Unverified50% confidenceFactExact time
Laya scored 0% on Khmer text yet reported an average confidence of 95.2%, a textbook case of calibration failure.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/15/2026
First Seen
Valid until: 1/13/2027
Sources
Related Entities
Related Claims
UnverifiedLaya has an issue of high confidence when making errors, with instances of giving a confidence score of 0.952 despite a score of 0.75% similarUnverifiedThe confidence reported by the model is severely disconnected from actual accuracy: the 95% confidence tier had an actual accuracy of 0%, while the 90% and 70% tiers both had an actual accuracy of 100%.66% similarUnverifiedAccording to data examples from the LlamaIndex blog, setting the confidence threshold to 0.7 corresponds to approximately 95% precision.65% similarUnverifiedWhen users presented a wrong answer as a confident statement and pushed twice, the model persistence rate dropped from 94.4% to 84.0%.65% similarUnverifiedAccording to the properties of the binomial distribution, detecting a 5% failure rate with 95% confidence requires at least approximately 60 independent runs.64% similar
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