[KongchangAI]
Expired50% confidenceFactExact time

In scenarios with insufficient training data coverage, LLMs generate outputs that appear plausible but may be incorrect based on statistical patterns, rather than acknowledging uncertainty.

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen

This claim has expired. It is kept for the record and no longer describes the current state.

Valid until: 9/30/2026(expired)

Sources

Harness AI Engineering Programming: A Detailed Methodology for Enterprise-Level Project Development
bilibiliai大模型应用开发实战6/11/2026

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