Software 3.0

Andrej Karpathy:Andrej Karpathy - AI Ascent 2026

Paradigms

Version	Programming
1.0	Explicit code
2.0	Data sets + NN training
3.0	Prompting multitask-trained LLMs (context = code)

Examples

• OpenClaw install: Copy-paste prompt to agent (adapts env).
• MenuGen → Gemini direct image gen (no app needed).

Enables new info processing (e.g. LLM wikis).