待验证50% 置信事实时间未知
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
来源数
50%
置信度
中期 (~90 天)
时效性
2026/7/2
首次发现
有效期至：2026/9/30
来源
相关事实
已验证Karpathy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% 相似待验证Karpathy 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% 相似待验证Karpathy defines Software 1.0 as the traditional programming paradigm where humans write explicit code rules and computers execute according to predetermined logic.77% 相似待验证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77% 相似待验证Karpathy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% 相似
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