← The openness index

decision-model · Openness profile

Open Jev (community reconstruction)

Kye Gomez (community) · snapshot 2026-11-07

an open-source, from-first-principles reconstruction of the ideas behind TypeSafe AI's Jev, written in PyTorch

Tier 3 Practical open-weight

What the publisher claims: open-source, reconstruction

The one-liner: The community's answer to a closed decision model: the idea, rebuilt, minus the intelligence.

The six questions

A AccessScore 3 of 3

Code and (random) weights on GitHub, ungated.

P PermissionScore 3 of 3

Apache 2.0.

D DeploymentScore 3 of 3

Standard PyTorch on user hardware.

T TransparencyScore 1 of 3

Reconstructs the published idea (typed outputs, parallel sampling); no training data or method.

R ReproducibilityScore 1 of 3

By its own README it does not reproduce the production model — the idea is open, the system is not.

G Governance & ParticipationScore 2 of 3

Community project accepting outside contributions, though single-maintainer.

License

Apache 2.0 OSI-approved — license source ↗

What is actually released

Why it matters

The paired control to Jev: when a category-defining model stays closed, the open ecosystem reconstructs the interface — and the reconstruction is honest that it is not equivalent. Interface compatibility is not model equivalence.

Sources

Derived from the openness dataset behind But Is It Open? — snapshot 2026-11-07 ↗. Scores are qualitative readings of the cited evidence, not verdicts; tier measures openness, not intelligence.

← The openness indexJoin the newsletter ↗