[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-deloitte-refunds-australian-government-440k-for-error-riddled-ai-generated-report":70},{"data":4},[5,37,57,64],{"name":6,"slug":7,"categories":8},"Productivity","productivity",[9,13,17,21,25,29,33],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"name":38,"slug":39,"categories":40},"Tech","tech",[41,45,49,53],{"id":42,"title":43,"slug":44},28,"Technology","technology",{"id":46,"title":47,"slug":48},32,"Artificial Intelligence","artificial-intelligence",{"id":50,"title":51,"slug":52},26,"Security and protection","security-and-protection",{"id":54,"title":55,"slug":56},31,"YouTube Blog","youtube-blog",{"name":58,"slug":59,"categories":60},"News","news",[61],{"id":62,"title":58,"slug":63},18,"quasanews",{"name":65,"slug":66,"categories":67},"Business","business",[68],{"id":69,"title":65,"slug":66},16,{"post":71,"published_news":96,"popular_news":163,"categories":234},{"title":72,"description":73,"meta_title":72,"meta_description":74,"meta_keywords":75,"text":76,"slug":77,"created_at":78,"publish_at":78,"formatted_created_at":79,"category_id":69,"links":80,"view_type":85,"video_url":86,"views":87,"likes":88,"lang":89,"comments_count":88,"category":90},"Deloitte Refunds Australian Government $440K for Error-Riddled AI-Generated Report","In a striking case of irony, consulting giant Deloitte Australia has agreed to refund the final payment of a $440,000 contract after admitting to using AI—specifically OpenAI’s GPT-4o—in a report riddled with errors. The report, commissioned by the Department of Employment and Workplace Relations (DEWR), was meant to review an IT system for automating fines on welfare recipients.","In a striking case of irony, consulting giant Deloitte Australia has agreed to refund the final payment of a $440,000 contract after admitting to using AI","Within weeks, Sydney University academic Christopher Rudge flagged issues, suspecting generative AI “hallucinations.”","\u003Cp>In a striking case of irony, consulting giant Deloitte Australia has agreed to refund the final payment of a $440,000 contract after admitting to using AI - specifically OpenAI’s GPT-4o - in a report riddled with errors. The report, commissioned by the Department of Employment and Workplace Relations (DEWR), was meant to review an IT system for automating fines on welfare recipients. Instead, it contained fabricated academic references, a made-up quote from a Federal Court ruling, and even a misspelled judge’s name.\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/00/photo_2025-10-07_12-12-33.webp\" type=\"image/webp\">\u003Cimg alt=\"Deloitte Refunds Australian Government 0K for Error-Riddled AI-Generated Report\" class=\"image-align-left\" height=\"280\" src=\"https://cdn.quasa.io/photos/00/photo_2025-10-07_12-12-33.jpg\" width=\"300\" />\u003C/picture>The saga began in July when the initial report was published. Within weeks, Sydney University academic Christopher Rudge flagged issues, suspecting generative AI “hallucinations.” The report cited three nonexistent academic sources, including works attributed to Professor Lisa Burton Crawford of Sydney University and a fictional report by Professor Björn Regnell from Lund University in Sweden.\u003C/p>\n\n\u003Cp>Most egregiously, it included a fabricated quote from the landmark \u003Cstrong>Deanna Amato v Commonwealth\u003C/strong> case, misnaming Justice Jennifer Davies as “Justice Davis” and inventing a passage from paragraphs 25 and 26: “The onus of proof lies with the decision-maker.\u003C/p>\n\n\u003Cp>A person’s legal rights cannot be curtailed based on an assumption unsupported by evidence.” The quote sounded compelling but was entirely fictional.\u003C/p>\n\n\u003Cp>Deloitte initially stayed silent. A revised report was quietly uploaded on the Friday before a long weekend - coincidentally, Australia’s Labour Day - removing a dozen fake references. However, as Rudge noted, instead of replacing one hallucinated citation with a real one, Deloitte added “five, six, seven, eight new ones,” suggesting the original claim lacked any basis. “It’s highly likely they asked GPT to fabricate a justification, and it did,” Rudge remarked.\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/00/image-2025-10-07t121942736.webp\" type=\"image/webp\">\u003Cimg alt=\"Deloitte Refunds Australian Government 0K for Error-Riddled AI-Generated Report\" class=\"image-align-left\" height=\"169\" src=\"https://cdn.quasa.io/photos/00/image-2025-10-07t121942736.jpg\" width=\"300\" />\u003C/picture>In the updated report’s methodology section, Deloitte admitted to using “a generative AI large language model (Azure OpenAI GPT-4o),” licensed by DEWR and hosted on the department’s Azure infrastructure, to address “gaps in traceability and documentation.”\u003C/p>\n\n\u003Cp>\u003Cstrong>Rudge called this a veiled admission of fault\u003C/strong>: “This isn’t a ‘strong hypothesis’ anymore. Deloitte has confessed, albeit buried in the methodology section, to using generative AI for a core analytical task without initial disclosure.”\u003C/p>\n\n\u003Cp>The fallout has been sharp. Rudge argued the report’s recommendations are now unreliable: “When the foundation of a report is built on a flawed, undisclosed, and non-expert methodology, its recommendations cannot be trusted.” Labor Senator Deborah O’Neill, part of a probe into consulting firms, didn’t mince words: “Deloitte has an issue with human intelligence. It’d be funny if it wasn’t so sad. A partial refund feels like a partial apology for substandard work. Perhaps clients should just buy a \u003Ca href=\"https://quasa.io/media/tragedy-in-the-u-s-29-year-old-woman-takes-her-life-after-chatgpt-interaction-ai-helps-draft-suicide-note\">ChatGPT\u003C/a> subscription instead.”\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-right\">\u003Csource srcset=\"https://cdn.quasa.io/photos/00/image-2025-10-07t122203922.webp\" type=\"image/webp\">\u003Cimg alt=\"Deloitte Refunds Australian Government 0K for Error-Riddled AI-Generated Report\" class=\"image-align-right\" height=\"447\" src=\"https://cdn.quasa.io/photos/00/image-2025-10-07t122203922.jpg\" width=\"300\" />\u003C/picture>DEWR insists the “substance of the independent review remains unchanged” with no alterations to recommendations but dodged questions about whether AI caused the errors. For Deloitte, the embarrassment is acute. The firm, which generated $107 billion globally in 2024, increasingly markets AI consulting services while stressing the need for human oversight of AI outputs. Since 2021, Deloitte has secured nearly $25 million in contracts with DEWR alone. The department declined to comment on future engagements or whether it would seek a full refund.\u003C/p>\n\n\u003Cp>\u003Cstrong>Also read:\u003C/strong>\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/nicole-kidman-s-cocaine-clause-the-prenup-stipulation-that-could-cost-her-11-million-in-divorce-from-keith-urban\">Nicole Kidman’s “Cocaine Clause”: The Prenup Stipulation That Could Cost Her $11 Million in Divorce from Keith Urban\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/google-agrees-to-36-million-fine-in-australia-over-pre-installed-search-deals\">Google Agrees to $36 Million Fine in Australia Over Pre-Installed Search Deals\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/megan-fox-s-former-husband-brian-austin-green-criticizes-machine-gun-kelly-during-their-breakup\">Megan Fox's former husband, Brian Austin Green, criticizes Machine Gun Kelly during their breakup\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Cp>This incident serves as a cautionary tale for the consulting industry. As firms lean into AI to boost efficiency, Deloitte’s misstep underscores the risks of over-reliance on tools like GPT-4o without rigorous human validation. For now, the refunded payment is a small price compared to the reputational hit - and a reminder that even AI consultants can fall prey to the technology’s pitfalls.\u003C/p>","deloitte-refunds-australian-government-440k-for-error-riddled-ai-generated-report","2025-10-07T10:23:35.000000Z","07.10.2025",{"image":81,"image_webp":82,"thumb":83,"thumb_webp":84},"https://cdn.quasa.io/images/news/NMP07dH8rL7JEsZjCyZZG7a4Om9bkB1JAiBX1GE1.jpg","https://cdn.quasa.io/images/news/NMP07dH8rL7JEsZjCyZZG7a4Om9bkB1JAiBX1GE1.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/NMP07dH8rL7JEsZjCyZZG7a4Om9bkB1JAiBX1GE1.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/NMP07dH8rL7JEsZjCyZZG7a4Om9bkB1JAiBX1GE1.webp","small",null,1760,0,"en",{"id":69,"title":65,"slug":66,"meta_title":91,"meta_description":92,"meta_keywords":93,"deleted_at":86,"created_at":94,"updated_at":95,"lang":89},"Quasa Media - Growth Hacking in Business","Business is a battlefield. In QUASA MEDIA you will find all the most useful articles on how to do business and not screw up.","Business, earn money, business strategy, business process","2021-08-03T10:59:17.000000Z","2024-08-25T15:45:11.000000Z",[97,112,124,137,150],{"title":98,"description":99,"slug":100,"created_at":101,"publish_at":102,"formatted_created_at":103,"category":104,"links":105,"view_type":85,"video_url":86,"views":110,"likes":88,"lang":89,"comments_count":88,"is_pinned":111},"GitHub’s AI Agent Tsunami: 275 Million Commits a Week, 14 Billion Projected for 2026 — And the Platform Is Starting to Crack","GitHub just hit numbers that would have sounded like science fiction twelve months ago.","github-s-ai-agent-tsunami-275-million-commits-a-week-14-billion-projected-for-2026-and-the-platform-is-starting-to-crack","2026-04-17T17:10:50.000000Z","2026-04-20T11:57:00.000000Z","20.04.2026",{"title":58,"slug":63},{"image":106,"image_webp":107,"thumb":108,"thumb_webp":109},"https://cdn.quasa.io/images/news/XZTYmDGdaBEeRqB4Fv56AeOVoRtMa9PgoABzA3uj.jpg","https://cdn.quasa.io/images/news/XZTYmDGdaBEeRqB4Fv56AeOVoRtMa9PgoABzA3uj.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/XZTYmDGdaBEeRqB4Fv56AeOVoRtMa9PgoABzA3uj.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/XZTYmDGdaBEeRqB4Fv56AeOVoRtMa9PgoABzA3uj.webp",6,false,{"title":113,"description":114,"slug":115,"created_at":116,"publish_at":117,"formatted_created_at":103,"category":118,"links":119,"view_type":85,"video_url":86,"views":14,"likes":88,"lang":89,"comments_count":88,"is_pinned":111},"Time’s Up for SaaS: Grow Faster or Disappear","The public markets have spoken — and the verdict is brutal. In early 2026, the software sector is in freefall. The Meritech Public SaaS Index has plunged 37% since the end of Q3 2025.","time-s-up-for-saas-grow-faster-or-disappear","2026-04-17T16:42:27.000000Z","2026-04-20T09:32:00.000000Z",{"title":31,"slug":32},{"image":120,"image_webp":121,"thumb":122,"thumb_webp":123},"https://cdn.quasa.io/images/news/Pgd6kFN0MEzRDCuMrQRslHnVu4QNjjMMfuhEgOWY.jpg","https://cdn.quasa.io/images/news/Pgd6kFN0MEzRDCuMrQRslHnVu4QNjjMMfuhEgOWY.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Pgd6kFN0MEzRDCuMrQRslHnVu4QNjjMMfuhEgOWY.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Pgd6kFN0MEzRDCuMrQRslHnVu4QNjjMMfuhEgOWY.webp",{"title":125,"description":126,"slug":127,"created_at":128,"publish_at":129,"formatted_created_at":103,"category":130,"links":131,"view_type":85,"video_url":86,"views":136,"likes":88,"lang":89,"comments_count":88,"is_pinned":111},"Twitter Dev Builds “Stukach-Claw” — An AI Snitch Bot That’s Already Reported 4,250 People to the IRS for Tax Jokes","A crypto trader and developer known as @camolNFT has gone viral after revealing he built an autonomous AI agent called OpenClaw (affectionately dubbed Stukach-Claw by Russian-speaking users) that actively hunts for “jokes” about tax evasion on social media and automatically files whistleblower reports with the IRS.","twitter-dev-builds-stukach-claw-an-ai-snitch-bot-that-s-already-reported-4-250-people-to-the-irs-for-tax-jokes","2026-04-17T12:09:57.000000Z","2026-04-20T06:06:00.000000Z",{"title":19,"slug":20},{"image":132,"image_webp":133,"thumb":134,"thumb_webp":135},"https://cdn.quasa.io/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.jpg","https://cdn.quasa.io/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.webp",38,{"title":138,"description":139,"slug":140,"created_at":141,"publish_at":142,"formatted_created_at":103,"category":143,"links":144,"view_type":85,"video_url":86,"views":149,"likes":88,"lang":89,"comments_count":88,"is_pinned":111},"Baidu Drops ERNIE-Image: A Compact 8B Open-Source Text-to-Image Model That Tops the Charts","Baidu has just released ERNIE-Image — a new open-weight text-to-image generator that is already turning heads in the AI community.","baidu-drops-ernie-image-a-compact-8b-open-source-text-to-image-model-that-tops-the-charts","2026-04-17T11:57:35.000000Z","2026-04-20T03:44:00.000000Z",{"title":47,"slug":48},{"image":145,"image_webp":146,"thumb":147,"thumb_webp":148},"https://cdn.quasa.io/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.jpg","https://cdn.quasa.io/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.webp",51,{"title":151,"description":152,"slug":153,"created_at":154,"publish_at":154,"formatted_created_at":155,"category":156,"links":157,"view_type":85,"video_url":86,"views":162,"likes":88,"lang":89,"comments_count":88,"is_pinned":111},"Cloudflare Just Made Email a First-Class Citizen for AI Agents — And Traditional Email Services Are Feeling It","On April 17, 2026, Cloudflare quietly turned a long-standing dream into reality: it moved Email Service into public beta and added full Email Sending alongside the years-old Email Routing.","cloudflare-just-made-email-a-first-class-citizen-for-ai-agents-and-traditional-email-services-are-feeling-it","2026-04-19T18:41:05.000000Z","19.04.2026",{"title":43,"slug":44},{"image":158,"image_webp":159,"thumb":160,"thumb_webp":161},"https://cdn.quasa.io/images/news/BL8rqDdPh380Xfk5TP00aXBFWdOVXI5BUQ1TuSaC.jpg","https://cdn.quasa.io/images/news/BL8rqDdPh380Xfk5TP00aXBFWdOVXI5BUQ1TuSaC.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/BL8rqDdPh380Xfk5TP00aXBFWdOVXI5BUQ1TuSaC.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/BL8rqDdPh380Xfk5TP00aXBFWdOVXI5BUQ1TuSaC.webp",100,[164,177,193,205,220],{"title":165,"description":166,"slug":167,"created_at":168,"publish_at":169,"formatted_created_at":170,"category":171,"links":172,"view_type":85,"video_url":86,"views":175,"likes":176,"lang":89,"comments_count":88,"is_pinned":111},"The Anatomy of an Entrepreneur","Entrepreneur is a French word that means an enterpriser. Enterprisers are people who undertake a business or enterprise with the chance of earning profits or suffering from loss.","the-anatomy-of-an-entrepreneur","2021-08-04T15:18:21.000000Z","2025-12-14T06:09:00.000000Z","14.12.2025",{"title":65,"slug":66},{"image":173,"image_webp":86,"thumb":174,"thumb_webp":174},"https://cdn.quasa.io/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",70915,2,{"title":178,"description":179,"slug":180,"created_at":181,"publish_at":182,"formatted_created_at":183,"category":184,"links":185,"view_type":190,"video_url":86,"views":191,"likes":192,"lang":89,"comments_count":88,"is_pinned":111},"Advertising on QUASA","QUASA MEDIA is read by more than 400 thousand people a month. We offer to place your article, add a link or order the writing of an article for publication.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2025-12-15T17:33:02.000000Z","15.12.2025",{"title":58,"slug":63},{"image":186,"image_webp":187,"thumb":188,"thumb_webp":189},"https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","large",70680,4,{"title":194,"description":195,"slug":196,"created_at":197,"publish_at":198,"formatted_created_at":199,"category":200,"links":201,"view_type":85,"video_url":86,"views":204,"likes":192,"lang":89,"comments_count":88,"is_pinned":111},"What is a Startup?","A startup is not a new company, not a tech company, nor a new tech company. You can be a new tech company, if your goal is not to grow high and fast; then, you are not a startup. ","what-is-a-startup","2021-08-04T12:05:17.000000Z","2025-12-17T13:02:00.000000Z","17.12.2025",{"title":65,"slug":66},{"image":202,"image_webp":86,"thumb":203,"thumb_webp":203},"https://cdn.quasa.io/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",68310,{"title":206,"description":207,"slug":208,"created_at":209,"publish_at":210,"formatted_created_at":211,"category":212,"links":213,"view_type":85,"video_url":86,"views":218,"likes":176,"lang":89,"comments_count":219,"is_pinned":111},"Top 5 Tips to Make More Money as a Content Creator","Content creators are one of the most desired job titles right now. Who wouldn’t want to earn a living online?","top-5-tips-to-make-more-money-as-a-content-creator","2022-01-17T17:31:51.000000Z","2026-01-17T11:30:00.000000Z","17.01.2026",{"title":19,"slug":20},{"image":214,"image_webp":215,"thumb":216,"thumb_webp":217},"https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp",42279,1,{"title":221,"description":222,"slug":223,"created_at":224,"publish_at":225,"formatted_created_at":226,"category":227,"links":228,"view_type":190,"video_url":86,"views":233,"likes":176,"lang":89,"comments_count":88,"is_pinned":111},"8 Logo Design Tips for Small Businesses","Your logo tells the story of your business and the values you stand for.","8-logo-design-tips-for-small-businesses","2021-12-04T21:59:52.000000Z","2025-05-05T03:30:00.000000Z","05.05.2025",{"title":15,"slug":16},{"image":229,"image_webp":230,"thumb":231,"thumb_webp":232},"https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp",41373,[235,236,237,238,239,240,241,242,243,244,245,246,247],{"title":23,"slug":24},{"title":47,"slug":48},{"title":55,"slug":56},{"title":43,"slug":44},{"title":51,"slug":52},{"title":31,"slug":32},{"title":35,"slug":36},{"title":27,"slug":28},{"title":19,"slug":20},{"title":15,"slug":16},{"title":58,"slug":63},{"title":11,"slug":12},{"title":65,"slug":66}]