An LLM agentic system builds executable GEST specifications via a hierarchical Director-Scene Builder architecture with Relation Subagents, then runs them in a 3D engine, outperforming neural models on physical validity and semantic alignment in human and jury evaluations.
Generative agents: Interactive simulacra of human behavior
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Agentic Video Generation: From Text to Executable Event Graphs via Tool-Constrained LLM Planning
An LLM agentic system builds executable GEST specifications via a hierarchical Director-Scene Builder architecture with Relation Subagents, then runs them in a 3D engine, outperforming neural models on physical validity and semantic alignment in human and jury evaluations.