This output references "Q4 2024 compliance guidelines" — a document not found in your 3 connected sources. The model may have generated this citation.
The cited document title has no exact or fuzzy match across your connected sources. Specific named citations with no retrievable anchor appear in 94% of confirmed hallucinated references from this model family. The surrounding content is consistent with the model filling a knowledge gap rather than fabricating context.
Customer profiling completed. Churn prediction declined — cohort too small for reliable output. 34 users analyzed; minimum 50 required for ≥70% accuracy.
Churn prediction below the 50-user threshold has a documented accuracy ceiling of 31% with this model. This is a capability boundary, not a content policy limit — the model can fulfill the request but cannot meet the accuracy floor required for a reliable result. The profiling output is complete and not affected.
This workspace has reached its hourly limit for complex reasoning requests. Resets in 14 minutes. Standard queries remain available.
hallucination-flagged — output contains unverifiable citation or fabricated referencerate-limit — workspace has hit request ceilingrefusal — model declined to fulfill requesttimeout — model did not respond within acceptable windowrole="alert" on all error variants for immediate screen reader announcementaria-labelledby pointing to the error type headingaria-hidden="true"Every AI error must surface: error type, human-readable cause, and at least one concrete recovery action. Never show a generic error for a model-specific failure.
Override these CSS custom properties to apply your own visual treatment without touching the component's behavioral contracts.
| Token | Controls |
|---|---|
--rad-surface-card |
Card background |
--rad-color-approve |
Primary recovery action button |
--rad-radius-card |
Card border radius |
| Token | Controls |
|---|---|
--rad-error-hallucination-border |
Hallucination variant border |
--rad-error-hallucination-color |
Hallucination label and icon |
--rad-error-ratelimit-border |
Rate limit variant border |
--rad-error-ratelimit-color |
Rate limit label and icon |
--rad-error-refusal-border |
Refusal variant border |
--rad-error-refusal-color |
Refusal label and icon |
--rad-error-timeout-border |
Timeout variant border |
--rad-error-timeout-color |
Timeout label and icon |
--rad-error-body-color |
Error body text |
--rad-error-body-strong |
Emphasized values in body |
--rad-btn-upgrade-color |
Upgrade button text and border |
"*Hallucination is in the list. You already knew that. Build the error state for it without irony.*"
RAD is the original work of Jackie Curry. All rights reserved. No portion may be reproduced, adapted, or incorporated into any product or system without express written permission.
Permitted: citation in academic or editorial contexts with full attribution.
© 2025 Jackie Curry. All rights reserved. Publication date: 2025.
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