摘要: In this paper, we propose a new approach to building a artificial general intelligence with self awareness, which includes: (1) a new method to implement attention mechanisms; (2) a way to give machines self-demands; (3) how to form a value evaluation system compatible with the network; (4) a way to create the world models; (5) how to realize a top-down, hierarchical thinking decision-making chain; (6) a way to achieve general decision-making and response capabilities; (7) a way for a machine to directly obtain human experience through language. In the paper, we first analyze some of the shortcomings of current LLMs (Large Language Model) and propose ideas for improvement. Then we analyze why our scheme can solve the above problems and provide detailed steps for implementing our scheme. In chapter 6, we analyze the advantages and disadvantages of our scheme and propose further research directions. Finally, we propose our thoughts on the next step of AI development.
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来自：
曾婷
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分类：
计算机科学
>>
计算机科学技术其他学科
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说明：
Build a baby machine, then learn lifelong, and grow up. The idea has been around for many years, now we propose asolution steps with details. We believe that we must make machines preserve and understand the temporal relationship between tokens, as temporalrelationships represent causal logic, which is necessary for understanding the world rather than imitating it. In fact,human cognition of this world began by summarizing the temporal relationship between tokens. Babies, throughobservation, perceive that there is an implicit connection between things that appear close to time. This kind ofconnection is the foundation for the babys brain to establish all relationships between things, regardless of what he/shewill call the various combinations of these relationships in the future. AGI is the original intention of artificial intelligence, but also the crown of artificial intelligence. We present a setof technical solutions for implementing general AI, including implementation steps with step by step. In reference 25 26 27 28 29 30 31 , we reveal in detail with more technical steps. It may be one of the possible paths to AGI.Of course, we are deeply convinced that AGI technology belongs to all mankind, and the great wealth brought by AGIalso belongs to all mankind.
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投稿状态：
未投稿
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引用：
ChinaXiv:202312.00278
(或此版本
ChinaXiv:202312.00278V1)
DOI:10.12074/202312.00278V1
CSTR:32003.36.ChinaXiv.202312.00278.V1
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科创链TXID：
f38161bf-28b7-44c7-b47f-d6c3b76ee792
- 推荐引用方式：
Yongcongchen,Ting Zeng,Jun Zhang.A Method for Creating a Artificial General Intelligence with Self-Awareness.null.[ChinaXiv:202312.00278V1]
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