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Public trackerEvidence checked Jul 27, 2026 · Latest decision Jul 24, 2026Public incidents are risk signals, not usage-adjusted rates
Allegation status: this record tracks a public allegation or unresolved matter. It must not be described as an adjudicated finding.
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In re Robert Giroux
CS Québec · Nov 26, 2025
CanadaEditorial impact: lowfake citationstrial
Direct answer
What happened in this matter?
The tracked record concerns the November 2025 Quebec Superior Court judgment in 2025 QCCS 4157 involving Robert Giroux and the Groupe Huot investment dispute. Contemporary reporting says the judgment ordered Giroux to pay about $128 million and that he appealed. The AI-related material is not a court finding in the retrieved reporting: Giroux’s lawyers alleged in the appeal that the judgment contained passages presented as verbatim evidence that were not in the record and references to non-existent case law, characterizing the anomalies as resembling AI-assisted-drafting hallucinations.…
- Why the court cared
- Not established in the retrieved source. The reported AI-related assertions come from the appellant’s appeal materials, while the first-instance judgment’s reasoning was separately challenged on several merits issues.
- Why it matters now
- It is a high-stakes example of why allegations about AI use by a court must be labeled as allegations and tied to appellate posture.
Why this matter is tracked
The tracked record concerns the November 2025 Quebec Superior Court judgment in 2025 QCCS 4157 involving Robert Giroux and the Groupe Huot investment dispute. Contemporary reporting says the judgment ordered Giroux to pay about $128 million and that he appealed. The AI-related material is not a court finding in the retrieved reporting: Giroux’s lawyers alleged in the appeal that the judgment contained passages presented as verbatim evidence that were not in the record and references to non-existent case law, characterizing the anomalies as resembling AI-assisted-drafting hallucinations. The same report describes the appeal as contesting the merits, the court’s fraud conclusions, and asset-freezing relief. The public record therefore supports a pending appellate allegation about the judgment, not a conclusion that the judge used AI or that AI caused an error.
Operational lesson
It is a high-stakes example of why allegations about AI use by a court must be labeled as allegations and tied to appellate posture.
Record details
CourtCS Québec
Jurisdictioninternational
CircuitNot recorded
DateNov 26, 2025
AI
AI toolAI (implied, unspecified)
Party typeJudge
OutcomeCurrently pending appeal
Known amountNot recorded
Professional sanctionNo
Attribution boundary
What the record establishes about AI use
reported
AI (implied, unspecified) is recorded in the source dataset; confirm the basis in the linked document.
Procedural posture
Currently pending appeal
Correction behavior
Correction behavior is not separately verified in the current record.
Tracked discrepancy record
1 citation, quotation, or authority issues are recorded in the source dataset.
- Fabricated: Case Law
Questions this record answers
- What happened in In re Robert Giroux?
- The tracked record concerns the November 2025 Quebec Superior Court judgment in 2025 QCCS 4157 involving Robert Giroux and the Groupe Huot investment dispute. Contemporary reporting says the judgment ordered Giroux to pay about $128 million and that he appealed. The AI-related material is not a court finding in the retrieved reporting: Giroux’s lawyers alleged in the appeal that the judgment contained passages presented as verbatim evidence that were not in the record and references to non-existent case law, characterizing the anomalies as resembling AI-assisted-drafting hallucinations.…
- Why does In re Robert Giroux matter for legal AI risk?
- It is a high-stakes example of why allegations about AI use by a court must be labeled as allegations and tied to appellate posture.
- What does the public record establish about In re Robert Giroux?
- The linked news report is reliable reporting about the appeal but is not the appellate disposition. The referenced CanLII judgment was identified, but its full text was not retrieved in this pass.
- Which source supports this In re Robert Giroux 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.