Unlocking Enhanced AI Performance with CAUM
CAUM is a cutting-edge observation layer for AI agents, designed to detect inefficiencies like loops, stagnation, and wasted compute—without analyzing prompts or payloads. It’s all about structural observation!
Key Features:
- Comprehensive Monitoring: Tracks tool call diversity, trajectory geometry, and regime transitions.
- No Decision-Making: CAUM strictly records data, empowering you with insights without bias.
- Validated Efficiency: Tested on 80,036 real agent sessions, delivering impressive metrics:
- AUC @ full session: 0.814
- Compute savings: $1.7M/year with 10K runs/day.
Implementation Modes:
- Forensic Analysis: Batch analysis for compliance.
- Live Monitoring: Real-time alerts with webhooks.
- Enterprise SDK: Seamless integration into your infrastructure.
Experience the future of AI efficiency! Upload your trajectory today for a free structural observation report at caum.systems/upload.
🔗 Share this to elevate AI understanding!
