#anomaly-detection

Откриване на аномалии

Откриване на нередности и дублирани записи в данни от счетоводни книги в обикновен текст

AD-LLM Benchmark: GPT-4o Hits 0.93+ AUROC Zero-Shot for Text Anomaly Detection

AD-LLM finds GPT-4o hits 0.93–0.99 AUROC zero-shot for text anomaly detection, but LLM model selection stays unreliable for financial audit AI.

Mike Thrift

CausalTAD reorders table columns by causal dependency before LLM serialization, raising average AUC-ROC from 0.803 to 0.834 over AnoLLM.

Mike Thrift