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University of California, Santa Barbara, University of California, Merced
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SelectStream reveals that selective memory allocation can dramatically enhance streaming video understanding, outperforming traditional methods by preserving scene perception without sacrificing performance.
Frontier models can't build playable games in one shot, but a closed-loop system using GUI agents to playtest and refine code achieves a 66.8% success rate, proving that game generation needs to be a conversation, not a translation.
