Matter of: KE System Services, Inc.
GAO · Dec 22, 2025
What happened in this matter?
The GAO dismissed the protest for lack of standing as an interested party. While the GAO identified that the pro se protester submitted fabricated legal citations and quotes likely generated by AI, it declined to impose sanctions in this instance, instead issuing a formal warning that future submissions of non-existent authority may result in sanctions.
- Why the court cared
- Fabricated: Case Law | Citation to 'KAES Enters., B-420916.2, 2022 CPD ¶ _' could not be located; the B-number corresponds to an unrelated unpublished decision and no published GAO decision matching the citation exists. || False Quotes: Case Law | Protester attributed direct quotations to GAO decisions that, when located, did not contain the quoted language; GAO could not verify the quoted passages. || Fabricated: Case Law | Multiple B-number or CPD citations provided by the protester could not be located or did not support the legal propositions for which they were cited.
- Why it matters now
- This record documents a Pro Se Litigant filing issue in GAO, with the listed outcome: no adjudicated outcome recorded.
Why this matter is tracked
In a bid protest before the GAO, a pro se protester submitted filings containing multiple fabricated legal citations and non-existent case law. The GAO identified that the protester cited non-existent decisions, including a purported 'KAES Enters.' case, and attributed direct quotations to GAO decisions that did not contain the cited language. The GAO determined these errors were consistent with the use of large-language models without adequate verification. While the GAO dismissed the protest primarily because the protester lacked standing as an 'interested party,' it explicitly addressed the submission of fabricated authorities. The GAO warned the protester that future submissions containing non-existent authority could result in the imposition of sanctions, though it declined to impose them in this specific instance.
This record documents a Pro Se Litigant filing issue in GAO, with the listed outcome: no adjudicated outcome recorded.
Record details
What the record establishes about AI use
The GAO attributed the errors to the use of a large-language model.
Bid protest dismissed by the GAO for lack of interested party status, with an accompanying warning regarding the submission of fabricated legal authorities.
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 | Citation to 'KAES Enters., B-420916.2, 2022 CPD ¶ _' could not be located; the B-number corresponds to an unrelated unpublished decision and no published GAO decision matching the citation exists.
- False Quotes: Case Law | Protester attributed direct quotations to GAO decisions that, when located, did not contain the quoted language; GAO could not verify the quoted passages.
- Fabricated: Case Law | Multiple B-number or CPD citations provided by the protester could not be located or did not support the legal propositions for which they were cited.
Questions this record answers
- What happened in Matter of: KE System Services, Inc.?
- The GAO dismissed the protest for lack of standing as an interested party. While the GAO identified that the pro se protester submitted fabricated legal citations and quotes likely generated by AI, it declined to impose sanctions in this instance, instead issuing a formal warning that future submissions of non-existent authority may result in sanctions.
- Why does Matter of: KE System Services, Inc. matter for legal AI risk?
- This record documents a Pro Se Litigant filing issue in GAO, with the listed outcome: no adjudicated outcome recorded.
- What does the public record establish about Matter of: KE System Services, Inc.?
- Retained unchanged after audit: the existing summary is source-specific, non-placeholder, and supported by the recorded source link. Read the underlying source before relying on it for legal advice or a filing.
- Which source supports this Matter of: KE System Services, Inc. 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.