In high-risk environments (healthcare, finance, aviation), software updates ensure that vulnerabilities are patched, new attack vectors are addressed, and integrity controls remain current.
AAIA highlights that outdated AI systems are vulnerable to:
Integrity attacks
Poisoning
Model evasion
Adversarial exploitation
Regular updates ensure that both the AI software and supporting infrastructure maintain resilience.