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ToolArtist achieves unprecedented synergy in image generation by unifying reasoning and tool use under a single agent policy, outperforming conventional methods.
TurnSight reveals that leveraging turn-level hindsight can dramatically enhance LLM performance in complex tool interactions, outperforming conventional reinforcement learning techniques.
Current vision-language models struggle to identify unsafe actions in dynamic household environments, highlighting a critical gap that HomeSafe-Bench aims to fill.
