CSI meta-scaffold unifies five LLM agent harnesses; a blackboard multi-agent system solves 19/33 cybench challenges (57.6%) versus 15/33 for the best single scaffold.
A blackboard architecture for control
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.CR 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
SONARR now uses generic .NET-type logic instead of Boolean-only facts and supports multi-compute to improve performance on network attack analysis and digital-twin modeling.
citing papers explorer
-
Towards Cybersecurity SuperIntelligence (CSI): What's the best harness for cybersecurity?
CSI meta-scaffold unifies five LLM agent harnesses; a blackboard multi-agent system solves 19/33 cybench challenges (57.6%) versus 15/33 for the best single scaffold.
-
Core Logic and Algorithmic Performance Enhancements for a System Vulnerability Analysis Technique for Complex Mission Critical Systems Implementation
SONARR now uses generic .NET-type logic instead of Boolean-only facts and supports multi-compute to improve performance on network attack analysis and digital-twin modeling.