This is a Plain English Papers summary of a research paper called AI Does Project Management: Language Models Plan, Then Execute. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.
Overview
- DisCIPL enables language models to write their own reasoning programs
- Separates planning and execution between different model roles
- Matches performance of larger models using smaller models
- Introduces parallel inference strategies without needing fine-tuning
- Improves efficiency and verification in language model reasoning
Plain English Explanation
Think of DisCIPL as a smart project manager working with a team. The manager (Planner model) creates detailed instructions for solving complex problems. The team members (Follower models) then execute these instructions step by step.
Traditional [language models](https://aimod...
