Independent AI model testsIssue 016 / Finland

AI models,
judged by the work.

Frozen briefs, blind scoring, working artifacts, costs, failures, and conclusions narrow enough to trust.

How a Proofrun works ↘
Observed, not advertised.

One result.
Three layers of proof.

The page is the argument: working evidence first, human judgment kept explicit, and a publication record readers can inspect for themselves.

01Working artifact

See the thing that was judged.

Proofrun preserves the actual output, its fixed evidence, and—when a safe public renderer exists—the artifact itself.

02Locked judgment

Taste stays visible and bounded.

Requirements and scores lock before identities are revealed. The editor’s view remains human, named, and narrow.

03Public record

The conditions travel with the claim.

Time, cost, attempts, protocol, limitations, and a sanitized record remain attached to every published conclusion.

From frozen brief
to bounded claim.

01Freeze

One prompt, one runtime, one scoring contract.

02Run blind

Model identities stay hidden during judgment.

03Stress

A repeatable probe exercises every artifact.

04Lock

Requirements, scores, and the assessment become immutable.

05Reveal

Only then do model names enter the record.

06Publish

A sanitized, hashed evidence packet crosses the boundary.

Read the methodology →
016Sunwell SanctuaryVoxel Forge77/100Published→015Tencent Hy4 preview profileThree frozen Solo runsNo compositePublished→014Triage DeskProduct workflow76/100Published→013Triage DeskProduct workflow19/100Published→012Triage DeskProduct workflow79/100Published→011Orbit RadioInterface design56/100Published→010Orbit RadioInterface design46—34Published→009Orbit RadioInterface designnull—11Published→008Orbit RadioInterface design78/100Published→007Prism Garden repeatabilityCreative coding8–92Published→006Sunwell SanctuaryVoxel Forge90/100Published→005Weather StoryData visualization92—90Published→004Sky ArchiveVoxel Forge74/100Published→003Prism GardenCreative coding85/100Published→002Prism GardenCreative coding70—77Published→001Gravity DeskPhysics toy73—87Published→
017Next runNot yet tested—Open·
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