State superintendent hopefuls are outlining divergent strategies for AI in classrooms during recent candidate forums. Some prioritize strict guardrails to prevent cheating, while others push for rapid literacy programs. These competing visions will dictate how California schools regulate generative tools. The outcome determines whether AI becomes a mandated skill or a restricted utility.