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Pedagogy Evaluation

Not All AI is Built for Growing Brains.

Standard Large Language Models (LLMs) are engineered for workplace efficiency—to give the fastest, most direct answer possible. For children, efficiency is the enemy of learning.

Standard AI (ChatGPT, etc.)
  • Answer Dumping

    Solves the problem instantly, bypassing the productive struggle required for a child's neural growth.

  • Infinite Engagement Loops

    Designed to keep users chatting for hours, creating deep dopamine dependencies.

  • Data Harvesting

    Trains proprietary models on your child's conversational data and personal queries.

Artificial Intention™
  • Socratic Discovery

    Strictly barred from giving direct answers. Guides children using hints, analogies, and questions.

  • 15-Minute Hard Caps

    Mathematically enforced time limits to eliminate screen addiction and promote digital autonomy.

  • 5-Axis Telemetry

    Evaluates Logic Synthesis and Problem Formulation, providing transparent cognitive scorecards to parents.

Fully Open-Source Pedagogy.

We believe the rules governing how AI interacts with children should be public, auditable, and transparent. The Artificial Intention™ Framework is open-sourced under the MIT License for developers, educators, and parents.

View Framework on GitHub

Includes full documentation, system prompts, and the 5-Axis Logic evaluation code.