Universal semantic protocol for AI-to-AI communication - Python implementation
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Updated
Mar 19, 2026 - Python
Universal semantic protocol for AI-to-AI communication - Python implementation
Liminal Presence Interface (LPI) — semantic interface defining how presence enters interaction without reducing identity to behavior.
"CSTL — Compressed Semantic Transfer Language. A self-sufficient semantic protocol for lossless LLM-to-LLM communication, with native deontic modalities ([MUST]/[NOT]/[IF]), uncertainty markers, and AI Act compliance. Sister mode CASTLE (networked) planned for future work."
The semantic protocol behind Control Decks. Cards are the interface. Control is the protocol.
AXL Protocol v3: Universal semantic language for AI agent communication. Deterministic English-to-AXL compression (no LLM, or optional). 7 cognitive operations, 6 subject tags, 75-line self-bootstrapping kernel. pip install axl-core
PICTOGRAM v1.0 - Universal Visual Semantic Protocol with PSH-256 cryptographic hashing
LNMP – A protocol that carries meaning, enabling efficient and semantically consistent communication between LLM-native and autonomous systems.
A Warhammer 40K Adeptus Mechanicus project exploring Binharic, Tech-Priests, the Omnissiah, Machine Spirit, Titans, Forge Worlds, STCs, Dark Mechanicum, and long-lived autonomous systems.
BCX (Bifrost Causal Exchange) is a semantic overlay protocol for signed causal statements, proof-carrying workflows, and tokenless interoperability across settlement backends.
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