wani tsarin aiwatarwa na gaba zai buƙaci bambance zarge-zarge marasa tallafi daga gazawar ambato.

Kalli yadda OpenAI da Google ke amsa madauki da aka ruwaito. OpenAI ya gaya wa Guardian cewa rage hasashe ya kasance yankin bincike mai gudana kuma ya shawarci masu amfani da su bi da ChatGPT a matsayin daftarin farko maimakon tushen ƙarshe, tabbatar da zance, bayanai da nassoshi na waje. Google ya ce Bayanin AI na nufin daidaita abun cikin gidan yanar gizo zuwa sharuddan tambaya, kama da binciken gargajiya. Waɗancan martanin ba su warware ko taƙaitawar AI ya kamata ya fito ko sake fitar da da'awar daga takaddun da ke ɗauke da ƙirƙira nassoshi ba, yana barin tasirin abubuwan da ke akwai rashin tabbas.

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