Prompt injection and hallucinations are challenges in AI development as it is unclear how AIs know what to do and how to completely block off prompt injection. These issues remain unsolved problems, posing limitations on what can be built with AI systems. Hallucination problems are inherent features of AI and must be recognized when designing AI systems.