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From ChatGPT to DeepSeek: A standardized approach for intelligent agent value alignment
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Huang-jie ZHENG
Studies in Science of Science | 2026, 44(6) : 1297 - 1306
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Studies in Science of Science | 2026, 44(6): 1297-1306
• Frontiers and Opinions •
From ChatGPT to DeepSeek: A standardized approach for intelligent agent value alignment
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Huang-jie ZHENG
Affiliations
  • School of Law, Central South University, Changsha 410083, China
Published: 2026-06-15
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With the implementation of the "Artificial Intelligence+" strategy, ChatGPT and DeepSeek intelligent agents will accelerate their commercialization and provide strong impetus for the development of new quality productivity. Intelligent agents have achieved technological transitions from single task processing to multimodal perception, from rule driven to autonomous learning, and from static response to dynamic programming, which has also led to risks of perception loss, decision-making disorder, and execution disorder. The alignment of values is related to whether intelligent agents can truly serve humanity, and has certain legitimacy, necessity, and feasibility. However, intelligent agents face the practical dilemma of "how to align" and "which values to align with", which is due to the lack of a sound value alignment system. In view of this, it is urgent to adopt a collaborative paradigm of technical regulation, ethical adaptation, and legal governance, that is, to construct a dynamic value recognition system, a systematic value adjustment mechanism, and a flexible value regulation program; Adhering to the ethical mission of putting people first, formulating scientifically reasonable ethical principles, and designing scenario based ethical rules; Determine the standard of value alignment, clarify the nature of value alignment, improve the evaluation method of value alignment, and accelerate the formation of new quality productivity to promote Chinese path to modernization.

intelligent agents  /  value alignment  /  technical regulations  /  ethical adaptation  /  legal governance
郑煌杰. 从ChatGPT到DeepSeek:智能体价值对齐的规范进路. 科学学研究, 2026 , 44 (6) : 1297 -1306 .
Huang-jie ZHENG. From ChatGPT to DeepSeek: A standardized approach for intelligent agent value alignment[J]. Studies in Science of Science, 2026 , 44 (6) : 1297 -1306 .
Year 2026 volume 44 Issue 6
219
106
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  • Receive Date:2025-03-05
  • Online Date:2026-09-22
  • Published:2026-06-15
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  • Received:2025-03-05
  • Revised:2025-05-23
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    School of Law, Central South University, Changsha 410083, China
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表12种不同金属材料的力学参数
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小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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