mlsanityData to 7 Oct 2026

CogErgLLM: Exploring Large Language Model Systems Design Perspective Using Cognitive Ergonomics

arXiv 2407.02885 ↗First posted 3 Jul 2024cs.HC cs.CL cs.CYcited by 3

Not on the map. Why?

Abstract (arXiv)

Integrating cognitive ergonomics with LLMs is crucial for improving safety, reliability, and user satisfaction in human-AI interactions. Current LLM designs often lack this integration, resulting in systems that may not fully align with human cognitive capabilities and limitations. This oversight exacerbates biases in LLM outputs and leads to suboptimal user experiences due to inconsistent application of user-centered design principles. Researchers are increasingly leveraging NLP, particularly LLMs, to model and understand human behavior across social sciences, psychology, psychiatry, health, and neuroscience. Our position paper explores the need to integrate cognitive ergonomics into LLM design, providing a comprehensive framework and practical guidelines for ethical development. By addressing these challenges, we aim to advance safer, more reliable, and ethically sound human-AI interactions.

Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). Builds on 9 of its 36 references that are in the map. First posted on arXiv 3 Jul 2024.

Builds on

9 of 36 references.

References · 9

  1. 2024Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Securitycited by 257
  2. 2023Bridging the Gulf of Envisioning: Cognitive Design Challenges in LLM Interfacescited by 71
  3. 2023Penetrative AI: Making LLMs Comprehend the Physical Worldcited by 64
  4. 2024Determinants of LLM-assisted Decision-Makingcited by 55
  5. 2024"We Need Structured Output": Towards User-centered Constraints on Large Language Model Outputcited by 46
  6. 2024LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendationscited by 24
  7. 2024LLMs as Writing Assistants: Exploring Perspectives on Sense of Ownership and Reasoningcited by 12
  8. 2024Ink and Individuality: Crafting a Personalised Narrative in the Age of LLMscited by 5
  9. 2024Towards a Psychology of Machines: Large Language Models Predict Human Memorycited by 4

Built on by

Cited by year

Citing papers per year: 2025: 3.

3 papers.