Everyone is navigating AI security in real time — even Google

A Google security executive has warned about the growing risk of 'shadow AI' — the use of artificial intelligence tools by employees without official approval or governance. The executive also acknowledged that even Google itself is still navigating AI security challenges, describing the situation as a 'learn-as-you-go' process.

The executive said that 'shadow AI' poses significant risks because employees may feed sensitive data into external AI models without oversight, potentially leading to data leaks or compliance violations. They emphasized that organizations need to establish clear policies and technical controls to prevent unauthorized AI usage, and that vendors should be held accountable for providing secure and governable tools. The warning comes as many companies rapidly adopt generative AI tools without mature security frameworks.

Google's admission that it is still figuring out AI security highlights the broader industry challenge: even major AI developers are not fully prepared for the security implications of widespread AI adoption. The executive's remarks suggest that the current approach to AI security is reactive, and that proactive governance measures are urgently needed. The article notes that several other tech companies have issued similar warnings, indicating a growing consensus that AI security governance lags behind capability deployment.