Practice for newsroom and analysts

Qaz.Vision practice tool

Working scenarios for checking sources, relationship graphs, corpus status, Janus, and release quality. Assessment is deterministic: decision, evidence links, and inference boundaries.

10 scenarios 8 task types no AI judge

Rules v0

  • only public or repo-backed evidence paths are used;
  • Janus may help, but is not a source of truth;
  • there are no fictional claims, leaderboards, or ratings of real people;
  • the result is not stored on the server.

Scenario run

Case review

1 / 10 score: —
scenario role

Scenario is loading

Evidence workspace

What to check