Liquid Interfaces: A Dynamic Ontology for the Interoperability of Autonomous Systems
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Abstract (arXiv)
Contemporary software architectures struggle to support autonomous agents whose reasoning is adaptive, probabilistic, and context-dependent, while system integration remains dominated by static interfaces and deterministic contracts. This paper introduces Liquid Interfaces, a coordination paradigm in which interfaces are not persistent technical artifacts, but ephemeral relational events that emerge through intention articulation and semantic negotiation at runtime.We formalize this model and present the Liquid Interface Protocol (LIP),which governs intention-driven interaction, negotiated execution, and enforce ephemerality under semantic uncertainty. We further discuss the governance implications of this approach and describe a reference architecture that demonstrates practical feasibility. Liquid Interfaces provide a principled foundation for adaptive coordination in agent-based systems
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References · 6
- 2023Toolformer: Language Models Can Teach Themselves to Use Toolscited by 4,182
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- 2023Tree of Thoughts: Deliberate Problem Solving with Large Language Modelscited by 3,211
- 2022Language Models (Mostly) Know What They Knowcited by 1,856
- 2025On the Fundamental Limits of LLMs at Scalecited by 18
- 2025Self-Organizing Agent Network for LLM-based Workflow Automationcited by 12
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