Hello everyone,
I’d like to propose a small, sourced addition to the article, placed near the end of the section on *Generative AI–based agent communication protocols*.
The intent is to document the emergence of **semantically explicit frameworks** that extend agent communication beyond AI–AI interaction to include Human–AI and AI–Robot communication. Specifically, the proposal references the *Universal Logos (UL) Handbook* (2025), which introduces a formalized message structure based on explicit semantic atoms (entities, relations, time, modality, evidence, confidence) within an envelope–core model.
Here is the proposed paragraph for review:
> Semantically explicit communication frameworks such as Universal Logos (UL) extend the concept of agent interaction to include Human–AI, AI–AI, and AI–Robot communication. UL defines an envelope–core message format where each statement encodes atomic semantic elements—such as entities, relations, time, modality, evidence, and confidence—to achieve explicit meaning representation and interoperability across heterogeneous intelligent systems. Unlike ontology-bound or purely generative protocols, UL aims to serve as a universal interlingua for reasoning and knowledge exchange between agents of different architectures.[1]
- Disclosure:** I am the author of the cited handbook and therefore have a potential **conflict of interest (COI)** as described in Wikipedia’s COI guidelines.
I am not editing the article directly, but am submitting this proposal here for community review and consensus.
Any feedback, revisions, or external sources that could help balance this section are most welcome.
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- Patgerman2025* (talk) • 9 October 2025
Patgerman2025 (talk) 08:50, 9 October 2025 (UTC)
