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Distillation Panic: Why Terminology Matters

The term “distillation attacks” for Chinese hacking attempts risks permanently tarnishing a legitimate AI research technique; precise terminology is essential to avoid stigmatizing fundamental development methods.

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Fewer False Positives for Greater Security

Alert fatigue from excessive false alarms threatens the effectiveness of security teams; when tools like anti-malware, SIEM, IDS, or EDR generate too many false positives, responsiveness to genuine threats diminishes, and security managers must actively understand and control their tools’ error rates.

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Fewer False Positives for Enhanced Security

Excessive false alarms in security systems can lead to alert fatigue and cause real threats to be overlooked; security managers must actively monitor the balance between false negatives and false positives to prevent team operational disruption and maintain reliable threat detection.

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