Plate III · Filed under
AI
AI
2 entries
- 001
Jev calibration: why three confident decisions make one unreliable pipeline
Each gate is right 90% of the time. Chain three and the failures do not spread out, they pile onto the same inputs. What correlation does to a pipeline.
JevAIReliabilityDistributed Systems - 002
Jev benchmarked on 5,574 real messages: accuracy, calibration and where it fails
No fine tuning, no examples, two labels and one endpoint. 98.73% accurate, and every confidence bucket turned out more right than it claimed to be.
JevAIPerformanceBackend