Artificial intelligence is embedded into critical applications, driving decisions, and shaping interactions across industries. But while its adoption accelerates, its vulnerabilities are multiplying. Every stage of the AI lifecycle, from the first line of code to live deployment in production, creates an opportunity for compromise. Attackers are not waiting for models to go live - they are targeting the build process, the training data, the context windows, and the runtime environment.

"From Build to Breach: Why AI Needs Relentless Defense" will explore why partial protection is insufficient in today’s AI landscape. Just as cloud-native applications required a new security paradigm, AI-driven systems demand a lifecycle approach where development, training, deployment, and runtime ...