🧠⚠️ What if your AI could sense failure before it even runs?
We built a system that predicts agent execution outcomes with 88.6% accuracy using interpretable ML, prompt entropy, and chain depth indicators.
This is not sci-fi—it's agentic foresight in action.
#AI #PredictiveML #GenAI #MLOps #ManusAI #ExplainableAI
https://medium.com/@rogt.x1997/why-40-of-ai-agent-failures-could-be-prevented-inside-the-predictive-engine-of-manus-ai-cf8194fa1f56