This repository implements a dictionary-driven, sheaf-based semantic communication framework for heterogeneous AI agents, learning both the communication topology and sheaf maps for latent-space alignment, supported by a sparse dictionary–based semantic denoising and compression module that builds a shared global semantic space.
This repository contains the Trivian Invitation Protocol, a cooperative intelligence framework for human–AI harmonic function and multi-agent alignment.
RippleLogic: a rights-constrained, uncertainty-aware decision framework for research and teaching. v13.0 / SGP v8.8; specifications, evidence, and reproducible checks.
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