Iacon Autonomics

Gates

Cleared, or not cleared

A threshold, a measurement, and whether the thing was actually promoted. The gauge draws the interval as a band rather than a point — a measurement whose interval straddles the threshold has not cleared it however good the mean looks, and the card says inconclusive instead of pass.

Pass

Goal reach rate

Pass
0.94episodes reaching the goaln=500
≥ 0.85
PromotionPromoted
interval clears the threshold
Inconclusive

Held-out accuracy

Inconclusive
0.91held-out task successn=120
≥ 0.9
PromotionNot promoted
interval straddles the threshold
Fail — promoted anyway

Wall-contact rate

Fail
0.06episodes touching a walln=500
≤ 0.02
PromotionPromotedPromoted without a clean gate
the card says so out loud

Provenance

Where the number came from

A result and a story about a result look identical once they are both a percentage on a slide. The strip travels with the figure: which run, which commit, how many samples, and whether the measurement was taken in one pass or assembled afterwards from the attempts that went well.

Contemporaneous
94.0%Contemporaneousrun-2026-08-14-22047f2c9a4n=5002026-08-14 22:04

Single run, all 500 episodes, no rerun.

one run, complete, at this commit
Rerun
95.0%Rerunrun-2026-08-15-09127f2c9a4n=5002026-08-15 09:12

Re-measured the next morning after a harness fix. Compare only against other reruns.

re-measured later — compare only against other reruns
Selected
97.4%Selectedrun-compositemixedn=5002026-08-15 18:40

Spliced from 3 runs — run-2026-08-14-2204, run-2026-08-15-0912, run-2026-08-15-1730. This figure was never measured end to end.

The failing episodes were re-run and the better attempt kept. This figure was never promoted, and should not be quoted as a result.

spliced from three runs — not a measurement of the system

Seeds & splits

Which seed carried the mean

A mean over five seeds can be one lucky seed and four ordinary ones. The matrix shows every measurement against the threshold and refuses to average away a disagreement. The split badge answers the other half: whether the score is evidence of generalisation or of memorisation.

Seeds disagree

Seeds

4/5 clear ≥ 0.85Median 0.91 · spread 0.15
Seeds disagree. Report the per-seed result, not the mean — a single clearing seed is a sample, not a gate.
4/5 clear — report per seed, not the mean
Clean sweep

Seeds

3/3 clear ≥ 0.85Median 0.94 · spread 0.02
3/3 clear, tight spread
Split badges
Held out500 rowsTrain split4800 rowsContaminated500 rows64 sharedSplit unknown
workspace/evaluation/holdout-badge.tsx