OpenCV 5 observes
The original frame contains one person detection. The Decider receives measured evidence, not an unrestricted instruction.
Actual recorded tool inputs and evidence
{
"person": 1,
"package": 0
}REAL EXECUTION / RECORDED REPLAY
Watch evidence change the next step.
OpenCV → Decider → specialized lens → evidence → review. Captured with real OpenCV 5 and Amazon Nova Lite; playback does not invoke AI.
Stage 1 of 4 · Paused
Original YOLOX person box
Original evidence stays visible. A missed detection in a crop does not erase it. One supplied frame—not a temporal tracking demonstration.
- Runtime
- OpenCV 5.0.0
- AI model
- us.amazon.nova-lite-v1:0
- Follow-up budget
- 2 tools, then finish
Failure handling and evaluation notes
- Crop re-detection missed a person observed in the full image; initial evidence was preserved.
- The planner's package-uncertainty wording is not directly supported by the returned package detections. Reasons remain advisory and require evaluation.
This smoke test demonstrates real tool selection and evidence feedback, not task accuracy. Human review is advisory; no notification, security action or physical action was performed. Replay timing is presentation pacing; tool durations are available in the recorded evidence.
Only concise decision summaries and observable tool results are displayed—not hidden model reasoning. Recorded 2026-10-14T12:42:40.117Z. Uploaded images and videos use the live streaming pipeline with optional autonomous inspection and bounded demo allowance. Recorded playback makes no AI calls.