Over 100,000 educators across 55 U.S. school systems now have access to ChatGPT for Teachers. OpenAI provides these districts with secure AI tools and dedicated staff training. This incremental rollout tests classroom integration at scale. Practitioners should monitor how these specific institutional guardrails affect teacher productivity and student data privacy.