Unverified50% confidenceBenchmarkExact time
Anthropic's research shows that Auto Mode successfully intercepts dangerous commands at a rate as high as 80%, while human review has a success rate of only 13.6%.
1
Sources
50%
Confidence
Long-term
Relevance
8/16/2026
First Seen
Sources
Claude Code默认开启Auto Mode：AI自主编码时代全面来临
bilibili养老院killer8/12/2026
Related Claims
UnverifiedAnthropic's Auto Mode classifier had a false positive rate of only 0.4% in testing on ten thousand real internal traffic samples, incorrectly blocking only 40 items.76% similarUnverified研究表明经过良好校准的LLM裁判与人工标注的一致性可达80%以上64% similarUnverifiedPure LLM-driven AI browser agent solutions typically achieve success rates of 70%–85%, constrained by model randomness and context window limitations63% similarUnverifiedTest automation rates at leading internet companies and major tech firms have exceeded 60%–70%, with some even reaching 80%–90%.63% similarUnverifiedIn a 10-step automated process where AI achieves 95% accuracy per step, the overall success rate drops to approximately 60% (0.95^10 ≈ 0.60), demonstrating the 'error accumulation effect'.62% similar
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