Generally, hold AI stocks long-term to benefit from technology adoption rather than trying to time the market. However, consider selling if a company fails to deliver on AI strategy, loses competitive advantage, or faces major security/legal issues. Also evaluate during periods of overheating or if a stock becomes overvalued relative to growth.