Research and reporting on how AI training and professional development are taking shape points to uneven implementation. While teacher AI training has increased since 2024, gaps remain in frequency and depth, and some educators continue to be reluctant. For higher education professionals, the implied lesson is transferable: job-embedded, ongoing support is more likely to change instruction than one-time sessions. The reporting also frames how training is being funded amid uncertainty around dedicated federal professional development sources.