Ethical AI Principles
Our Commitment to Ethical AI
Classroom Pulse is committed to developing and deploying AI that is ethical, fair, and beneficial for all students and educators.
Human-Centered Design
AI augments human expertise, never replaces educator judgment. All decisions remain with qualified professionals.
Fairness & Non-Discrimination
We work to ensure our AI treats all students equitably regardless of background.
Transparency
We explain how our AI works and provide reasoning for recommendations.
Privacy First
Student data is never used to train general AI models. Each school's data remains isolated and secure.
Beneficence
Our AI is designed solely to improve educational outcomes and support student success.
Accountability
We take responsibility for our AI's outputs and provide channels for feedback and reporting concerns.
Professional Review Required
All AI-generated insights and recommendations require review by qualified educators, BCBAs, or special education specialists before implementation. Our AI is a tool to support professional decision-making, not replace it.