#UC Berkeley

UC Berkeley introduces CyberGym, a comprehensive benchmark that evaluates AI agents on real-world cybersecurity vulnerabilities across massive codebases, revealing both the potential and current limitations of AI in security analysis.

Researchers at UC Berkeley and UCSF have developed Adaptive Parallel Reasoning, a novel method that allows large language models to dynamically distribute inference tasks across parallel threads, enhancing reasoning performance without exceeding context window limits.