Independent public-source case study
AI-generated judicial authorities, failed citation verification and the professional gatekeeping problem.
Full public PDF available
The public PDF is the human-approved Public Portfolio Edition for this demonstration. It gives prospective clients, researchers and institutions a substantive view of the evidence problem, verification method, findings and reliance boundaries without exposing controlled internal research materials.
Decision structure
Judicial authorities and legal propositions cannot be treated as reliable merely because they appear in a professionally formatted filing. The underlying authorities must exist, be correctly identified and support the proposition for which they are cited.
The public record documents AI-generated authorities and a breakdown in human citation verification. The case is useful because it separates tool use from the professional duty to verify the source before reliance.
The same control problem exists in academic and institutional research: fluent text, repeated citations and apparent authority do not substitute for opening the source, checking provenance and testing proposition fit.
This is evidence-assurance research, not legal advice, disciplinary opinion or expert evidence. The public case demonstrates source-control methods and reliance discipline.
Academic relevance
For universities, research offices, faculty and postgraduate research teams, this case is a concrete demonstration of why citation existence, source identity, quoted meaning and proposition fit should be checked before a finding is relied upon or published.
Aperture can scope the smallest responsible evidence review for an institution, research team, principal investigator or permitted postgraduate research need.
AI-ERA PROOF OF METHOD
Rapid orientation, summaries, issue lists, comparisons, document extraction and plausible first explanations.
Source-level verification, provenance, contradiction testing, disconfirming evidence, competing explanations, documented uncertainty and a reviewable evidence trail tied to the decision.
This case study illustrates the method. It does not imply that every matter requires the same depth of work.
Mata v. Avianca, Inc.