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Stories, research, and notes from the Vitrus lab.

LVL-1 neural core and spatial knowledge pathways rendered in luminous ASCII geometry

LVL-1: A 100M Parameter Micro-World Model

ResearchSep 3, 2026

A shared physical world observed from multiple viewpoints in luminous ASCII geometry

Micro World Models

ResearchAug 11, 2026

A Vitrus robot facing broken motion trajectories and delayed perception in luminous ASCII geometry

Why frontier models can't pilot robots (yet)

EngineeringMar 11, 2026