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Focus AI Center, Focus Technology Co, Focus Technology Co., Ltd
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Tool Suppression reveals that enforcing JSON Schema constraints can inadvertently prevent LLMs from invoking essential tools, challenging assumptions about model behavior under joint constraints.
LLM agent performance hinges as much on the agent architecture's synergy with the model as on the model's intrinsic capabilities, challenging the assumption that bigger models automatically translate to better agents.