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To ensure equitable education for everyone, understanding how we handle technological innovations is essential. This descriptive case study investigated changes in teachers’ self-efficacy beliefs, knowledge, and perceptions before and after using a generative AI chatbot, ChatGPT, over the course of a semester. The goal was to better understand the factors that affect the adoption of generative AI chatbots in K-12 education. Additionally, we explored how teachers' concerns about adopting the technology related to their beliefs, knowledge, and perceptions of the tool. Quantitative analyses from this study highlighted interesting patterns of teacher factors in a professional development context.