Unverified50% confidenceOpinionExact time
Developing only at the agent level may cap results at 90 points; to meet the 95-point acceptance standard required by many enterprise projects, means such as model fine-tuning must be introduced.
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50%
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Long-term
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10/6/2026
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Unverified工作中90%的场景用MiniMax这样的中等模型即可解决，模型选择应基于任务复杂度而非盲目追求参数规模70% similarUnverifiedThe method operates at inference time, requires no model retraining, can run in real time, and has a 95th-percentile decision latency below 61 milliseconds, which falls within the 80-millisecond single-frame budget.65% similarUnverifiedIn agentic scenarios, large models can be used to generate high-quality task execution trajectories, which are then used to fine-tune models that are 10–100 times smaller in parameter count to perform specific subtasks.64% similar
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