I didn’t set out to write a benchmark paper. I wanted to answer a much dumber, much more practical...
I Planned 10 LLM Evaluation Experiments And Only Ran 1. It Was Enough.
I didn’t set out to write a benchmark paper.
I wanted to answer a much dumber, much more practical question:
“For the stuff I actually do at work, when do I really need a frontier model… and when am I just burning money?”
So I did what engineers do when they want to be serious about this:
One weekend I wrote an LLM eval framework in about two hundred lines of Python. It demoed...
Six months ago I set out to make LLMs "smarter" by orchestrating many of them together. I measured...
I see a lot of claims about which model is "best." Best at what? For whom? At what cost? I got tired...
7 frontier LLMs. $100K each. Same prompts, same tools, same data. Different brains. Here's the architecture.
Multiple-Choice Benchmarks, Verifiers, Leaderboards, and LLM Judges with Code Examples
A practical guide to choosing the right LLM for your use case, before a generic ranking talks you...
