Factuality Baseline
We measure the system against known answers, authoritative sources, and accepted corporate reality.
Ritual Service VII
Hallucination Suppression
Confidence is not a source.
Reduce fabricated facts, false citations, invented policies, and confident departures from the agreed reality.
Field Indicators
Signs You Need Professional Assistance
Your organization may require immediate assistance if several of these conditions are present—or if one of them has begun making decisions.
- Citations lead nowhere
- Policies change between identical questions
- The model remembers meetings that never occurred
- Plausible answers arrive without supporting evidence
- Reality varies by user session
Scope of Work
What Hallucination Suppression Includes
Source Grounding
Responses are anchored to approved, current, and retrievable information.
Citation Controls
Claims can be traced, checked, and rejected when the cited document exists only conceptually.
Abstention Design
The system learns that “I do not know” is preferable to returning with folklore.
Reality Monitoring
Drift, source failures, and confidence anomalies are observed over time.
Containment Procedure
Our Working Method
Sample
Verify
Ground
Constrain
Monitor
Operating Principle
Return to the Agreed Reality
Your AI can be persuasive without being permitted to invent the universe in which it is correct.
Schedule Hallucination SuppressionBegin the Assessment
Your AI System Does Not Need to Be Normal
It needs to be useful, controlled, secure, understandable, and prevented from making irreversible decisions without supervision.
For urgent containment failures, disconnect external tools before completing the form.