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Most video generation models fail to accurately render fine-grained, program-specified world events, with PROWBench revealing significant discrepancies between intended logic and visual output.
LLM/VLM agents significantly outperform non-agentic methods in preserving unedited parts during iterative 3D asset modification, but current agentic edits are prohibitively slow.