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."
PICTOGRAM v1.0 - Universal Visual Semantic Protocol with PSH-256 cryptographic hashing
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
LNMP – A protocol that carries meaning, enabling efficient and semantically consistent communication between LLM-native and autonomous systems.
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