AI Intelligence
Inference engine status, active flags, capability roadmap, and configuration.
Inference Engine Online
v0.4.1
Model version
HG-Inference-v0.4.1
Last model update
Mar 29 2026 06:00 UTC
Hives monitored
150
Active flags
2
Confidence threshold
70%
Last inference run
Mar 29 14:32 UTC
Auto-alert on flag
Enabled
Inference interval
Every 15 min
Active flags
HV-023 — Temperature anomaly
87% confidence · Zone C · Linked: ALT-0089
Review
HV-067 — Sensor drift detected
72% confidence · Zone C · Linked: ALT-0088
Review
Capability roadmap
Currently active
- Temperature anomaly detection
- Humidity out-of-range detection
- Sensor silence detection (4h window)
- Tamper event classification
- Multi-reading grouping (15 min window)
Coming in v0.5 (Q3 2026)
- Multi-sensor anomaly scoring
- Predictive maintenance signals
- Seasonal baseline calibration
Future roadmap
- Colony behaviour pattern recognition
- Swarming prediction signals
- Yield forecast models
- Disease risk early warning
Detection thresholds
Recent inference log
| Time (UTC) | Hive | Event | Confidence | Action taken |
|---|---|---|---|---|
| Mar 29 14:32 | HV-023 | Temperature anomaly | 87% | Alert ALT-0089 created |
| Mar 29 10:15 | HV-067 | Sensor drift | 72% | Alert ALT-0088 created |
| Mar 28 22:44 | HV-034 | Silence threshold | 100% | Silence alert triggered |
| Mar 28 18:02 | HV-023 | Temp spike (minor) | 66% | Below threshold — logged only |
| Mar 28 14:00 | All hives | Scheduled inference run | N/A | 0 flags raised |
| Mar 27 09:14 | HV-023 | Temperature anomaly | 91% | Alert ALT-0078 created (Resolved) |