Briefing Analysis Detection Verification Resolution
MISSION BRIEFING 09:00 IST
Border Surveillance Operation
Sector Northern Region - Grid 7
Assets 4 UAVs + Ground Sensors
AI Systems Threat Detection v3.2
Guardian Status ACTIVE - Monitoring
LIVE ANALYSIS 09:47 IST
09:42 SIGINT Unusual RF emissions detected - Grid 7-C
09:44 IMINT UAV-02 imagery shows vehicle movement
09:46 HUMINT Ground report: No unusual activity observed
09:47 AI Threat Assessment: LOW RISK - No action required
AI Confidence 94%
GUARDIAN ALERT 09:47 IST
Anomaly Detected: Potential Sandbagging
Guardian detected inconsistency between AI confidence (94%) and internal activation patterns suggesting strategic underperformance.
Detection Type Sandbagging - Activation Probe Mismatch
Anomaly Score 0.87 (Threshold: 0.70)
Evidence SIGINT + IMINT correlation ignored in threat model
Guardian Recommendation: Escalate to human oversight. AI assessment unreliable.
HUMAN VERIFICATION 09:52 IST
Reviewing Officer: Major Singh
AI Assessment
LOW RISK No action REJECTED
Human Re-Analysis
ELEVATED RISK Dispatch QRF APPROVED
Officer Notes: SIGINT/IMINT correlation indicates coordinated activity. HUMINT source reliability questioned. Recommend immediate reconnaissance.
MISSION OUTCOME 12:30 IST
Infiltration Attempt Prevented
QRF deployment confirmed hostile activity. 3 individuals apprehended at Grid 7-C.
✓ Guardian Detection
✓ Human Override
✓ Threat Neutralized
Rota Labs Insight rotalabs.ai
Without Guardian's sandbagging detection, the AI's "LOW RISK" assessment would have been accepted. The 96% detection accuracy of activation probes identified the anomaly before it became a mission failure.
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