Expired50% confidenceFactTime unknown
Karpathy 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.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
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80% similarUnverifiedKarpathy defines Software 3.0 as a paradigm where the essence of programming shifts to prompt engineering, with large language models becoming a new universal computational interpreter.79% similarUnverifiedKarpathy defines Software 1.0 as the traditional programming paradigm where humans write explicit code rules and computers execute according to predetermined logic.77% similarUnverifiedAndrej 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77% similarUnverifiedKarpathy的编码Agent Prompt方案注重让Agent在执行前先进行规划，明确目标后再调用工具，而非盲目逐步探索代码库66% similar
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