| ▲ | andrewla 12 hours ago | |
I do think you've hit the heart of the question, but I don't think we can answer the second question. We can measure how unreliable they are, or how susceptible they are to specific changes, just because we can reset them to the same state and run the experiment again. At least for now [1] we do not have that capability with humans, so there's no way to run a matching experiment on humans. The best we can do it is probably to run the limited experiments we can do on humans -- comparing different judge's cross-referenced reliability to get an overall measure and some weak indicator of the reliability of a specific judge based on intra-judge agreement. But when running this on LLMs they would have to keep the previous cases in their context window to get a fair comparison. | ||