金十数据5月14日讯,非营利AI研究机构Epoch AI最新发布报告,指出AI企业难以从推理模型中,持续榨取巨大性能收益,最快在一年内,推理模型的进步将放缓。报告基于公开数据和假设,强调了计算资源的限制和研究开销的增加。AI行业长期依赖这些模型来提升基准表现,但这种依赖性正面临挑战。该机构分析师Josh You指出推理模型的兴起,源于其在特定任务上的出色表现。例如,OpenAI的o3模型在最近几个月里,主要提升数学和编程技能。而这些推理模型通过增加计算资源来解决问题,从而提升性能,不过作为代价,这些推理模型需要更多计算来处理复杂任务,因此比传统模型耗时更长。
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