4min chapter

The Feedback Loop by Singularity cover image

FBL99: Karl Friston - How Free Energy Shapes the Future of AI

The Feedback Loop by Singularity

CHAPTER

The Free Energy Principle

Carl Fristen: The free energy principle is an idea that has a lot of details worth explaining. He says we are prediction machines trying to make sense of all the sensory data our senses gather in terms of what could have caused that. In machine learning, it would be known as an evidence-lower bound or an elbow. As we either maximize the elbow or minimize a negative free energy then we are basically describing exactly the same process of making sense of the world by maximizing the evidence for our models in the world or minimizing our prediction evidence.

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