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Public trackerEvidence checked Jul 23, 2026 · Latest decision Jul 21, 2026Public incidents are risk signals, not usage-adjusted rates
Evidence-linked corpus record: this page is generated from the structured public record and has a publication-readiness score of 81/100. It passed the source, context, and standalone-summary checks used for public indexing; individual legal editorial review is not represented.
Vivek Singha v. Metal Manufactures
Fair Work Commission · Oct 8, 2025
AustraliaEditorial impact: lowpro sefake citationsmisrepresented authorityemployment
Direct answer
What happened in this matter?
Fabricated: Case Law | Commission and Costs Applicant identified that the citation 'Corey v Metro Trains [2013] FWC 7893' does not exist; court concluded it was likely AI-generated.
- Why the court cared
- The record concerns whether authorities presented to the decision-maker existed and could be verified. The tracked outcome is the response recorded in the linked source; the linked source controls the precise reasoning.
- Why it matters now
- FWC catches fabricated FWC citations instantly; verify every tribunal number before submission.
Why this matter is tracked
Fabricated: Case Law | Commission and Costs Applicant identified that the citation 'Corey v Metro Trains [2013] FWC 7893' does not exist; court concluded it was likely AI-generated.
Operational lesson
FWC catches fabricated FWC citations instantly; verify every tribunal number before submission.
Record details
CourtFair Work Commission
Jurisdictioninternational
CircuitNot recorded
DateOct 8, 2025
UN
AI toolUnidentified
Party typePro Se Litigant
OutcomeSee source
Known amountNot recorded
Professional sanctionNo
Attribution boundary
What the record establishes about AI use
not established
The current record does not establish a specific AI tool. Do not infer AI use beyond the source.
Procedural posture
Procedural posture is not separately recorded in the current dataset.
Correction behavior
Correction behavior is not separately verified in the current record.
Tracked discrepancy record
3 citation, quotation, or authority issues are recorded in the source dataset.
- Fabricated: Case Law | Commission and Costs Applicant identified that the citation 'Corey v Metro Trains [2013] FWC 7893' does not exist; court concluded it was likely AI-generated.
- Misrepresented: Case Law | Respondent relied on an incomplete/misleading citation 'Murray Hobson v Murrin Murrin [2024]'; the Commission noted the apparent correct reference is Murray Hobson v Murrin Murrin Operations Pty Ltd [2025] FWC 157 and that the case did not support the respondent's submissions.
- Fabricated: Case Law | Commission and Costs Applicant identified that the citation 'MVC Security Pty Ltd [2018] FWC 1840' does not exist; court concluded it was likely AI-generated.
Questions this record answers
- What happened in Vivek Singha v. Metal Manufactures?
- Fabricated: Case Law | Commission and Costs Applicant identified that the citation 'Corey v Metro Trains [2013] FWC 7893' does not exist; court concluded it was likely AI-generated.
- Why does Vivek Singha v. Metal Manufactures matter for legal AI risk?
- FWC catches fabricated FWC citations instantly; verify every tribunal number before submission.
- What does the public record establish about Vivek Singha v. Metal Manufactures?
- The record summarizes the outcome described in the linked public source. The recorded document is hosted in the upstream publisher archive. This page is not a substitute for the complete docket, subsequent history, or jurisdiction-specific advice.
- Which source supports this Vivek Singha v. Metal Manufactures summary?
- The recorded source is Damien Charlotin case archive. It is classified as publisher document archive; review the linked material and subsequent docket history before relying on this summary.
Related matters
Related by court, jurisdiction, tool, or classified failure pattern. Similarity does not imply the same facts or outcome.