Adaptive AI in SOC platforms offers dynamic, real-time threat analysis and triage, surpassing static pre-trained models that are limited to predefined use cases. This approach enhances threat detection, improves response times, and reduces workload for security teams. #Radiant #AdaptiveAI
Keypoints
- Pre-trained AI models are effective for known, repeatable alert types but lack adaptability to new threats.
- Adaptive AI analyzes and researches novel alerts in real-time, mimicking experienced analysts’ investigative processes.
- Utilizing multiple large language models (LLMs) enhances triage accuracy, speed, and resilience.
- Adaptive AI provides integrated response automation and comprehensive log management to streamline SOC operations.
- Radiant’s platform exemplifies adaptive AI, ensuring fast detection, minimal MTTR, and scalable alert coverage.
Read More: https://thehackernews.com/2025/07/the-hidden-weaknesses-in-ai-soc-tools.html