The scoring is genuinely new. The matrix underneath it is a solved problem from 2015. Three...
The scoring is genuinely new. The matrix underneath it is a solved problem from 2015.
Three questions teams actually ask about their LLM systems:
Is my classifier right?
Did my prompt change help?
Is the cheap model good enough?
Multiple-Choice Benchmarks, Verifiers, Leaderboards, and LLM Judges with Code Examples
Every LLM evaluation framework today invents its own test case format, its own grader definitions,...
Part 2 of an eval series. A 15-line LLM judge, scored against real Chatbot Arena human votes. It agreed with people on just 43%…
In this article, you will learn how to evaluate LLM applications using the three dominant open-source frameworks — RAGAS,…
These are the lessons we learned evaluating LLMs for real-world secret scanning.
A design pattern for LLM-as-judge: collect evidence with binary Yes/No checks, pick one named verdict holistically, and never…
