Privacy & Ethical Considerations

Written By Christopher Lee

Last updated 6 months ago

Knobaseโ€™s AI-Powered Student Report Card is designed with student safety, data sovereignty, and ethical AI usage at its core. While the system delivers powerful insights and automation, it never compromises on privacy or transparency. Every report is generated within a secure, school-controlled environment, ensuring that sensitive student data remains protected and responsibly used.

Whether you're a teacher reviewing feedback or a parent accessing a summary, Knobase ensures that all interactions are governed by clear ethical standards and local data protection laws.


๐Ÿง  Why It Matters
โœ… Protects student identity and personal data
โœ… Ensures ethical use of AI in education
โœ… Builds trust with families and educators
โœ… Aligns with school values and legal frameworks


โš™๏ธ How It Works

๐Ÿ”’ Locally Hosted Infrastructure

  • All AI models and data are hosted on regional servers (e.g., in Hong Kong)

  • No data is transmitted to external providers like OpenAI, Google, or Meta

  • Built on open-source technologies (e.g., Supabase, DeepSeek) with enterprise-grade security

๐Ÿง‘โ€๐Ÿซ Teacher Control

  • Teachers can review, edit, and approve AI-generated feedback

  • No automated decisions are made without human oversight

  • Reports reflect school tone, rubric, and instructional philosophy

๐Ÿ‘จโ€๐Ÿ‘ฉโ€๐Ÿ‘ง Parent Transparency

  • Parents receive clear, translated summaries

  • Can view how feedback is generated and used

  • Option to opt-in for regular updates and comment on reports

๐Ÿ“Š Ethical AI Design

  • AI avoids bias, harmful advice, or inappropriate content

  • Flagging system detects and escalates sensitive prompts (e.g., distress, bullying)

  • Feedback is constructive, age-appropriate, and aligned with educational goals

๐Ÿง  Continuous Improvement

  • Feedback from teachers, students, and parents is used to refine AI behavior

  • Ethical review protocols ensure responsible deployment of new features


๐Ÿ“Œ Use Cases

ConcernKnobase Response

Data privacy

Locally hosted, no third-party access

Bias in feedback

Rubric-aligned, editable by teachers

Parent trust

Transparent summaries, multilingual support

Student safety

Flag analysis and counselor alerts