A fair comparison starts with the task
Before comparing models or review workflows, define the work and what would count as success.
Read the article04 / Ideas and methods
The
Notebook.
Writing about the choices behind Mixture of Models: why a ring, how to check an answer, and how to judge the extra work fairly.
More models aren't automatically better
A second model should have a job, and a benefit worth the extra work.
Read the articleWhy a ring, not just a vote?
Turn-taking gives a review structure. The claim record keeps the reasons, checks, and disagreements that a final vote can leave out.
Read the articleAbout these notes
Published by Andrei Vorobiev. These are explanatory articles, not reports of measured project results. Where an article draws on published research, it links to the original paper.