Featured Discovery

Topological Manifolds in Sparse Semantic Embedding

A foundational investigation into the geometric properties of high-dimensional sparse regions and their impact on predictive reasoning within discovery engines.

Dr. Elias Thorne, Orion Research
Manifold Visualization

Technical Repository

4 publications indexed
Feb 12, 2026White Paper

Hallucination Prevention via Feasibility Scoring

Rigorous filtering mechanisms for grounding generative discovery against established physical and mathematical constraints.

Jan 24, 2026Research Paper

Multimodal Manifold Linking: Vision & Language

Synchronization of orthogonal embedding manifolds for cross-disciplinary hypothesis generation.

Dec 15, 2025Security Paper

Decentralized Vector Manifolds for Research Privacy

Architecting local-first embedding pipelines that preserve data sovereignty without compromising performance.

Nov 02, 2025Technical Report

Regional Sparsity and the limits of Interpolation

Probing the density thresholds required for reliable hypothesis synthesis in unknown chemical spaces.