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Artifact-centered evaluations reveal that LLM agents can achieve an 88.6% success rate in structural engineering tasks, but still struggle with invalid inputs and model consistency.
Forget disjointed workflows: AutoCut's unified token space for video, audio, and text slashes ad production costs while boosting consistency.
Floor plan generation gets a major upgrade with HouseMind, a multimodal LLM that uses discrete room-instance tokens to achieve unprecedented geometric validity and controllability.
