AI Input Tokens Reduced

Updated: April 3, 2026

Description

Severity: Info

A decrease in the number of input tokens sent to the AI model has been detected.

While this could indicate optimization, it may also suggest missing data or an unintended change in input structure.

Remediation

Verify that the reduction in input size does not compromise response quality.

Security Frameworks

The functionality and behavior of the AI system and its components - as identified in the MAP function - are monitored when in production.

The organization shall define and document the necessary elements for the ongoing operation of the AI system. At the minimum, this should include system and performance monitoring, repairs, updates and support.

The organization shall determine at which phases of the AI system life cycle, record keeping of event logs should be enabled, but at the minimum when the AI system is in use.

A single fault (hallucination, malicious input, corrupted tool, or poisoned memory) propagates across autonomous agents, compounding into system-wide harm.