Science & Technology Review >

2025 , Vol. 43 >Issue 6: 14 - 20

DOI: https://doi.org/10.3981/j.issn.1000-7857.2025.02.00175

Commentary

DeepSeek: Technological innovations and development trends toward artificial general intelligence

  • Wenjun WU , 1, 2 ,
  • Xingchuang LIAO 1 ,
  • Jinkun ZHAO 1
Expand
  • 1. State Key Laboratory of Complex and Critical Software Environment, Beihang University, Beijing 100191, China
  • 2. International Innovation Institute, Beihang University, Hangzhou 311115, China

Received date: 2025-02-14

  Online published: 2025-04-19

Copyright

All rights reserved. Unauthorized reproduction is prohibited.
Fold

Cite this article

Wenjun WU , Xingchuang LIAO , Jinkun ZHAO . DeepSeek: Technological innovations and development trends toward artificial general intelligence[J]. Science & Technology Review, 2025 , 43(6) : 14 -20 . DOI: 10.3981/j.issn.1000-7857.2025.02.00175

References

Publishing order | Descend order by publishing year | Descend order by cited within
1
Liu A , Feng B , Xue B , et al. DeepSeek-V3 technical report[J]. Computer Science, 2024,

DOI

2
DeepSeek-AI , Guo D Y , Yang D J , et al. DeepSeek-R1:Incentivizing reasoning capability in LLMs via reinforcement learning[J]. Computer Science, 2025,

DOI

3
Jaech A , Kalai A , Lerer A , et al. Openai o1 system card[J]. Computer Science, 2024,

DOI

4
Vaswani A . Attention is all you need[J]. Advances in Neural Information Processing Systems, 2017,

DOI

5
Huang L , Yu W J , Ma W T , et al. A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions[J]. ACM Transactions on Information Systems, 2025, 43 (2): 1- 55.

6
Shao Z H , Wang P Y , Zhu Q H , et al. DeepSeekMath: Pushing the limits of mathematical reasoning in open lang-uage models[J]. Computer Science, 2024,

DOI

7
Xin H J , Ren Z Z , Song J X , et al. DeepSeek-prover-V1.5:Harnessing proof assistant feedback for reinforcement learning and Monte-Carlo tree searc[J]. Computer Science, 2024,

DOI

8
Achiam J , Adler S , Agarwal S , et al. Gpt-4 technical report[J]. Computer Science, 2023,

DOI

9
Team G , Anil R , Borgeaud S , et al. Gemini: A family of highly capable multimodal models[J]. Computer Science, 2023,

DOI

10
Schulman J , Wolski F , Dhariwal P , et al. Proximal policy optimization algorithms[J]. Computer Science, 2017,

DOI

11
de Moura L, Ullrich S. The lean 4 theorem prover and programming language[C]//Automated Deduction-CADE 28: 28th International Conference on Automated Deduction, Virtual Event. Cham: Springer International Publishing, 2021: 625-635.

12
Kaplan J , McCandlish S , Henighan T , et al. Scaling laws for neural language models[J]. Computer Science, 2020,

DOI

13
Touvron H , Lavril T , Izacard G , et al. LLaMA: Open and efficient foundation language models[J]. Computer Science, 2023,

DOI

14
Jones N . The AI revolution is running out of data. What can researchers do?[J]. Nature, 2024, 636 (8042): 290- 292.

DOI

15
Liu Z H , Wang Y H , Han K , et al. Post-training quantization for vision transformer[J]. Advances in Neural Information Processing Systems, 2021, 34: 28092- 28103.

Options
Outlines

/

〈 〉

Contact

  • Add：No. 86 Xueyuan South Road, Haidian District, Beijing　 Postal Code：100081
  • Tel: +86-10-62138113　Fax: +86-10-62138113
  • E-mail：kjdbbjb@cast.org.cn

    • Visited

      Total visitors:
      Visitors of today:
      Now online:
    Copyright © Science & Technology Review, All Rights Reserved.