# ANSWER.md — To Mike

## Final score

**8/10** — from the stricter rater, sustained over the last 4 rounds without improvement.

## Why the loop stopped

After 10 rounds of optimization, the stricter rater converged on 8/10 and stayed there. The proposal addressed every concrete objection Dan raised — calibration, false precision, task selection, editorial safeguards, optional scoring, trial framing, pre-defined rubrics — but the simulation sees remaining governance questions (who scores, how disputes resolve) as inherent to adding numbers to a qualitative practice. Those questions can only be resolved by running the trial and revising; a written proposal can't pre-settle them.

## Does it carry your concern or trade it away?

**Still carries your concern, but redesigned so the concern is the feature, not the flaw.**

Your worry was that an 8-task benchmark would add false precision and lose researcher credibility. The final proposal doesn't try to be a credible benchmark. It's explicitly a "practitioner artifact" — numbers are coarse (1–4, not 0–100), optional, below the fold, and always accompanied by written justification. The point is to make judgment *arguable*, not statistically authoritative.

The trade: we give up the pretense of researcher-grade rigor entirely. What we gain is a system where score–preference disagreement becomes the headline finding (like with Sol), which is exactly the kind of story our readers come to Every for. Researchers who want a proper benchmark will still go to MMLU or SWE-bench — but practitioners who want to argue with a judgment can now do so concretely.