A Plan Is Not a Path / Research collection
Research
library.
The question, the evidence and the work behind it.
Research documents alongside the original experimental records.
Reading sequence
Inside the study
Begin with the application. Use the methods and source record to examine how the result was obtained.
Application
Personal experience, a systematic evaluation and proposals for better LLM assistance.
Read online Markdown available02↗Methods & results
The pinned checkpoint, full experimental settings, every cash level and reproduction commands.
Read online Markdown available03↗Theory & improvements
The economic mechanism and specific proposals for data, supervision and institutional support.
Read online Markdown available04↗Sources & development
Published references, synthetic assumptions and every stage of the experiment's development.
Read online Markdown available05↗Data guide
A guide to the original records, reading copies, fields and reproduction workflow.
Read online Markdown available06↗Example task
Read all six notices for one saved request, with the exact amounts, dates and funding conditions.
Read online Markdown available07↗Full essay
The extended account, interactive-study captions and complete academic references.
Read online Markdown availableOriginal experiment
504 responses.
Every response is available.
The evaluated prompts and original model prose are Chinese. English prompt copies and outcome records make all 504 tasks and scored results accessible; the original responses remain available alongside them.
The short paper
The study in five pages.
Methods, three figures, complete findings and development context in one report.
Open the paper ↗