Cloud Security Alliance AI Safety Initiative

The rapid commercialization of artificial intelligence has produced a market structure that bears an uncomfortable resemblance to the conditions regulators spent decades trying to prevent in telecommunications and financial services: a small number o...

Constructive engagement should focus on three concrete needs: a clarification that AI-specific attack vectors including data poisoning, model manipulation, adversarial ML inputs, and supply chain compromise of model artifacts constitute qualifying cy...

Effective human oversight for agentic systems requires interrupt conditions—predefined thresholds at which agent execution is paused and human review is required—combined with real-time monitoring infrastructure capable of detecting anomalous action ...