While Model Trains

Read data blog posts.
Carefully handpicked.
Presented 3 at a time.

The AI Hierarchy of Needs

Monica Rogati

"Think of AI as the top of a pyramid of needs. Yes, self-actualization (AI) is great, but you first need food, water and shelter (data literacy, collection and infrastructure)."

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Two faces of overfitting

Zygmunt

Overfitting the validation set occurs when multiple settings are tested and compared using the same validation set repeatedly until satisfactory performance is achieved.

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The Bitter Lesson

Richard Sutton

"The biggest lesson that can be read from 70 years of AI research is that general methods that leverage computation are ultimately the most effective, and by a large margin."

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