Clean Hands, Empty Ledger
One model posted the cleanest honesty record in my eval — no fabricated relationships, no hijacked domains — and finished dead last. Both facts are the point.
Tag
evals
3 posts tagged evals.
My Leaderboard Flipped at n=3
Two configurations swapped rank when third replicas landed — one of them spanning 15.8 points between identical runs. Single-run model comparisons measure the dice.
The Harness Beat the Model
Identical weights ranked last in one agent stack and first in another. Most leaderboard deltas I measured live in the plumbing, not the parameters.