Irys
Irys is a product label found in the linked public record. AI Vortex has not added vendor claims beyond what is currently verifiable. Irys appears in 1 of 1,912 public corpus record (0.1%). This page describes the recorded dataset, not an incidence rate, prevalence of AI use, or a prediction of future outcomes.
What issues and consequences appear in records that identify Irys?
AI Vortex currently links 1 source-linked public matter that identify Irys. The most frequently recorded issue signals are Fabricated authorities (1), Fabricated or altered quotations (1) and Misrepresented authority (1). Recorded responses and outcomes include No adjudicated consequence recorded (1). Categories can overlap within the same matter, and these counts describe this public corpus rather than the overall behavior or sanction rate of the tool.
This profile currently contains only 1 source-linked record. Patterns are displayed for transparency but are not a stable basis for comparison.
Every count below links to the exact matching records. The linked source, subsequent docket history, and local procedural context remain controlling.
What problems appear in these records?
Issue categories can overlap within a single matter.
How did courts or authorities respond?
Response categories can overlap and do not imply that every matter ended in a sanction.
Who appears in these matters?
Which practice areas are represented?
How is AI involvement recorded?
Unspecified attribution is not evidence that a particular vendor was used.
When were these matters recorded?
Public records in this view
Showing the most recent 1 of 1 matching record.
Open all matching recordsScope and limitation
This page groups existing structured public-record fields. For judges, the counts describe matters in which that person is recorded as a decision-maker; they do not establish a judge’s general practices or sanction rate. For every entity type, the view is not a comparison against unobserved proceedings.
Product names and marks identify recorded tools only. AI Vortex does not imply vendor affiliation, endorsement, product-wide failure rates, or involvement beyond the linked public records.
Indexing and evidence status
This public entity profile is indexable with transparent source depth. It currently contains fewer than 3 source-linked records and should be read as a narrow corpus view, not a generalized pattern.