COUNCIL OF AI / MEOK / 11 NOVEMBER 2026

One research release.
Evidence you can inspect.

Run the existing model, reproduce the comparisons and inspect what passed, what failed and what remains unverified. This release repairs stale-result presentation; it does not replace the model.

Run the process-model comparison

Actual browser inference from the existing 980-parameter model; inspect errors and refused inputs.

Replay six checkpoint variants

Published synthetic banks and retained candidates, not a new blind benchmark.

Inspect the specialist receiver release

Preserved compatibility, refusal and presentation evidence; no action authority.

Read the consolidated report

Changes, methods, evidence limits and release scope.

Inspect the release record

Machine-readable scope and unchanged components.

Inspect the executed checks

Named suites, counts, log hashes and the negative control.

Inspect the dependency-ordered plan

Open human, storage, source-trust and promotion gates.