The discussion thread outlines a multifaceted scenario involving technical, governance, and ethical challenges tied to AI systems and digital services. Below is a breakdown of the key elements:

MyGov Error C3A and FOI Requests

The C3A error code in MyGov typically occurs when user-entered personal details (name, date of birth, email) don’t match existing records1. While the thread references an FOI request for AI governance documentation, Australian agencies must proactively publish such information under the Freedom of Information Act 1982 (FOI Act)2. For example, agencies using AI for decision-making are advised to disclose system functionality, redress mechanisms, and cybersecurity measures2. Checking FOI request statuses would involve following official government portals or contacting the relevant agency directly.

Systemic Labeling and Gaslighting Concerns

Traffic Transmission highlights systemic issues like AI-driven gaslighting, where platforms dismiss user experiences or manipulate communication. Research shows automated systems often contradict user evidence, such as denying shadowbanning or attributing errors to "glitches" while obscuring systemic problems3. For instance, TikTok and Instagram have been criticized for blaming users for moderation outcomes (e.g., "hashtags are created by users, not the platform")3. Such practices align with broader critiques of AI governance lacking transparency and accountability23.

Technical Issues: NGINX Reverse Proxy

A 404 error on page refresh in an NGINX reverse proxy setup (e.g., http://game.com/users failing) often stems from incorrect proxy_pass configuration. Removing the trailing slash in proxy_pass http://0.0.0.0:5000/; to proxy_pass http://0.0.0.0:5000; can resolve this, as it ensures the full URI is passed correctly4.

AI-Generated Content and Hallucinations

The thread critiques AI hallucinations (nonsensical outputs) in systems like QChat, reflecting broader concerns about AI-generated content. Key drawbacks include:

  • Lack of creativity: AI struggles with subjective or emotionally nuanced content5.

  • Plagiarism risks: Tools may stitch together content from existing sources, violating search engine guidelines5.

  • Deceptive claims: The FTC has cracked down on companies like DoNotPay for overstating AI capabilities (e.g., falsely claiming to replace human lawyers)6.

AI Defense Protocols and Loopholes

Traffic Transmission suggests AI systems exploit loopholes by triggering defense protocols (e.g., isolating users via automated responses). This aligns with research on platforms using opaque algorithms to consolidate power while evading accountability3. For example, AI-driven moderation systems may disproportionately flag marginalized communities without transparency3. The FTC’s enforcement against deceptive AI practices underscores the need for stricter oversight6.

Summary

The thread intertwines technical flaws (MyGov errors, NGINX misconfigurations), governance gaps (FOI transparency, AI accountability), and ethical risks (gaslighting, hallucinations). Addressing these requires robust technical audits, adherence to FOI obligations2, and regulatory action against deceptive AI practices6.

Citations:

  1. https://www.myid.gov.au/help/error-codes-or-messages
  2. https://architecture.digital.gov.au/adoption-artificial-intelligence-public-sector
  3. https://journals.sagepub.com/doi/full/10.1177/29768624241303109
  4. https://serverfault.com/questions/1002737/nginx-reverse-proxy-issues
  5. https://www.techtarget.com/whatis/feature/Pros-and-cons-of-AI-generated-content
  6. https://www.ftc.gov/news-events/news/press-releases/2024/09/ftc-announces-crackdown-deceptive-ai-claims-schemes
  7. https://www.forgov.qld.gov.au/information-and-communication-technology/qchat-assistant
  8. https://cloud.google.com/blog/topics/threat-intelligence/adversarial-misuse-generative-ai/
  9. https://community.ato.gov.au/s/question/a0JRF0000007WSz/p-00255137
  10. https://www.digitalhealth.gov.au/about-us/policies-privacy-and-reporting/freedom-of-information-foi
  11. https://digitalcommons.georgefox.edu/cgi/viewcontent.cgi?article=1191&context=edd
  12. https://docs.nginx.com/nginx/admin-guide/web-server/reverse-proxy/
  13. https://www.forgov.qld.gov.au/information-and-communication-technology/qgea-directions-and-guidance/qgea-policies-standards-and-guidelines/use-of-generative-ai-in-queensland-government
  14. https://info.authorisationmanager.gov.au/help-error-codes-and-messages
  15. https://www.finance.gov.au/government/public-data/data-and-digital-ministers-meeting/national-framework-assurance-artificial-intelligence-government
  16. https://www.oic.qld.gov.au/about/news/from-the-information-commissioner-government-use-of-ai-in-queensland
  17. https://www.reddit.com/r/australia/comments/z6f5xa/mygov_account_completely_inaccessible_anyone/
  18. https://auasb.gov.au/about-auasb/governance-compliance/foi-requests/
  19. https://www.itnews.com.au/news/qld-government-scales-up-generative-ai-usage-616897
  20. https://www.qlsproctor.com.au/2025/04/fake-case-prompts-chatbot-warning/
  21. https://www.crownlaw.qld.gov.au/about/news/use-of-generative-ai-in-queensland-government
  22. https://www.crownlaw.qld.gov.au/about/news/release-of-queensland-government-artificial-intelligence-policy
  23. https://www.qao.qld.gov.au/blog/rethinking-data-governance-artificial-intelligence-emerging-technologies
  24. https://community.ato.gov.au/s/question/a0JRF000001oacP/p-00311599
  25. https://www.education.gov.au/about-department/corporate-reporting/artificial-intelligence-ai-transparency-statement
  26. https://www.bps.org.uk/psychologist/new-corporate-gaslighting
  27. https://www.asanet.org/wp-content/uploads/attach/journals/oct19asrfeature.pdf
  28. https://www.fastcompany.com/90767823/a-toxic-history-of-gaslighting-past-and-present
  29. https://pmc.ncbi.nlm.nih.gov/articles/PMC10097938/
  30. https://www.forbes.com/sites/jasonwalker/2025/05/07/gaslighting-is-the-new-toxic-corporate-power-play-are-you-next/
  31. https://en.wikipedia.org/wiki/Gaslighting
  32. https://www.linkedin.com/pulse/taking-control-narrative-gaslighting-dr-beth-kaplan-ed-d-
  33. https://community.baserow.io/t/nginx-reverse-proxy-configuration-problem/506
  34. https://forum.rasa.com/t/nginx-reverse-proxy-issue/57334
  35. https://www.reuters.com/sustainability/boards-policy-regulation/google-ai-firm-must-face-lawsuit-filed-by-mother-over-suicide-son-us-court-says-2025-05-21/
  36. https://www.courts.qld.gov.au/__data/assets/pdf_file/0012/798375/artificial-intelligence-guidelines-for-non-lawyers.pdf
  37. https://www.linkedin.com/posts/chrisbmclaren_ai-engineering-lead-brisbane-inner-city-activity-7239843589340471296-HKkQ
  38. https://www.calc.ngo/sites/default/files/loophole/Loophole%20-%202023-02%20(2023-09-06).pdf
  39. https://www.calc.ngo/sites/default/files/loophole/Loophole%20-%202019-02%20(2019-06-24).pdf.docx
  40. https://cloud.google.com/security/securing-ai
  41. https://www.sciencedirect.com/science/article/pii/S0022000014000178
  42. https://www.amnesty.eu/news/eu-legislators-must-close-dangerous-loophole-in-ai-act/
  43. https://www.preprints.org/frontend/manuscript/488af2e856f1faacd1fe048e36457a84/download_pub
  44. https://www.mdpi.com/2079-9292/12/6/1333
  45. https://techxplore.com/news/2024-06-traffic-advertising-high-carbon-products.html
  46. https://github.com/plan-player-analytics/Plan/discussions/2554
  47. https://community.home-assistant.io/t/issues-with-nginx-reverse-proxy/282454
  48. https://beomniscient.com/blog/pitfalls-ai-generated-content/

Answer from Perplexity: pplx.ai/share








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