[KongchangAI]
Expired80% confidenceFactExact time

The generation mechanism of LLMs is probability-based text prediction, rather than truly 'understanding' code semantics

10
Sources
80%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)

Sources

ABCoder in Practice: A Demonstration of Solving AI Code Hallucination
bilibili字节跳动开源7/28/2025

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