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Responsible AI

Human-in-the-loop use, privacy, and reliability.

AI Noise Filter

Why Responsible AI in Schools Needs a Source of Truth

AI can be useful in schools, but only when it is grounded in trusted sources, protected by clear guardrails, and connected to real instructional workflows. This post explains why responsible AI requires more than better prompts and introduces a governance-first approach using RAG, human review, and GuidedIQ.

AI Systems

5 Questions to Evaluate Any AI Tool in Under 5 Minutes

A practical five-question framework educators and school leaders can use to evaluate AI tools for workflow fit, verification burden, context, risk, and teacher judgment.

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