Peer-Reviewed

Research

MOTIVE is grounded in peer-reviewed research, validated through systematic evaluation, and built on established theoretical foundations in cognitive science and human-AI interaction.

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Research Paper

IEEE ACDSA 2026

Read the peer-reviewed academic paper introducing the MOTIVE framework for human-centered prompt engineering.

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Theoretical Foundations

Explore the theoretical underpinnings of MOTIVE, including instructional design theory, cognitive load theory, and human-AI interaction research.

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Validation Results

Quantitative and qualitative results from MOTIVE's multi-domain validation study. Evaluation scores, expert feedback, and cross-model testing.

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Research at a Glance

IEEE
Published
5
Theories
10
Domains
3
AI Models