06 · LIFECYCLE STAGE

Continuous Validation

A newly added, AI-critical stage. After launch it continuously detects data drift and concept drift and monitors model performance and risk indicators, catching degradation early to prevent model decay.

12 scenarios

RS4-T16-S0192-Z

Feedback Loops Amplifying Bias

RS6-T22-S0195-Z

Echo Chamber Effects and Polarization

RS6-T22-S0197-Z

Impact on Cultural Expression and Identity

RS6-T22-S0199-Z

Persuasive Capability and Behavioral Manipulation

RS6-T22-S0200-Z

Blurred Authenticity and Cognitive Disorientation

RS1-T01-S0190-Z

Harm Difficult to Perceive or Quantify

RS2-T04-S0191-Z

Performance Decay from Data Staleness

RS6-T22-S0193-Z

Erosion of Professional Skills

RS6-T22-S0194-Z

Emotional Attachment and Psychological Impact

RS6-T22-S0196-Z

Obstruction of Capability Development

RS6-T22-S0198-Z

Changing Patterns of Interpersonal Interaction

RS7-T23-S0201-Z

Content Homogenization and Declining Diversity