Unverified50% confidenceFactTime unknown
Andrej Karpathy于2017年提出'软件2.0'概念，核心思想是传统软件由人类编写的显式指令构成，而软件2.0由神经网络权重构成
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026
Sources
验证驱动开发：释放AI编程真正潜力的关键
bilibiliDtsolaSpace
Related Claims
VerifiedKarpathy提出了软件1.0（显式规则代码）、软件2.0（神经网络训练）、软件3.0（提示词编程）的演进框架78% similarUnverifiedKarpathy defines Software 2.0 as a paradigm where the core of programming shifts from writing code to organizing datasets, designing objective functions, and training neural networks.77% similarUnverifiedKarpathy defines Software 1.0 as the traditional programming paradigm where humans write explicit code rules and computers execute according to predetermined logic.76% similarUnverifiedAndrej Karpathy等人将Context Engineering类比为传统软件工程中的内存管理64% similarUnverifiedKarpathy认为传统计算机能自动化你能在代码中指定的东西，而LLM能自动化你能验证的东西64% similar
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