NEBIUS x NVIDIA — BEST APPS & AGENTS
When the evidence changes, the handoff must change.
An evidence-to-decision agent that flags missing sources, runs NVIDIA Nemotron through the official Nebius Token Factory when a private project key is authorized, independently checks the model, and lets a human reconcile new records. One real application API inference was separately verified; this free interactive review is a synthetic replay with no provider key.
Build a reviewable handoff, not another alert.
Five bounded steps: validate fictional observations, retrieve an original fictional safety runbook, request Nemotron reasoning only when authorized, independently check every citation, and ask a human to review. No equipment is connected.
Loading independent runbooks…
One actual application-origin Nebius model call was verified; its one-use key was revoked. This interactive review uses synthetic replay only, without new model charges.
A decision a human can inspect.
Choose a fictional scenario to trace its evidence and uncertainty.
02 / JUDGE CHALLENGE · EVIDENCE DELTA
What happens when new evidence arrives?
Choose a fictional archived record. The agent must distinguish relevant, conflicting, and unrelated evidence, then preserve a human decision gate. This offline reconciliation does not call Nebius.
03 / HUMAN-OWNED DECISION · LOCAL RECEIPT
The reviewer—not the agent—must choose the next verification action.
This is a fictional unauthenticated local reviewer choice, not a certified signature, staff identity, incident approval, or production audit event.
Optional reference: original single-pass airflow baseline (separate from the selected handoff)
Synthetic observations
These are invented observations for contest evaluation, not live sensor telemetry.
Loading synthetic observations…
Agent recommendation
Select the synthetic case to generate a bounded explanation.