Evol-Instruct evolves simple instructions into complex ones. Given "Write a poem," it might evolve to "Write a sonnet about climate change using extended metaphor."
Evolution strategies:
- Add constraints (length, format, style)
- Increase reasoning depth
- Combine multiple tasks
- Add domain-specific requirements
This creates harder examples that teach more sophisticated behavior.