Technical Preview: We are currently formalizing the Orion SDK documentation. The following sections represent the system architecture currently in protocol stabilization.
System Documentation
Explore the technical implementation and geometric principles of the Orion Manifold—a real-time, spatial interface for scientific reasoning.
Overview
Orion represents knowledge not as strings, but as positions within a high-dimensional vector space known as the Scientific Manifold. This allow researchers to identify "voids" in knowledge—testable hypotheses that have not yet been formalized.
Core Modules
Manifold SDK
Low-latency vector traversal with on-device embedding support for private discovery trajectories.
AR Spatial Layer
Projecting high-dimensional embeddings into physical space with sub-millimeter precision.
Privacy Guard
Differential privacy applied to all global updates from local manifold feedback loops.
Corpus Engine
Proprietary vectorization of 80M+ research papers across clinical and theoretical domains.
Semantic Search
Identify relationships between disparate fields using high-fidelity manifold clustering.
AR Collaborative
Shared spatial environments for multi-user scientific exploration and hypothesis mapping.
Protocol Security
Scientific discovery requires absolute privacy. Every research query on Orion is encrypted at the embedding level. Your "discovery trail" remains local to your device unless you explicitly publish your findings.