Research
10 min read
Spatial, Visual, and Embodied: The Convergence of Edge-Native Foundation Models
How WildDet3D, MolmoWeb, and HY-Embodied are building the foundation of sovereign intelligence.
April 14, 2026Read more →
Exploring the frontiers of on-device AI and decentralized intelligence.
How WildDet3D, MolmoWeb, and HY-Embodied are building the foundation of sovereign intelligence.

Gemma 4, TurboQuant, and Nemotron 3 Super represent a coordinated push toward efficient, open, and agentic AI.
How looped language models and latent planning are redefining the relationship between model size and reasoning capability.