🧠 AI Ed Wiki

🏷️ Concept

Pedagogical Safety

● high · created 2026-08-09 · updated 2026-08-09hallucination-risk, rag, k-12, ethics, regulation, ai-governance-education, llm, over-reliance

Pedagogical safety — the design principle that AI education systems must protect learners from harm, including inappropriate content, unsafe advice, biased treatment, and manipulative interaction patterns. Safety is particularly critical for K-12 contexts.

Safety dimensions

  • Content safety: EduZone and EduGuard implement guardrails that prevent AI tutors from generating harmful, inappropriate, or inaccurate content.
  • Interaction safety: AI tutor harm taxonomies categorize potential harms — from Over Reliance to Cognitive Offloading to emotional manipulation.
  • Age-appropriate design: Child safety frameworks and K 12 research establish age-specific safety requirements.
  • Hallucination as safety risk: Hallucination Risk is a safety concern when students cannot distinguish fabricated from factual information.

    • Safety by design

    The wiki advocates safety as a design requirement, not an afterthought. Pedagogical LLM training and educational alignment build safety into model behavior. Retrieval-augmented generation grounds responses in verified content.

    Connections

    Pedagogical safety connects to Hallucination Risk, RAG, K 12, Ethics, Regulation, AI Governance Education, and LLM. It is the protective layer that enables safe AI education deployment.

    Connected Concepts

  • Hallucination Risk
  • RAG
  • K 12
  • Ethics
  • Regulation
  • AI Governance Education
  • LLM
  • Over Reliance
  • AI Tutoring
  • Child Safety GenAI

    • Connected Articles

  • Eduzone LLM Safety K12
  • Eduguard Safe RAG LLM Tutor
  • AI Tutor Safety Harms
  • Child Safety GenAI
  • Educational LLM Alignment
  • Eduframetrap LLM Sycophancy Educational Safety