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The Cognitive Knot: Moving Beyond Context Windows with Recursive Causal Manifolds
A Systems Architecture for Perpetual, Self-Healing Agent Cognition Continue reading on Towards AI
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A Practical Guide to Evaluating AI Agents: From Offline Benchmarks to Live Production Monitoring
In this guide, I share insights drawn from my experience developing agents and evaluating them in Big Tech, along with lessons learned through hands-on experimentation and research. TL;DR: This guide ...
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When SHAP and LIME Fail: Lessons from Predicting Quality in the Automotive Industry
You built a model for predicting material and composition defects in automobile parts. You run SHAP, LIME, and built-in feature importance, three methods, three different stories. But then you realize...
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