AI-Driven Hardware Security: Architectures, Chips, and TrustAI in modern computing systems transforms how hardware security is designed and defended. AI driven hardware security utilizes machine learning and intelligent algorithms to detect threats, predict vulnerabilities, and respond to attacks at the hardware level. By enabling adaptive, real time protection against sophisticated attacks, AI introduces a proactive security tactic that evolves with new threats. This convergence of AI and hardware security