Research Audit Workbench

Rain retrieval / decision workspace

WebMCP · manual fallback
Demo data · nothing is saved

Investigation setup

Do these results support the next use of compute?

Recorded scores are evidence, not a verdict. Select the runs, then audit whether their evaluation conditions support a direct comparison.

Comparing Run A and Run BLive page scope exposed to the browser agent
Decision questionDoes this apparent improvement justify another training run?

Run A

New checkpoint · sanity evaluation

Recorded Recall@584%
Candidate manifest200
Manifestpool-sanity-200

Run B

Baseline · full evaluation

Recorded Recall@576%
Candidate manifest1,000
Manifestpool-baseline-1000

Neutral audit

Comparability, before ranking

The higher recorded score is visible. Whether it establishes a better model is still unchecked.

Disposable walkthroughNo account · no persistence · no autonomous execution