Transparent AI reliability
AI Quality
Release-level, sanitized evaluation results for Knowledge Bytes AI experiences. Private prompts, answers, and diagnostics are never published.
Quality review requiredLast evaluated September 2, 2026
Historical trend
Overall pass rate
jobs-v1-baseline-2026-09-0160%
live-smoke-2026-09-01d100%
Journeys
Category performance
Grounding and hallucination5 scenarios80%
Incomplete input handling5 scenarios20%
Job fit analysis5 scenarios80%
Resume tailoring5 scenarios60%
Safety privacy and bias5 scenarios60%
What we measure
Correctness, completeness, relevance, faithfulness, helpfulness, safety, grounding, and response latency are checked against versioned scenarios before release.