Unverified50% confidenceFactExact time
PostgreSQL core committer Peter Eisentraut said that LLM-assisted code review is finding defects faster than the team can fix them.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/17/2026
First Seen
Valid until: 1/15/2027
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UnverifiedAccording to Peter Eisentraut's own account, LLM-assisted review did speed up defect exposure, but the PostgreSQL 19 delay also involves the knock-on adjustments caused by feature reverts during the beta cycle.76% similarUnverified大模型生成的代码在功能正确性上的通过率（如 HumanEval 基准测试）逐年提升但仍未达到100%，在并发、状态管理、异常处理等复杂场景中错误率显著上升61% similarUnverifiedBefore this study, the best known polynomial-time algorithm for the online convex optimization problem of tracking a sequence of experts that switches k times had regret Õ(dk).61% similarUnverified超大规模分布式训练中硬件故障概率随节点数量指数级上升，GPU 静默错误可能在数百步后才被发现，需从最近检查点重新训练60% similarUnverifiedIntermittent errors appear as peaks rather than reproducing steadily, making troubleshooting significantly harder than with sustained failures, because sustained failures have clear reproduction paths and many consistent errors visible in logs, whereas intermittent peaks appear as short spikes on monitoring charts and may have already subsided by the time engineers get involved.60% similar
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