English

Cognitive Prompts Using Guilford's Structure of Intellect Model

Computation and Language 2025-04-04 v2 Artificial Intelligence

Abstract

Large language models (LLMs) demonstrate strong language generation capabilities but often struggle with structured reasoning, leading to inconsistent or suboptimal problem-solving. To mitigate this limitation, Guilford's Structure of Intellect (SOI) model - a foundational framework from intelligence theory - is leveraged as the basis for cognitive prompt engineering. The SOI model categorizes cognitive operations such as pattern recognition, memory retrieval, and evaluation, offering a systematic approach to enhancing LLM reasoning and decision-making. This position paper presents a novel cognitive prompting approach for enforcing SOI-inspired reasoning for improving clarity, coherence, and adaptability in model responses.

Keywords

Cite

@article{arxiv.2503.22036,
  title  = {Cognitive Prompts Using Guilford's Structure of Intellect Model},
  author = {Oliver Kramer},
  journal= {arXiv preprint arXiv:2503.22036},
  year   = {2025}
}
R2 v1 2026-06-28T22:37:29.170Z