Tagged articles

Physical Reasoning

2 articles · Page 1 of 1

Machine Learning Algorithms & Natural Language Processing

Aug 28, 2026 · Artificial Intelligence

Code-as-World: Reconstructing the Physical World from Video

The article introduces Code-as-World, a framework that turns visual observations into executable, verifiable code describing objects, dynamics, and appearance, enabling agents to iteratively propose, simulate, and refine world hypotheses and achieving state‑of‑the‑art results on physical reasoning benchmarks.

Agentic DiscoveryCode-as-WorldExecutable World

0 likes · 13 min read

Code-as-World: Reconstructing the Physical World from Video

Machine Heart

May 10, 2026 · Artificial Intelligence

The First Industry Survey of Vision World Models: Toward a Higher‑Intelligence Visual Paradigm

This survey introduces vision world models as a central driver for AI to learn physical and causal dynamics directly from visual data, presents a unified "representation‑learning‑simulation" framework, categorises four major technical routes, outlines evaluation metrics and datasets, and proposes a 3R roadmap for the next generation of world models.

Future DirectionsGenerative ModelingPhysical Reasoning

0 likes · 15 min read

The First Industry Survey of Vision World Models: Toward a Higher‑Intelligence Visual Paradigm