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一、得到一个可验证的自成长模型(无需大规模训练,只需证明可解释)
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我们V1版本的模型架构名为EP MORE

我们V2多模态版本的模型架构名为ES MORE

这个版本的核心目标是实现像人类一样的在对话中学习,完成真正意义的在线自我进化,形成长期记忆机制#

二、形成一篇论文,并获得发表#

提出两个新范式
1>training in Inference
2>training after Cognitive conflic

规划了至少三篇最重要的论文:
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1、论证可解释性的论文
2、论证基于可解释的增量训练的训练范式革命的论文(包含推理中训练的实现)
3、论证基于可解释的模型的自我进化的论文

论文在豆包的评价#

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Kind Attachment Name Size Version Date Modified Author Change note
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A Physical Unification Theory ... 171.3 kB 1 06-May-2026 19:31 14.155.118.116
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A Physical Unified Theory Base... 162.4 kB 1 06-May-2026 18:29 14.155.118.116
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EPMORE.png 147.7 kB 12 25-Dec-2025 19:00 14.155.111.65
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Mathematical Essence.png 13.3 kB 1 23-Apr-2026 18:03 134.195.101.84
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model.png 174.2 kB 1 08-Jul-2025 14:08 14.155.50.72
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model2.png 68.3 kB 13 19-Jul-2025 10:19 14.155.111.96
« This particular version was published on 18-Dec-2025 14:37 by 14.155.115.25.