Writing
Real lessons from building and deploying AI.
MG Signal · Machine Learning · Anomaly Detection
The zone rules assume a distribution most real processes don't have. We kept Rule 1, made the limits adaptive, and handled drift as a separate problem.
Read →MG Signal · Gen AI · Machine Learning
Traditional Analytics and ML aren't obsolete. GenAI turns years of unreadable text into data they can use, then explains the results back to people.
Read →MG Signal · Gen AI · Agentic AI
In any agentic system, the model is about 10%. The other 90% is data engineering. An anatomy of one agent turn—and why the leverage was never in the model.
Read →Machine Learning · AI
Most people think AI means ChatGPT. Here's how Data Science, Machine Learning, and AI actually relate — an intersection, not a hierarchy — and what it all rests on.
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