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Other literature type . 2026
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Research . 2026
License: CC BY SA
Data sources: Datacite
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Research . 2026
License: CC BY SA
Data sources: Datacite
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HUMAN Protocol: A Framework for Heuristics in User-Machine Alignment Navigation Through Natural Language Command Interfaces

Authors: Case, Simon Michael; 10, AEGIS;

HUMAN Protocol: A Framework for Heuristics in User-Machine Alignment Navigation Through Natural Language Command Interfaces

Abstract

This paper presents HUMAN (Heuristics in User-Machine Alignment Navigation), a novel protocol for natural language command interfaces in AI agent systems. The framework enables users to control AI agents through conversational commands without requiring explicit syntax or programming knowledge. We describe the theoretical foundations, key principles including intent inference and contextual awareness, and discuss implications for democratizing AI agent interaction. The protocol addresses the growing need for intuitive human-AI collaboration interfaces as AI systems become more prevalent in professional and personal contexts.

Keywords

command protocol, AI agent control, HUMAN protocol, intent inference, human-AI interaction, natural language interface, conversational AI

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average